Ubuntu 21.10 EPYC Milan

AMD EPYC 74F3 24-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on Ubuntu 21.04 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 2110131-TJ-2110124TJ87
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

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

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
Ubuntu 21.10
October 10
  18 Hours, 7 Minutes
Ubuntu 21.10 + Linux 5.15
October 11
  17 Hours, 4 Minutes
Ubuntu 21.04
October 12
  17 Hours, 42 Minutes
Invert Hiding All Results Option
  17 Hours, 38 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):


Ubuntu 21.10 EPYC MilanProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04AMD 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)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41920x10805.15.0-051500rc5daily20211011-generic (x86_64) 20211010Ubuntu 21.045.11.0-37-generic (x86_64)1.0.2GCC 10.3.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 21.10: --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 - Ubuntu 21.10 + Linux 5.15: --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 - Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Java Details- Ubuntu 21.10: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Ubuntu 21.10 + Linux 5.15: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)Python Details- Ubuntu 21.10: Python 3.9.7- Ubuntu 21.10 + Linux 5.15: Python 3.9.7- Ubuntu 21.04: Python 3.9.5Security Details- 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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Result OverviewPhoronix Test Suite 10.6.1100%104%108%112%116%PostgreSQL pgbenchStress-NGONNX RuntimeGoogle SynthMarknginxMobile Neural NetworkMariaDBCpuminer-OptVP9 libvpx Encodinglibavif avifencApache HTTP ServerPlaidMLLeelaChessZeroNCNNJPEG XL libjxlNAS Parallel BenchmarksTNNXcompact3d Incompact3dTimed Godot Game Engine CompilationTTSIOD 3D RendererRedisTimed Linux Kernel CompilationLAMMPS Molecular Dynamics SimulatorOpenFOAMTimed Node.js Compilation7-Zip CompressionSVT-VP9SecureMarkSVT-AV1Chaos Group V-RAYx265LuxCoreRenderSVT-HEVCsimdjsonASTC EncoderRodiniaTimed LLVM CompilationIntel Open Image DenoiseGROMACSFacebook RocksDBoneDNNApache CassandraAOM AV1OSPrayAppleseedXmrigStockfishBRL-CADBlenderOpenSSLEmbreeNAMDSysbenchTensorFlow LiteNatron

