Ubuntu 21.10 EPYC Milan

AMD EPYC 74F3 24-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on Ubuntu 21.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110124-TJ-UBUNTU21153
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AV1 3 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 4 Tests
C/C++ Compiler Tests 14 Tests
CPU Massive 30 Tests
Creator Workloads 22 Tests
Cryptocurrency Benchmarks, CPU Mining Tests 2 Tests
Cryptography 4 Tests
Database Test Suite 5 Tests
Encoding 7 Tests
Fortran Tests 3 Tests
Game Development 4 Tests
Go Language Tests 2 Tests
HPC - High Performance Computing 16 Tests
Imaging 2 Tests
Common Kernel Benchmarks 5 Tests
Machine Learning 8 Tests
Molecular Dynamics 5 Tests
MPI Benchmarks 4 Tests
Multi-Core 34 Tests
NVIDIA GPU Compute 8 Tests
Intel oneAPI 4 Tests
OpenCL 3 Tests
OpenMPI Tests 7 Tests
Programmer / Developer System Benchmarks 5 Tests
Python Tests 6 Tests
Renderers 7 Tests
Scientific Computing 5 Tests
Server 9 Tests
Server CPU Tests 20 Tests
Single-Threaded 2 Tests
Video Encoding 7 Tests
Common Workstation Benchmarks 6 Tests

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Ubuntu 21.10
October 10 2021
  18 Hours, 7 Minutes
Ubuntu 21.10 + Linux 5.15
October 11 2021
  17 Hours, 4 Minutes
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  17 Hours, 36 Minutes
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Ubuntu 21.10 EPYC MilanOpenBenchmarking.orgPhoronix Test Suite 10.8.0AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse64GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/MatisseVE2282 x Intel 10G X550TUbuntu 21.105.13.0-16-generic (x86_64)5.15.0-051500rc5daily20211011-generic (x86_64) 20211010GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10 EPYC Milan BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114 - OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Python 3.9.7- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10 vs. Ubuntu 21.10 + Linux 5.15 ComparisonPhoronix Test Suite 10.8.0Baseline+80.7%+80.7%+161.4%+161.4%+242.1%+242.1%322.8%48%28.9%17%16.3%15.9%14.6%14%13.1%12.7%12.7%11.8%11.6%9.4%9.2%8.4%8%7.7%7.7%7%6.9%6.6%6.5%6.4%6.3%6.3%6%5.9%5.8%5.8%5.8%5.6%5.6%5.5%5.4%4.9%4.8%4.8%4.4%4.4%4.1%4.1%3.8%3.6%3.3%3.2%3.2%3.1%3.1%3.1%3%2.9%2.8%2.6%2.5%2.4%2.4%2.3%2.2%2.2%2.1%2.1%2.1%2%IO_uring1000 - 500 - Read Write53.5%1000 - 500 - Read Write - Average Latency52.2%1000 - 250 - Read Write51.5%1000 - 250 - Read Write - Average Latency48.7%S.V.M.PSocket Activity100 - 250 - Read Write - Average Latency27%100 - 250 - Read Write27%100 - 500 - Read Write20.3%100 - 500 - Read Write - Average Latency20.3%super-resolution-10 - OpenMP CPUContext Switchingbertsquad-10 - OpenMP CPU20MMAP14.3%201002005001000CPU - alexnet10100BLAS8.7%5128.7%GET8.6%CPU - blazefaceMEMFDNo - Inference - VGG19 - CPUCG.CJPEG - 7No - Inference - VGG16 - CPUCPU-v3-v3 - mobilenet-v3MobileNetV2_224squeezenetv1.1CPU - resnet5010, LosslessJPEG - 5CPU - resnet18CPU - mobilenet1000100 - 500 - Read OnlyForking100 - 500 - Read Only - Average Latency200i.i.1.C.P.D500CPU - yolov4-tinySqueezeNetV1.0CPU - googlenetMG.CPNG - 7PNG - 5CPU - efficientnet-b0JPEG - 813.3%Blake-2 S3.3%CPU - vgg166shufflenet-v2-10 - OpenMP CPUSpeed 5 - Bosphorus 4K3.2%NASNet MobileNASA Streamlines - SciVisCPU - squeezenet_ssdCPU - regnety_400mSP.CRhodopsin Protein2.8%SP.BLU.CGarlicoin2.6%Matrix Mathfcn-resnet101-11 - OpenMP CPUCPU - mnasnet1000 - 500 - Read Only2.3%1000 - 500 - Read Only - Average Latency2.3%R.R.W.RSETDanish Mood - CPUCPU-v2-v2 - mobilenet-v2SENDFILE2.1%O.S2.1%PNG - 82NUMAStress-NGPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchStress-NGStress-NGPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchONNX RuntimeStress-NGONNX RuntimenginxStress-NGApache HTTP ServernginxnginxnginxnginxNCNNlibavif avifencApache HTTP ServerLeelaChessZeroMariaDBRedisNCNNStress-NGPlaidMLNAS Parallel BenchmarksJPEG XL libjxlPlaidMLNCNNMobile Neural NetworkMobile Neural NetworkNCNNlibavif avifencJPEG XL libjxlNCNNNCNNApache HTTP ServerPostgreSQL pgbenchStress-NGPostgreSQL pgbenchApache HTTP ServerXcompact3d Incompact3dApache HTTP ServerNCNNMobile Neural NetworkNCNNNAS Parallel BenchmarksJPEG XL libjxlJPEG XL libjxlNCNNJPEG XL libjxlApache HTTP ServerCpuminer-OptNCNNlibavif avifencONNX RuntimeVP9 libvpx EncodingTensorFlow LiteOSPrayNCNNNCNNNAS Parallel BenchmarksLAMMPS Molecular Dynamics SimulatorNAS Parallel BenchmarksNAS Parallel BenchmarksCpuminer-OptStress-NGONNX RuntimeNCNNPostgreSQL pgbenchPostgreSQL pgbenchFacebook RocksDBRedisLuxCoreRenderNCNNStress-NGRodiniaJPEG XL libjxllibavif avifencStress-NGUbuntu 21.10Ubuntu 21.10 + Linux 5.15

Ubuntu 21.10 EPYC Milanlczero: BLASlammps: 20k Atomspgbench: 1000 - 500 - Read Write - Average Latencypgbench: 1000 - 500 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writeonnx: bertsquad-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3build-llvm: Unix Makefilesrodinia: OpenMP HotSpot3Dnginx: 1lczero: Eigenmysqlslap: 512jpegxl: PNG - 8openfoam: Motorbike 60Msecuremark: SecureMark-TLSbuild-llvm: Ninjablender: Barbershop - CPU-Onlyplaidml: No - Inference - ResNet 50 - CPUpgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlybrl-cad: VGR Performance Metricpgbench: 1000 - 500 - Read Only - Average Latencypgbench: 1000 - 500 - Read Onlytnn: CPU - DenseNetpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writeopenssl: SHA256cpuminer-opt: Ringcoincpuminer-opt: Myriad-Groestlbuild-nodejs: Time To Compilestress-ng: CPU Cachepgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlycassandra: Writesonnx: fcn-resnet101-11 - OpenMP CPUonnx: yolov4 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUaom-av1: Speed 6 Two-Pass - Bosphorus 4Kjpegxl: PNG - 7appleseed: Emilycpuminer-opt: Blake-2 Splaidml: No - Inference - VGG19 - CPUappleseed: Material Testerapache: 1000apache: 500nginx: 100nginx: 200nginx: 1000nginx: 500apache: 1apache: 200nginx: 20apache: 100apache: 20sysbench: CPUospray: San Miguel - Path Tracerplaidml: No - Inference - VGG16 - CPUrodinia: OpenMP LavaMDvpxenc: Speed 0 - Bosphorus 4Konednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUredis: SETv-ray: CPUstockfish: Total Timesimdjson: PartialTweetssimdjson: DistinctUserIDluxcorerender: Orange Juice - CPUluxcorerender: Danish Mood - CPUtensorflow-lite: Inception V4luxcorerender: LuxCore Benchmark - CPUtensorflow-lite: Inception ResNet V2luxcorerender: Rainbow Colors and Prism - CPUncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetluxcorerender: DLSC - CPUtensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floatblender: BMW27 - CPU-Onlyrocksdb: Update Randrocksdb: Rand Fillrocksdb: Read Rand Write Randopenssl: RSA4096openssl: RSA4096gromacs: MPI CPU - water_GMX50_barebuild-godot: Time To Compilexmrig: Monero - 1Msimdjson: Kostyaxmrig: Wownero - 1Msimdjson: LargeRandstress-ng: IO_uringavifenc: 0namd: ATPase Simulation - 327,506 Atomsrodinia: OpenMP Leukocytenpb: SP.Cbuild-linux-kernel: Time To Compileoidn: RT.ldr_alb_nrm.3840x2160vpxenc: Speed 5 - Bosphorus 4Kcompress-7zip: Compress Speed Testopenfoam: Motorbike 30Msvt-av1: Preset 8 - Bosphorus 4Kcpuminer-opt: Garlicoincpuminer-opt: x25xcpuminer-opt: Triple SHA-256, Onecoincpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Skeincoincpuminer-opt: LBC, LBRY Creditscpuminer-opt: Deepcoinincompact3d: input.i3d 193 Cells Per Directioncpuminer-opt: Magistress-ng: NUMAstress-ng: MMAPstress-ng: Mallocstress-ng: Context Switchingstress-ng: Cryptostress-ng: System V Message Passingstress-ng: Memory Copyingstress-ng: Vector Mathstress-ng: CPU Stressstress-ng: Socket Activitystress-ng: SENDFILEstress-ng: Forkingstress-ng: MEMFDstress-ng: Glibc Qsort Data Sortingstress-ng: Matrix Mathstress-ng: Glibc C String Functionsstress-ng: Atomicstress-ng: Semaphoressynthmark: VoiceMark_100avifenc: 6, Losslessastcenc: Exhaustiveospray: San Miguel - SciVisnpb: IS.Dnpb: LU.Cavifenc: 2x265: Bosphorus 4Kembree: Pathtracer ISPC - Crownospray: NASA Streamlines - Path Tracerttsiod-renderer: Phong Rendering With Soft-Shadow Mappingnatron: Spaceshipembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonaom-av1: Speed 8 Realtime - Bosphorus 4Ktnn: CPU - MobileNet v2rodinia: OpenMP Streamclusterembree: Pathtracer - Asian Dragonjpegxl: PNG - 5tnn: CPU - SqueezeNet v1.1jpegxl: JPEG - 5jpegxl: JPEG - 7redis: GETaom-av1: Speed 9 Realtime - Bosphorus 4Kx265: Bosphorus 1080pnpb: FT.Cospray: NASA Streamlines - SciVisjpegxl: JPEG - 8sysbench: RAM / Memoryrodinia: OpenMP CFD Solveravifenc: 6svt-vp9: VMAF Optimized - Bosphorus 1080pospray: Magnetic Reconnection - SciVisincompact3d: input.i3d 129 Cells Per Directionastcenc: Thoroughnpb: CG.Cnpb: SP.Bavifenc: 10, Losslesslammps: Rhodopsin Proteinsvt-hevc: 7 - Bosphorus 1080ptnn: CPU - SqueezeNet v2npb: MG.Cavifenc: 10svt-hevc: 10 - Bosphorus 1080pospray: Magnetic Reconnection - Path Tracerparboil: OpenMP CUTCPUbuntu 21.10Ubuntu 21.10 + Linux 5.15145716.87415.886317506.34940117648505626.6082.7183.8376.24920.7114.7262.375274.26479.40352710.0313307030.96243.11269688235.750229.1410.100.4096116333495080.7826393612850.2364.68353398361642702633390.4612315153.714105.9710.772464300.3387394000.675740296230318167428171567.309.36162.672185133517822.20147.897295128080.82128306.91178550.68180031.89178900.55180523.876319.90133795.46192582.12110031.1567345.50114579.763.1127.1385.0627.461429.31777.2622148023.0227825756310714.174.937.053.6112245733.94108032014.1114.9416.1721.1216.435.569.2625.5113.032.977.075.136.215.665.7313.594.7489415.182510.859851.755376.059.797277677774212687791425838.46520.23.25956.36018217.53.2119059.61.11116668.4945.1200.7772544.60135556.4436.7310.8617.5117211724.2219.7071977.07768.20506553214267208510690702360030.38514141221.38573.20550.07619879641.7711961807.376537.916620370.078094.80142582.1269408.5914982.11532284.3269854.871046.21348.09102691.893684070.29196373.373625859.10814.64028.86024.060837.511993.8382765.1825.02326.3628.492210.53969.4945.130.763431.464731.28282.1316.55834.156672.00251.85274.5573.992684890.0046.8054.7242915.0350.5328.9410278.239.5419.722446.6228.576.908100136.567724114.1163598.145.73016.350281.4862.60950332.643.497553.02500134017.00224.174206889.44426474751591426.3812.6943.6045.96221.0214.4412.370275.49280.31252530.1113066470.98239.68272310234.950227.9410.290.4036204253490040.8006247942837.5325.94942046362898522703378.7812437153.044105.9612.958385940.3347482630.639782876231554171436177047.359.74163.068268129252523.92147.981773135459.43134586.75202016.07202847.39200086.32203360.666116.77141087.74220753.31120148.1176761.54114562.033.1028.9984.0997.421412.99766.6902195897.7928305753043694.184.947.093.6912179033.99107614014.1014.5015.6920.1515.454.988.7424.7012.482.746.815.016.135.315.6112.844.7786693.481889.158918.054956.159.917413437724682748440426052.96529.13.29756.08118333.43.2119138.51.11493315.9045.0730.7773044.35436599.6036.4660.8516.9717516524.2119.4881927.23773.60508047213690209400691632345029.89442001223.67584.46481.35622292053.4013907201.316539.849796819.428141.98142690.5569941.3419318.77521315.0673798.881130.04347.75105285.853705740.26197807.923635712.18816.31028.35824.045737.512013.1184921.3524.51826.5828.275510.53957.3875.130.950931.404430.96280.3386.69534.383574.92251.44379.0479.202472940.846.7355.2043590.5752.1129.9910249.849.7019.418444.4628.576.557199796.545025960.1165350.975.39015.905283.5161.87552547.883.197556.42500OpenBenchmarking.org