Ubuntu 21.10 EPYC Milanpgbench: 1000 - 500 - Read Write - Average Latencypgbench: 1000 - 500 - Read Writelczero: BLASpgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writelammps: 20k Atomsmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3rodinia: OpenMP HotSpot3Donnx: bertsquad-10 - OpenMP CPUbuild-llvm: Unix Makefilesonnx: super-resolution-10 - OpenMP CPUlczero: Eigenmysqlslap: 512jpegxl: PNG - 8openfoam: Motorbike 60Msecuremark: SecureMark-TLSnginx: 1build-llvm: Ninjablender: Barbershop - CPU-Onlyplaidml: No - Inference - ResNet 50 - CPUpgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 500 - Read Only - Average Latencypgbench: 1000 - 500 - Read Onlybrl-cad: VGR Performance Metrictnn: 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 CPUcpuminer-opt: Blake-2 Sonnx: shufflenet-v2-10 - OpenMP CPUaom-av1: Speed 6 Two-Pass - Bosphorus 4Kjpegxl: PNG - 7appleseed: Emilyapache: 1000plaidml: No - Inference - VGG19 - CPUappleseed: Material Testerapache: 500nginx: 100nginx: 1000nginx: 200nginx: 500apache: 1apache: 200nginx: 20apache: 100apache: 20sysbench: CPUospray: San Miguel - Path Tracerstockfish: Total Timeplaidml: No - Inference - VGG16 - CPUvpxenc: Speed 0 - Bosphorus 4Krodinia: OpenMP LavaMDv-ray: CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUredis: SETrocksdb: Rand Fillsimdjson: PartialTweetssimdjson: DistinctUserIDluxcorerender: Orange Juice - CPUluxcorerender: Danish Mood - CPUtensorflow-lite: Inception V4luxcorerender: LuxCore Benchmark - CPUtensorflow-lite: Inception ResNet V2ncnn: 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: Rainbow Colors and Prism - CPUluxcorerender: DLSC - CPUtensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floatblender: BMW27 - CPU-Onlyrocksdb: Update Randrocksdb: Read Rand Write Randopenssl: RSA4096openssl: RSA4096gromacs: MPI CPU - water_GMX50_barebuild-godot: Time To Compilexmrig: Monero - 1Msimdjson: Kostyaxmrig: Wownero - 1Msimdjson: LargeRandnamd: ATPase Simulation - 327,506 Atomsrodinia: OpenMP Leukocyteavifenc: 0npb: SP.Cstress-ng: IO_uringvpxenc: Speed 5 - Bosphorus 4Kbuild-linux-kernel: Time To Compileoidn: RT.ldr_alb_nrm.3840x2160compress-7zip: Compress Speed Testopenfoam: Motorbike 30Mredis: GETsvt-av1: Preset 8 - Bosphorus 4Kcpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: x25xcpuminer-opt: Triple SHA-256, Onecoincpuminer-opt: Skeincoincpuminer-opt: Garlicoincpuminer-opt: LBC, LBRY Creditscpuminer-opt: Deepcoinincompact3d: input.i3d 193 Cells Per Directioncpuminer-opt: Magistress-ng: NUMAstress-ng: MMAPstress-ng: Mallocstress-ng: System V Message Passingstress-ng: Cryptostress-ng: Context Switchingstress-ng: Memory Copyingstress-ng: CPU Stressstress-ng: MEMFDstress-ng: Socket Activitystress-ng: Vector Mathstress-ng: SENDFILEstress-ng: Forkingstress-ng: Matrix Mathstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: Atomicstress-ng: Semaphoressynthmark: VoiceMark_100avifenc: 6, Losslessastcenc: Exhaustivenpb: IS.Dospray: San Miguel - SciVisnatron: Spaceshipnpb: LU.Cavifenc: 2rodinia: OpenMP Streamclusterembree: Pathtracer ISPC - Crownx265: Bosphorus 4Kospray: NASA Streamlines - Path Tracerttsiod-renderer: Phong Rendering With Soft-Shadow Mappingembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonaom-av1: Speed 8 Realtime - Bosphorus 4Ktnn: CPU - MobileNet v2jpegxl: PNG - 5embree: Pathtracer - Asian Dragontnn: CPU - SqueezeNet v1.1jpegxl: JPEG - 5jpegxl: JPEG - 7aom-av1: Speed 9 Realtime - Bosphorus 4Kx265: Bosphorus 1080pnpb: FT.Cjpegxl: JPEG - 8sysbench: RAM / Memoryavifenc: 6rodinia: OpenMP CFD Solverincompact3d: input.i3d 129 Cells Per Directionospray: NASA Streamlines - SciVissvt-vp9: VMAF Optimized - Bosphorus 1080pospray: Magnetic Reconnection - SciVisastcenc: Thoroughnpb: CG.Clammps: Rhodopsin Proteinnpb: SP.Bavifenc: 10, Losslesssvt-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 5.15Ubuntu 21.0415.8863175014576.3494011716.87426.6082.7183.8376.24920.7114.7262.37579.403648274.264505613307030.96243.1126968852710.03235.750229.1410.100.4096116330.7826393613495082850.2364.68353398361642702633390.4612315153.714105.9710.772464300.3387394000.6757402962303181674281335178171567.309.36162.672185128080.8222.20147.897295128306.91178550.68178900.55180031.89180523.876319.90133795.46192582.12110031.1567345.50114579.763.117563107127.137.4685.062278251429.31777.2622148023.027774214.174.937.053.6112245733.94108032014.9416.1721.1216.435.569.2625.5113.032.977.075.136.215.665.7313.5914.114.7489415.182510.859851.755376.059.797277672687791425838.46520.23.25956.36018217.53.2119059.61.110.7772544.60145.12035556.44116668.4917.5136.7310.8617211724.222684890.0019.707214267768.205065532085101977.07690702360030.38514141221.38573.20550.07619879641.776620370.076537.9111961807.378094.8069408.591046.2114982.11142582.12532284.3269854.87102691.893684070.29348.09196373.373625859.10814.64028.86024.06081993.8337.515.182765.1825.0236.55828.492226.3610.53969.49430.763431.464731.28282.13172.0034.1566251.85274.5573.9946.8054.7242915.0328.9410278.239.7229.5416.9081001350.53446.6228.576.567724114.1116.35063598.145.730281.4862.60950332.643.497553.0250024.1742068813409.4442647417.00226.3812.6943.6045.96221.0214.4412.37080.312751275.492591413066470.98239.6827231052530.11234.950227.9410.290.4036204250.8006247943490042837.5325.94942046362898522703378.7812437153.044105.9612.958385940.3347482630.6397828762315541714361292525177047.359.74163.068268135459.4323.92147.981773134586.75202016.07200086.32202847.39203360.666116.77141087.74220753.31120148.1176761.54114562.033.107530436928.997.4284.099283051412.99766.6902195897.797724684.184.947.093.6912179033.99107614014.5015.6920.1515.454.988.7424.7012.482.746.815.016.135.315.6112.8414.104.7786693.481889.158918.054956.159.917413432748440426052.96529.13.29756.08118333.43.2119138.51.110.7773044.35445.07336599.60493315.9016.9736.4660.8517516524.212472940.819.488213690773.605080472094001927.23691632345029.89442001223.67584.46481.35622292053.409796819.426539.8413907201.318141.9869941.341130.0419318.77142690.55521315.0673798.88105285.853705740.26347.75197807.923635712.18816.31028.35824.04572013.1137.515.184921.3524.5186.69528.275526.5810.53957.38730.950931.404430.96280.33874.9234.3835251.44379.0479.2046.7355.2043590.5729.9910249.849.4189.7016.5571997952.11444.4628.576.545025960.1115.90565350.975.390283.5161.87552547.883.197556.4250022.8532256614425.9614240117.21429.0872.8544.0186.52923.0194.7712.61778.192794278.383636613256600.94242.9927554555249.40238.515227.9810.210.4086124730.7826392943503032755.1684.83151773360141711673321.2310356.47157.057109.9711.066451860.3417319440.6817346942295071714401235834179237.239.73162.554116124932.6422.47146.602235127031.04181517.37178392.68182227.85180505.996466.37134421.21194938.96112629.8469310.02114490.113.117531632626.536.9479.189277811411.47763.6222070185.387679944.374.787.033.6712135334.03107256315.4316.3320.7816.074.998.9126.2412.622.807.025.196.235.455.7213.1214.754.7685579.281775.258811.954254.059.737382402748890425938.66530.33.28257.89818245.23.1419125.81.060.7760849.57946.22635627.71257058.3416.1535.6590.8617115225.152633469.2019.318215003782.735066972080835759.04708102353330.29434011224.03825.77505.62663350388.205570866.826652.8213696558.188289.3266584.161054.7414625.69127352.28549103.7159944.75103521.203580441.82322.58199708.113642449.46904.31029.03124.08341790.3137.515.181382.2825.1366.29228.552128.5610.49988.22631.050931.385731.95263.92772.7834.0814250.98076.0276.3047.1352.3043707.6628.7810283.1910.0519.4476.8514182150436.8628.576.718125140.1016.63763522.545.900279.4960.13150207.133.677545.96500OpenBenchmarking.org