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500SE +/- 12.03, N = 3SE +/- 14.18, N = 9145713401. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500Min: 1434 / Avg: 1456.67 / Max: 1475Min: 1290 / Avg: 1339.56 / Max: 14041. (CXX) g++ options: -flto -pthread

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.03, N = 3SE +/- 0.04, N = 317.0016.871. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 16.95 / Avg: 17 / Max: 17.03Min: 16.79 / Avg: 16.87 / Max: 16.921. (CXX) g++ options: -O3 -lm

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.44, N = 12SE +/- 0.24, N = 315.8924.171. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15612182430Min: 13.02 / Avg: 15.89 / Max: 18.41Min: 23.84 / Avg: 24.17 / Max: 24.641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.157K14K21K28K35KSE +/- 916.28, N = 12SE +/- 204.70, N = 331750206881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.156K12K18K24K30KMin: 27153.61 / Avg: 31750.42 / Max: 38405.57Min: 20292.24 / Avg: 20687.79 / Max: 20976.991. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.255, N = 12SE +/- 0.060, N = 36.3499.4441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215Min: 5.02 / Avg: 6.35 / Max: 7.45Min: 9.36 / Avg: 9.44 / Max: 9.561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.159K18K27K36K45KSE +/- 1677.10, N = 12SE +/- 167.14, N = 340117264741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.157K14K21K28K35KMin: 33568.71 / Avg: 40116.74 / Max: 49793.6Min: 26156.56 / Avg: 26473.65 / Max: 26723.841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10160320480640800SE +/- 20.02, N = 12SE +/- 8.70, N = 127516481. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10130260390520650Min: 638 / Avg: 750.83 / Max: 807.5Min: 622 / Avg: 648.17 / Max: 720.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1013002600390052006500SE +/- 171.09, N = 12SE +/- 48.77, N = 12591450561. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1010002000300040005000Min: 5111.5 / Avg: 5913.75 / Max: 6442.5Min: 4878 / Avg: 5055.63 / Max: 5341.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.30, N = 14SE +/- 0.33, N = 1526.3826.61MIN: 23.92 / MAX: 31.4MIN: 24.29 / MAX: 34.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430Min: 24.11 / Avg: 26.38 / Max: 28.28Min: 24.57 / Avg: 26.61 / Max: 28.71. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.61161.22321.83482.44643.058SE +/- 0.021, N = 14SE +/- 0.024, N = 152.6942.718MIN: 2.47 / MAX: 6.09MIN: 2.45 / MAX: 5.041. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 2.57 / Avg: 2.69 / Max: 2.77Min: 2.51 / Avg: 2.72 / Max: 2.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.86331.72662.58993.45324.3165SE +/- 0.032, N = 14SE +/- 0.032, N = 153.6043.837MIN: 3.38 / MAX: 7.24MIN: 3.58 / MAX: 4.51. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 3.42 / Avg: 3.6 / Max: 3.86Min: 3.63 / Avg: 3.84 / Max: 4.091. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.044, N = 14SE +/- 0.054, N = 155.9626.249MIN: 5.6 / MAX: 9.22MIN: 5.67 / MAX: 11.641. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 5.68 / Avg: 5.96 / Max: 6.29Min: 5.81 / Avg: 6.25 / Max: 6.651. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Ubuntu 21.10Ubuntu 21.10 + Linux 5.15510152025SE +/- 0.42, N = 15SE +/- 0.39, N = 1420.7121.02MIN: 18.2 / MAX: 28.32MIN: 18.32 / MAX: 25.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Ubuntu 21.10Ubuntu 21.10 + Linux 5.15510152025Min: 18.4 / Avg: 20.71 / Max: 22.98Min: 18.47 / Avg: 21.02 / Max: 22.311. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.06342.12683.19024.25365.317SE +/- 0.054, N = 14SE +/- 0.054, N = 154.4414.726MIN: 3.94 / MAX: 7.88MIN: 4.13 / MAX: 8.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.04 / Avg: 4.44 / Max: 4.79Min: 4.33 / Avg: 4.73 / Max: 5.141. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.53441.06881.60322.13762.672SE +/- 0.034, N = 14SE +/- 0.037, N = 152.3702.375MIN: 2.11 / MAX: 5.91MIN: 2.15 / MAX: 5.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 2.15 / Avg: 2.37 / Max: 2.54Min: 2.19 / Avg: 2.38 / Max: 2.581. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Ubuntu 21.10 + Linux 5.1560120180240300SE +/- 3.77, N = 3SE +/- 2.61, N = 6274.26275.49
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Ubuntu 21.10 + Linux 5.1550100150200250Min: 266.75 / Avg: 274.26 / Max: 278.45Min: 267.31 / Avg: 275.49 / Max: 285.19

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100SE +/- 1.29, N = 15SE +/- 1.39, N = 1579.4080.311. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.10Ubuntu 21.10 + Linux 5.151530456075Min: 73.44 / Avg: 79.4 / Max: 84.32Min: 73.45 / Avg: 80.31 / Max: 90.761. (CXX) g++ options: -O2 -lOpenCL

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.1511K22K33K44K55KSE +/- 432.80, N = 9SE +/- 385.67, N = 1552710.0352530.111. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.159K18K27K36K45KMin: 51190.48 / Avg: 52710.03 / Max: 54529.09Min: 49862.03 / Avg: 52530.11 / Max: 54928.341. (CC) gcc options: -lcrypt -lz -O3 -march=native

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500SE +/- 12.42, N = 3SE +/- 6.17, N = 3133013061. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10Ubuntu 21.10 + Linux 5.152004006008001000Min: 1308 / Avg: 1330 / Max: 1351Min: 1299 / Avg: 1305.67 / Max: 13181. (CXX) g++ options: -flto -pthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.6.4Clients: 512Ubuntu 21.10Ubuntu 21.10 + Linux 5.15150300450600750SE +/- 1.91, N = 3SE +/- 6.28, N = 37036471. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl
OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.6.4Clients: 512Ubuntu 21.10Ubuntu 21.10 + Linux 5.15120240360480600Min: 701.26 / Avg: 703.41 / Max: 707.21Min: 638.16 / Avg: 647.09 / Max: 659.21. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 21.10 + Linux 5.15Ubuntu 21.100.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 30.980.961. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 0.96 / Avg: 0.96 / Max: 0.961. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.24, N = 3SE +/- 0.49, N = 3239.68243.111. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 21.10 + Linux 5.15Ubuntu 21.104080120160200Min: 239.34 / Avg: 239.68 / Max: 240.14Min: 242.61 / Avg: 243.11 / Max: 244.081. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.10 + Linux 5.15Ubuntu 21.1060K120K180K240K300KSE +/- 277.92, N = 3SE +/- 1689.23, N = 32723102696881. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.10 + Linux 5.15Ubuntu 21.1050K100K150K200K250KMin: 271817.94 / Avg: 272309.97 / Max: 272779.94Min: 267373.03 / Avg: 269688.34 / Max: 272976.721. (CC) gcc options: -pedantic -O3

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.32, N = 3SE +/- 0.59, N = 3234.95235.75
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10 + Linux 5.15Ubuntu 21.104080120160200Min: 234.63 / Avg: 234.95 / Max: 235.58Min: 235.09 / Avg: 235.75 / Max: 236.93

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.1050100150200250SE +/- 0.53, N = 3SE +/- 0.51, N = 3227.94229.14
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.104080120160200Min: 227.22 / Avg: 227.94 / Max: 228.97Min: 228.16 / Avg: 229.14 / Max: 229.89

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.02, N = 3SE +/- 0.09, N = 310.2910.10
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 10.24 / Avg: 10.29 / Max: 10.31Min: 9.92 / Avg: 10.1 / Max: 10.2

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.0920.1840.2760.3680.46SE +/- 0.001, N = 3SE +/- 0.001, N = 30.4030.4091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.1012345Min: 0.4 / Avg: 0.4 / Max: 0.4Min: 0.41 / Avg: 0.41 / Max: 0.411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10130K260K390K520K650KSE +/- 682.74, N = 3SE +/- 1809.68, N = 36204256116331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10110K220K330K440K550KMin: 619079.55 / Avg: 620425.39 / Max: 621298.21Min: 608117.11 / Avg: 611633.03 / Max: 614135.011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

BRL-CAD

BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricUbuntu 21.10Ubuntu 21.10 + Linux 5.1570K140K210K280K350K3495083490041. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.150.180.360.540.720.9SE +/- 0.002, N = 3SE +/- 0.002, N = 30.7820.8001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 0.8 / Avg: 0.8 / Max: 0.81. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.15140K280K420K560K700KSE +/- 1182.41, N = 3SE +/- 1517.26, N = 36393616247941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.15110K220K330K440K550KMin: 637849.71 / Avg: 639361.16 / Max: 641691.98Min: 621902.78 / Avg: 624793.85 / Max: 627037.821. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10 + Linux 5.15Ubuntu 21.106001200180024003000SE +/- 0.69, N = 3SE +/- 0.80, N = 32837.532850.24MIN: 2800.78 / MAX: 2894.04MIN: 2802.46 / MAX: 2916.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10 + Linux 5.15Ubuntu 21.105001000150020002500Min: 2836.47 / Avg: 2837.53 / Max: 2838.82Min: 2848.63 / Avg: 2850.24 / Max: 2851.121. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.151.33852.6774.01555.3546.6925SE +/- 0.055, N = 3SE +/- 0.064, N = 54.6835.9491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810Min: 4.58 / Avg: 4.68 / Max: 4.75Min: 5.8 / Avg: 5.95 / Max: 6.171. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.1511K22K33K44K55KSE +/- 632.60, N = 3SE +/- 445.65, N = 553398420461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.159K18K27K36K45KMin: 52615.71 / Avg: 53397.84 / Max: 54650.15Min: 40502.14 / Avg: 42045.56 / Max: 43117.811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10 + Linux 5.15Ubuntu 21.108000M16000M24000M32000M40000MSE +/- 63835094.69, N = 3SE +/- 85432560.60, N = 336289852270361642702631. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10 + Linux 5.15Ubuntu 21.106000M12000M18000M24000M30000MMin: 36162249750 / Avg: 36289852270 / Max: 36357252920Min: 36021457220 / Avg: 36164270263.33 / Max: 363169140501. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: RingcoinUbuntu 21.10Ubuntu 21.10 + Linux 5.157001400210028003500SE +/- 46.58, N = 15SE +/- 38.34, N = 153390.463378.781. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: RingcoinUbuntu 21.10Ubuntu 21.10 + Linux 5.156001200180024003000Min: 3030.71 / Avg: 3390.46 / Max: 3513.48Min: 3044.75 / Avg: 3378.78 / Max: 3525.21. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Myriad-GroestlUbuntu 21.10 + Linux 5.15Ubuntu 21.103K6K9K12K15KSE +/- 98.67, N = 15SE +/- 100.41, N = 1512437123151. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Myriad-GroestlUbuntu 21.10 + Linux 5.15Ubuntu 21.102K4K6K8K10KMin: 11910 / Avg: 12437.33 / Max: 12860Min: 11900 / Avg: 12314.67 / Max: 128201. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.10306090120150SE +/- 0.20, N = 3SE +/- 0.14, N = 3153.04153.71
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.10306090120150Min: 152.67 / Avg: 153.04 / Max: 153.37Min: 153.45 / Avg: 153.71 / Max: 153.94