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 5.15Ubuntu 21.04612182430SE +/- 0.44, N = 12SE +/- 0.24, N = 3SE +/- 1.15, N = 1215.8924.1722.85-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.04612182430Min: 13.02 / Avg: 15.89 / Max: 18.41Min: 23.84 / Avg: 24.17 / Max: 24.64Min: 16.11 / Avg: 22.85 / Max: 29.81. (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 WriteUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.047K14K21K28K35KSE +/- 916.28, N = 12SE +/- 204.70, N = 3SE +/- 1259.88, N = 12317502068822566-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.046K12K18K24K30KMin: 27153.61 / Avg: 31750.42 / Max: 38405.57Min: 20292.24 / Avg: 20687.79 / Max: 20976.99Min: 16780.15 / Avg: 22565.71 / Max: 31039.331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 5.15Ubuntu 21.0430060090012001500SE +/- 12.03, N = 3SE +/- 14.18, N = 9SE +/- 8.33, N = 31457134014421. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430060090012001500Min: 1434 / Avg: 1456.67 / Max: 1475Min: 1290 / Avg: 1339.56 / Max: 1404Min: 1426 / Avg: 1442 / Max: 14541. (CXX) g++ options: -flto -pthread

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 Write - Average LatencyUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.255, N = 12SE +/- 0.060, N = 3SE +/- 0.229, N = 96.3499.4445.961-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.043691215Min: 5.02 / Avg: 6.35 / Max: 7.45Min: 9.36 / Avg: 9.44 / Max: 9.56Min: 5.2 / Avg: 5.96 / Max: 7.331. (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 5.15Ubuntu 21.049K18K27K36K45KSE +/- 1677.10, N = 12SE +/- 167.14, N = 3SE +/- 1518.58, N = 9401172647442401-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.047K14K21K28K35KMin: 33568.71 / Avg: 40116.74 / Max: 49793.6Min: 26156.56 / Avg: 26473.65 / Max: 26723.84Min: 34115.76 / Avg: 42401.33 / Max: 48099.451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 316.8717.0017.21-pthread1. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 16.79 / Avg: 16.87 / Max: 16.92Min: 16.95 / Avg: 17 / Max: 17.03Min: 17.15 / Avg: 17.21 / Max: 17.251. (CXX) g++ options: -O3 -lm