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU CacheUbuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100SE +/- 1.52, N = 15SE +/- 1.59, N = 15105.97105.961. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU CacheUbuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100Min: 98.08 / Avg: 105.97 / Max: 116.14Min: 95.91 / Avg: 105.96 / Max: 113.941. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.12, N = 3SE +/- 0.15, N = 310.7712.961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620Min: 10.62 / Avg: 10.77 / Max: 11.01Min: 12.76 / Avg: 12.96 / Max: 13.241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.1510K20K30K40K50KSE +/- 522.25, N = 3SE +/- 429.40, N = 346430385941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.158K16K24K32K40KMin: 45398.04 / Avg: 46430 / Max: 47085.74Min: 37760.43 / Avg: 38593.9 / Max: 39189.971. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.07610.15220.22830.30440.3805SE +/- 0.001, N = 3SE +/- 0.001, N = 30.3340.3381. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.1012345Min: 0.33 / Avg: 0.33 / Max: 0.34Min: 0.34 / Avg: 0.34 / Max: 0.341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10160K320K480K640K800KSE +/- 1092.30, N = 3SE +/- 2610.98, N = 37482637394001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10130K260K390K520K650KMin: 746292.63 / Avg: 748263.01 / Max: 750065.22Min: 734178.96 / Avg: 739400.43 / Max: 742073.121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.100.15190.30380.45570.60760.7595SE +/- 0.003, N = 3SE +/- 0.007, N = 30.6390.6751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 0.64 / Avg: 0.64 / Max: 0.65Min: 0.67 / Avg: 0.68 / Max: 0.691. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KSE +/- 3621.04, N = 3SE +/- 7536.29, N = 37828767402961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.10140K280K420K560K700KMin: 775698.86 / Avg: 782876.44 / Max: 787300.4Min: 725247.83 / Avg: 740295.57 / Max: 748568.621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 21.10 + Linux 5.15Ubuntu 21.1050K100K150K200K250KSE +/- 1062.06, N = 3SE +/- 927.98, N = 3231554230318
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KMin: 229741 / Avg: 231554.33 / Max: 233419Min: 229017 / Avg: 230318.33 / Max: 232115

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.104080120160200SE +/- 1.00, N = 3SE +/- 0.60, N = 31711671. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10306090120150Min: 169.5 / Avg: 170.5 / Max: 172.5Min: 166 / Avg: 167.17 / Max: 1681. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1090180270360450SE +/- 1.89, N = 3SE +/- 0.50, N = 34364281. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1080160240320400Min: 433 / Avg: 436 / Max: 439.5Min: 427.5 / Avg: 428 / Max: 4291. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 26.51, N = 3SE +/- 67.67, N = 317704171561. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.103K6K9K12K15KMin: 17674 / Avg: 17704.17 / Max: 17757Min: 17072 / Avg: 17155.5 / Max: 17289.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.08, N = 47.357.301. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 7.31 / Avg: 7.35 / Max: 7.39Min: 7.08 / Avg: 7.3 / Max: 7.421. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 7Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.749.361. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 7Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 9.73 / Avg: 9.74 / Max: 9.74Min: 9.35 / Avg: 9.36 / Max: 9.361. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.10Ubuntu 21.10 + Linux 5.154080120160200162.67163.07

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Blake-2 SUbuntu 21.10Ubuntu 21.10 + Linux 5.15300K600K900K1200K1500KSE +/- 14384.10, N = 5SE +/- 12480.44, N = 15133517812925251. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Blake-2 SUbuntu 21.10Ubuntu 21.10 + Linux 5.15200K400K600K800K1000KMin: 1281300 / Avg: 1335178 / Max: 1363620Min: 1218370 / Avg: 1292525.33 / Max: 13814401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.30, N = 3SE +/- 0.12, N = 323.9222.20
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430Min: 23.49 / Avg: 23.92 / Max: 24.51Min: 21.96 / Avg: 22.2 / Max: 22.33

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Ubuntu 21.10 + Linux 5.15306090120150147.90147.98

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 224.44, N = 3SE +/- 23.56, N = 3135459.43128080.821. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KMin: 135020.6 / Avg: 135459.43 / Max: 135760.65Min: 128033.71 / Avg: 128080.82 / Max: 128105.361. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 303.65, N = 3SE +/- 293.41, N = 3134586.75128306.911. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KMin: 134278.47 / Avg: 134586.75 / Max: 135194.03Min: 127727.65 / Avg: 128306.91 / Max: 128677.861. (CC) gcc options: -shared -fPIC -O2

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 409.77, N = 3SE +/- 366.10, N = 3202016.07178550.681. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KMin: 201196.54 / Avg: 202016.07 / Max: 202427.67Min: 177944.09 / Avg: 178550.68 / Max: 179209.121. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 239.94, N = 3SE +/- 140.36, N = 3202847.39180031.891. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KMin: 202499.38 / Avg: 202847.39 / Max: 203307.55Min: 179828.14 / Avg: 180031.89 / Max: 180300.991. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 177.77, N = 3SE +/- 175.84, N = 3200086.32178900.551. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KMin: 199901.6 / Avg: 200086.32 / Max: 200441.78Min: 178556.18 / Avg: 178900.55 / Max: 179134.481. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KSE +/- 271.45, N = 3SE +/- 236.63, N = 3203360.66180523.871. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KMin: 202831.58 / Avg: 203360.66 / Max: 203730.64Min: 180273.16 / Avg: 180523.87 / Max: 180996.841. (CC) gcc options: -lcrypt -lz -O3 -march=native

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.1514002800420056007000SE +/- 55.13, N = 3SE +/- 56.37, N = 36319.906116.771. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1Ubuntu 21.10Ubuntu 21.10 + Linux 5.1511002200330044005500Min: 6228.76 / Avg: 6319.9 / Max: 6419.21Min: 6051.47 / Avg: 6116.77 / Max: 62291. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 1124.68, N = 3SE +/- 657.97, N = 3141087.74133795.461. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KMin: 138839.76 / Avg: 141087.74 / Max: 142279.97Min: 132481.36 / Avg: 133795.46 / Max: 134512.731. (CC) gcc options: -shared -fPIC -O2

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1050K100K150K200K250KSE +/- 512.02, N = 3SE +/- 250.97, N = 3220753.31192582.121. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1040K80K120K160K200KMin: 219874.61 / Avg: 220753.31 / Max: 221648.09Min: 192093.56 / Avg: 192582.12 / Max: 192926.111. (CC) gcc options: -lcrypt -lz -O3 -march=native

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1030K60K90K120K150KSE +/- 464.12, N = 3SE +/- 282.17, N = 3120148.11110031.151. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100Ubuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KMin: 119237.13 / Avg: 120148.11 / Max: 120757.94Min: 109503.43 / Avg: 110031.15 / Max: 110468.181. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1016K32K48K64K80KSE +/- 580.65, N = 3SE +/- 99.66, N = 376761.5467345.501. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 20Ubuntu 21.10 + Linux 5.15Ubuntu 21.1013K26K39K52K65KMin: 75693.94 / Avg: 76761.54 / Max: 77691.1Min: 67223.24 / Avg: 67345.5 / Max: 67542.971. (CC) gcc options: -shared -fPIC -O2

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KSE +/- 5.29, N = 3SE +/- 6.02, N = 3114579.76114562.031. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm
OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KMin: 114571.75 / Avg: 114579.76 / Max: 114589.75Min: 114550.57 / Avg: 114562.03 / Max: 114570.951. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.10Ubuntu 21.10 + Linux 5.150.69981.39962.09942.79923.499SE +/- 0.00, N = 3SE +/- 0.00, N = 33.113.10MIN: 3.05 / MAX: 3.13MIN: 3.01 / MAX: 3.12
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810Min: 3.11 / Avg: 3.11 / Max: 3.11Min: 3.1 / Avg: 3.1 / Max: 3.11

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10714212835SE +/- 0.23, N = 3SE +/- 0.09, N = 328.9927.13
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10612182430Min: 28.52 / Avg: 28.99 / Max: 29.25Min: 26.95 / Avg: 27.13 / Max: 27.23

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.10 + Linux 5.15Ubuntu 21.1020406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 384.1085.061. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.10 + Linux 5.15Ubuntu 21.101632486480Min: 84.07 / Avg: 84.1 / Max: 84.16Min: 85.03 / Avg: 85.06 / Max: 85.111. (CXX) g++ options: -O2 -lOpenCL

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.02, N = 3SE +/- 0.08, N = 37.467.421. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 21.10 + Linux 5.153691215Min: 7.44 / Avg: 7.46 / Max: 7.5Min: 7.27 / Avg: 7.42 / Max: 7.511. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.1030060090012001500SE +/- 0.45, N = 3SE +/- 1.18, N = 31412.991429.31MIN: 1396.9MIN: 1397.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.102004006008001000Min: 1412.25 / Avg: 1412.99 / Max: 1413.79Min: 1427.21 / Avg: 1429.31 / Max: 1431.311. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.102004006008001000SE +/- 1.21, N = 3SE +/- 2.29, N = 3766.69777.26MIN: 756.56MIN: 757.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10140280420560700Min: 764.47 / Avg: 766.69 / Max: 768.65Min: 772.93 / Avg: 777.26 / Max: 780.731. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 21.10 + Linux 5.15Ubuntu 21.10500K1000K1500K2000K2500KSE +/- 39012.54, N = 15SE +/- 45756.31, N = 152195897.792148023.021. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 21.10 + Linux 5.15Ubuntu 21.10400K800K1200K1600K2000KMin: 2006433.25 / Avg: 2195897.79 / Max: 2508175.5Min: 1968154.38 / Avg: 2148023.02 / Max: 2545193.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.106K12K18K24K30KSE +/- 262.43, N = 3SE +/- 357.24, N = 32830527825
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.105K10K15K20K25KMin: 27794 / Avg: 28304.67 / Max: 28665Min: 27111 / Avg: 27825.33 / Max: 28195

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10Ubuntu 21.10 + Linux 5.1516M32M48M64M80MSE +/- 716479.64, N = 3SE +/- 552677.79, N = 1575631071753043691. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10Ubuntu 21.10 + Linux 5.1513M26M39M52M65MMin: 74755871 / Avg: 75631071 / Max: 77051294Min: 70173742 / Avg: 75304369.07 / Max: 791637661. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsUbuntu 21.10 + Linux 5.15Ubuntu 21.100.94051.8812.82153.7624.7025SE +/- 0.00, N = 3SE +/- 0.01, N = 34.184.171. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.18 / Avg: 4.18 / Max: 4.18Min: 4.16 / Avg: 4.17 / Max: 4.181. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10 + Linux 5.15Ubuntu 21.101.11152.2233.33454.4465.5575SE +/- 0.01, N = 3SE +/- 0.00, N = 34.944.931. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.93 / Avg: 4.94 / Max: 4.95Min: 4.92 / Avg: 4.93 / Max: 4.931. (CXX) g++ options: -O3

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.01, N = 37.097.05MIN: 6.35 / MAX: 7.47MIN: 6.32 / MAX: 7.44
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 7.06 / Avg: 7.09 / Max: 7.11Min: 7.04 / Avg: 7.05 / Max: 7.07

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.100.83031.66062.49093.32124.1515SE +/- 0.04, N = 3SE +/- 0.01, N = 33.693.61MIN: 1.43 / MAX: 4.3MIN: 1.38 / MAX: 4.2
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 3.63 / Avg: 3.69 / Max: 3.77Min: 3.6 / Avg: 3.61 / Max: 3.63

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.10 + Linux 5.15Ubuntu 21.10300K600K900K1200K1500KSE +/- 1952.13, N = 3SE +/- 1392.75, N = 312179031224573
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KMin: 1214120 / Avg: 1217903.33 / Max: 1220630Min: 1222910 / Avg: 1224573.33 / Max: 1227340

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.100.89781.79562.69343.59124.489SE +/- 0.01, N = 3SE +/- 0.01, N = 33.993.94MIN: 1.52 / MAX: 4.63MIN: 1.48 / MAX: 4.61
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 3.97 / Avg: 3.99 / Max: 4Min: 3.93 / Avg: 3.94 / Max: 3.96

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KSE +/- 529.75, N = 3SE +/- 399.50, N = 310761401080320
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10200K400K600K800K1000KMin: 1075410 / Avg: 1076140 / Max: 1077170Min: 1079660 / Avg: 1080320 / Max: 1081040

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.13, N = 15SE +/- 0.43, N = 1514.1114.10MIN: 11.99 / MAX: 14.83MIN: 10.13 / MAX: 16.63
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.1548121620Min: 12.82 / Avg: 14.11 / Max: 14.75Min: 10.21 / Avg: 14.1 / Max: 16.55

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.04, N = 3SE +/- 0.18, N = 314.5014.94MIN: 14.35 / MAX: 17.97MIN: 14.42 / MAX: 114.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 14.43 / Avg: 14.5 / Max: 14.56Min: 14.67 / Avg: 14.94 / Max: 15.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.11, N = 3SE +/- 0.11, N = 315.6916.17MIN: 15.28 / MAX: 19.14MIN: 15.43 / MAX: 158.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 15.55 / Avg: 15.69 / Max: 15.92Min: 16.01 / Avg: 16.17 / Max: 16.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10 + Linux 5.15Ubuntu 21.10510152025SE +/- 0.62, N = 3SE +/- 0.35, N = 320.1521.12MIN: 19.23 / MAX: 24.44MIN: 19.68 / MAX: 123.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10 + Linux 5.15Ubuntu 21.10510152025Min: 19.45 / Avg: 20.15 / Max: 21.38Min: 20.64 / Avg: 21.12 / Max: 21.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10 + Linux 5.15Ubuntu 21.1048121620SE +/- 0.24, N = 3SE +/- 0.31, N = 315.4516.43MIN: 14.99 / MAX: 19.35MIN: 15.63 / MAX: 176.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 15.17 / Avg: 15.45 / Max: 15.94Min: 15.94 / Avg: 16.43 / Max: 17.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10 + Linux 5.15Ubuntu 21.101.2512.5023.7535.0046.255SE +/- 0.25, N = 3SE +/- 0.05, N = 34.985.56MIN: 4.57 / MAX: 8.33MIN: 5.35 / MAX: 49.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.73 / Avg: 4.98 / Max: 5.48Min: 5.5 / Avg: 5.56 / Max: 5.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.22, N = 3SE +/- 0.05, N = 38.749.26MIN: 8.38 / MAX: 10.87MIN: 8.7 / MAX: 58.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 8.52 / Avg: 8.74 / Max: 9.17Min: 9.17 / Avg: 9.26 / Max: 9.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430SE +/- 0.57, N = 3SE +/- 0.16, N = 324.7025.51MIN: 23.74 / MAX: 37.55MIN: 24.52 / MAX: 94.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10 + Linux 5.15Ubuntu 21.10612182430Min: 24.01 / Avg: 24.7 / Max: 25.84Min: 25.23 / Avg: 25.51 / Max: 25.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.34, N = 3SE +/- 0.35, N = 312.4813.03MIN: 11.83 / MAX: 15.88MIN: 12.37 / MAX: 104.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 12.13 / Avg: 12.48 / Max: 13.17Min: 12.67 / Avg: 13.03 / Max: 13.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10 + Linux 5.15Ubuntu 21.100.66831.33662.00492.67323.3415SE +/- 0.02, N = 3SE +/- 0.12, N = 32.742.97MIN: 2.67 / MAX: 3.22MIN: 2.7 / MAX: 104.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 2.72 / Avg: 2.74 / Max: 2.78Min: 2.77 / Avg: 2.97 / Max: 3.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.00, N = 3SE +/- 0.06, N = 36.817.07MIN: 6.74 / MAX: 10.45MIN: 6.84 / MAX: 61.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10 + Linux 5.15Ubuntu 21.103691215Min: 6.81 / Avg: 6.81 / Max: 6.82Min: 6.98 / Avg: 7.07 / Max: 7.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10 + Linux 5.15Ubuntu 21.101.15432.30863.46294.61725.7715SE +/- 0.02, N = 3SE +/- 0.03, N = 35.015.13MIN: 4.91 / MAX: 15.1MIN: 5 / MAX: 20.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.97 / Avg: 5.01 / Max: 5.05Min: 5.08 / Avg: 5.13 / Max: 5.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810SE +/- 0.02, N = 3SE +/- 0.02, N = 36.136.21MIN: 5.99 / MAX: 8.3MIN: 6.02 / MAX: 21.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 6.11 / Avg: 6.13 / Max: 6.16Min: 6.17 / Avg: 6.21 / Max: 6.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.27352.5473.82055.0946.3675SE +/- 0.02, N = 3SE +/- 0.16, N = 35.315.66MIN: 5.21 / MAX: 15.93MIN: 5.23 / MAX: 133.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 5.28 / Avg: 5.31 / Max: 5.34Min: 5.4 / Avg: 5.66 / Max: 5.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.101.28932.57863.86795.15726.4465SE +/- 0.02, N = 3SE +/- 0.02, N = 35.615.73MIN: 5.46 / MAX: 9.47MIN: 5.52 / MAX: 15.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 5.57 / Avg: 5.61 / Max: 5.65Min: 5.69 / Avg: 5.73 / Max: 5.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10 + Linux 5.15Ubuntu 21.103691215SE +/- 0.18, N = 3SE +/- 0.12, N = 312.8413.59MIN: 12.4 / MAX: 14.89MIN: 12.98 / MAX: 71.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10 + Linux 5.15Ubuntu 21.1048121620Min: 12.64 / Avg: 12.84 / Max: 13.19Min: 13.36 / Avg: 13.59 / Max: 13.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.101.07332.14663.21994.29325.3665SE +/- 0.01, N = 3SE +/- 0.02, N = 34.774.74MIN: 4.56 / MAX: 5.2MIN: 4.6 / MAX: 5.11
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 4.74 / Avg: 4.77 / Max: 4.79Min: 4.72 / Avg: 4.74 / Max: 4.78

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 291.70, N = 3SE +/- 285.21, N = 386693.489415.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10 + Linux 5.15Ubuntu 21.1016K32K48K64K80KMin: 86119.2 / Avg: 86693.43 / Max: 87069.8Min: 89124.9 / Avg: 89415.1 / Max: 89985.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10 + Linux 5.15Ubuntu 21.1020K40K60K80K100KSE +/- 134.59, N = 3SE +/- 42.73, N = 381889.182510.8
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10 + Linux 5.15Ubuntu 21.1014K28K42K56K70KMin: 81629.8 / Avg: 81889.07 / Max: 82081.4Min: 82433.5 / Avg: 82510.8 / Max: 82581

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10 + Linux 5.15Ubuntu 21.1013K26K39K52K65KSE +/- 189.93, N = 3SE +/- 4.08, N = 358918.059851.7
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10 + Linux 5.15Ubuntu 21.1010K20K30K40K50KMin: 58540.8 / Avg: 58918 / Max: 59145.4Min: 59843.8 / Avg: 59851.67 / Max: 59857.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.10 + Linux 5.15Ubuntu 21.1012K24K36K48K60KSE +/- 104.96, N = 3SE +/- 98.36, N = 354956.155376.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.10 + Linux 5.15Ubuntu 21.1010K20K30K40K50KMin: 54781.7 / Avg: 54956.13 / Max: 55144.5Min: 55264.8 / Avg: 55375.97 / Max: 55572.1

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.151326395265SE +/- 0.04, N = 3SE +/- 0.11, N = 359.7959.91
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.151224364860Min: 59.74 / Avg: 59.79 / Max: 59.87Min: 59.71 / Avg: 59.91 / Max: 60.08

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10160K320K480K640K800KSE +/- 2476.72, N = 3SE +/- 2766.16, N = 37413437277671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10130K260K390K520K650KMin: 738270 / Avg: 741343 / Max: 746244Min: 724582 / Avg: 727767 / Max: 7332771. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random FillUbuntu 21.10Ubuntu 21.10 + Linux 5.15170K340K510K680K850KSE +/- 4583.67, N = 3SE +/- 6927.89, N = 37774217724681. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random FillUbuntu 21.10Ubuntu 21.10 + Linux 5.15130K260K390K520K650KMin: 768342 / Avg: 777421 / Max: 783060Min: 760409 / Avg: 772468 / Max: 7844071. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10600K1200K1800K2400K3000KSE +/- 16007.37, N = 3SE +/- 15779.88, N = 3274844026877911. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write RandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10500K1000K1500K2000K2500KMin: 2716964 / Avg: 2748440 / Max: 2769243Min: 2664456 / Avg: 2687790.67 / Max: 27178601. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1090K180K270K360K450KSE +/- 30.40, N = 3SE +/- 52.16, N = 3426052.9425838.41. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1070K140K210K280K350KMin: 426007.5 / Avg: 426052.87 / Max: 426110.6Min: 425774.2 / Avg: 425838.4 / Max: 425941.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1014002800420056007000SE +/- 0.35, N = 3SE +/- 4.34, N = 36529.16520.21. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10 + Linux 5.15Ubuntu 21.1011002200330044005500Min: 6528.5 / Avg: 6529.07 / Max: 6529.7Min: 6515.1 / Avg: 6520.17 / Max: 6528.81. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10 + Linux 5.15Ubuntu 21.100.74181.48362.22542.96723.709SE +/- 0.000, N = 3SE +/- 0.011, N = 33.2973.2591. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 3.3 / Avg: 3.3 / Max: 3.3Min: 3.24 / Avg: 3.26 / Max: 3.271. (CXX) g++ options: -O3

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.101326395265SE +/- 0.12, N = 3SE +/- 0.15, N = 356.0856.36
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.101122334455Min: 55.86 / Avg: 56.08 / Max: 56.3Min: 56.07 / Avg: 56.36 / Max: 56.55

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 44.27, N = 3SE +/- 22.84, N = 318333.418217.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.103K6K9K12K15KMin: 18282.9 / Avg: 18333.37 / Max: 18421.6Min: 18188.1 / Avg: 18217.53 / Max: 18262.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaUbuntu 21.10 + Linux 5.15Ubuntu 21.100.72231.44462.16692.88923.6115SE +/- 0.00, N = 3SE +/- 0.00, N = 33.213.211. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 3.21 / Avg: 3.21 / Max: 3.21Min: 3.2 / Avg: 3.21 / Max: 3.211. (CXX) g++ options: -O3

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.104K8K12K16K20KSE +/- 6.03, N = 3SE +/- 14.16, N = 319138.519059.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.103K6K9K12K15KMin: 19128.1 / Avg: 19138.5 / Max: 19149Min: 19035.7 / Avg: 19059.63 / Max: 19084.71. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomUbuntu 21.10 + Linux 5.15Ubuntu 21.100.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 31.111.111. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10246810Min: 1.1 / Avg: 1.11 / Max: 1.11Min: 1.11 / Avg: 1.11 / Max: 1.111. (CXX) g++ options: -O3

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: IO_uringUbuntu 21.10 + Linux 5.15Ubuntu 21.10110K220K330K440K550KSE +/- 5001.47, N = 6SE +/- 1552.41, N = 3493315.90116668.491. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: IO_uringUbuntu 21.10 + Linux 5.15Ubuntu 21.1090K180K270K360K450KMin: 472835.24 / Avg: 493315.9 / Max: 508855.71Min: 113812.95 / Avg: 116668.49 / Max: 119151.871. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 0Ubuntu 21.10 + Linux 5.15Ubuntu 21.101020304050SE +/- 0.14, N = 3SE +/- 0.04, N = 345.0745.121. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10918273645Min: 44.8 / Avg: 45.07 / Max: 45.27Min: 45.05 / Avg: 45.12 / Max: 45.181. (CXX) g++ options: -O3 -fPIC -lm

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Ubuntu 21.10 + Linux 5.150.17490.34980.52470.69960.8745SE +/- 0.00109, N = 3SE +/- 0.00218, N = 30.777250.77730
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Ubuntu 21.10 + Linux 5.15246810Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 0.77 / Avg: 0.78 / Max: 0.78

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.