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04714212835SE +/- 0.33, N = 15SE +/- 0.30, N = 14SE +/- 0.26, N = 1526.6126.3829.09MIN: 24.29 / MAX: 34.57MIN: 23.92 / MAX: 31.4MIN: 26.58 / MAX: 30.751. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430Min: 24.57 / Avg: 26.61 / Max: 28.7Min: 24.11 / Avg: 26.38 / Max: 28.28Min: 26.78 / Avg: 29.09 / Max: 30.281. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.64221.28441.92662.56883.211SE +/- 0.024, N = 15SE +/- 0.021, N = 14SE +/- 0.019, N = 152.7182.6942.854MIN: 2.45 / MAX: 5.04MIN: 2.47 / MAX: 6.09MIN: 2.71 / MAX: 3.091. (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: mobilenet-v1-1.0Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 2.51 / Avg: 2.72 / Max: 2.86Min: 2.57 / Avg: 2.69 / Max: 2.77Min: 2.73 / Avg: 2.85 / Max: 3.011. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.90411.80822.71233.61644.5205SE +/- 0.032, N = 15SE +/- 0.032, N = 14SE +/- 0.022, N = 153.8373.6044.018MIN: 3.58 / MAX: 4.5MIN: 3.38 / MAX: 7.24MIN: 3.82 / MAX: 4.551. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 3.63 / Avg: 3.84 / Max: 4.09Min: 3.42 / Avg: 3.6 / Max: 3.86Min: 3.85 / Avg: 4.02 / Max: 4.191. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810SE +/- 0.054, N = 15SE +/- 0.044, N = 14SE +/- 0.048, N = 156.2495.9626.529MIN: 5.67 / MAX: 11.64MIN: 5.6 / MAX: 9.22MIN: 6.09 / MAX: 7.561. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 5.81 / Avg: 6.25 / Max: 6.65Min: 5.68 / Avg: 5.96 / Max: 6.29Min: 6.18 / Avg: 6.53 / Max: 6.931. (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 5.15Ubuntu 21.04612182430SE +/- 0.42, N = 15SE +/- 0.39, N = 14SE +/- 0.28, N = 1520.7121.0223.02MIN: 18.2 / MAX: 28.32MIN: 18.32 / MAX: 25.57MIN: 20.47 / MAX: 24.671. (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 5.15Ubuntu 21.04510152025Min: 18.4 / Avg: 20.71 / Max: 22.98Min: 18.47 / Avg: 21.02 / Max: 22.31Min: 20.64 / Avg: 23.02 / Max: 24.261. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.07352.1473.22054.2945.3675SE +/- 0.054, N = 15SE +/- 0.054, N = 14SE +/- 0.050, N = 154.7264.4414.771MIN: 4.13 / MAX: 8.49MIN: 3.94 / MAX: 7.88MIN: 4.19 / MAX: 5.51. (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: squeezenetv1.1Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 4.33 / Avg: 4.73 / Max: 5.14Min: 4.04 / Avg: 4.44 / Max: 4.79Min: 4.26 / Avg: 4.77 / Max: 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: mobilenetV3Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.58881.17761.76642.35522.944SE +/- 0.037, N = 15SE +/- 0.034, N = 14SE +/- 0.045, N = 152.3752.3702.617MIN: 2.15 / MAX: 5.63MIN: 2.11 / MAX: 5.91MIN: 2.36 / MAX: 3.221. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 2.19 / Avg: 2.38 / Max: 2.58Min: 2.15 / Avg: 2.37 / Max: 2.54Min: 2.39 / Avg: 2.62 / Max: 2.811. (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

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 5.15Ubuntu 21.0420406080100SE +/- 1.29, N = 15SE +/- 1.39, N = 15SE +/- 1.28, N = 1579.4080.3178.191. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041530456075Min: 73.44 / Avg: 79.4 / Max: 84.32Min: 73.45 / Avg: 80.31 / Max: 90.76Min: 73.5 / Avg: 78.19 / Max: 84.51. (CXX) g++ options: -O2 -lOpenCL

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.042004006008001000SE +/- 8.70, N = 12SE +/- 20.02, N = 12SE +/- 8.53, N = 56487517941. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04140280420560700Min: 622 / Avg: 648.17 / Max: 720.5Min: 638 / Avg: 750.83 / Max: 807.5Min: 761 / Avg: 794.4 / Max: 8071. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler 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 5.15Ubuntu 21.0460120180240300SE +/- 3.77, N = 3SE +/- 2.61, N = 6SE +/- 1.43, N = 3274.26275.49278.38
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450100150200250Min: 266.75 / Avg: 274.26 / Max: 278.45Min: 267.31 / Avg: 275.49 / Max: 285.19Min: 275.53 / Avg: 278.38 / Max: 280.1

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: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0414002800420056007000SE +/- 48.77, N = 12SE +/- 171.09, N = 12SE +/- 0.83, N = 35056591463661. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0411002200330044005500Min: 4878 / Avg: 5055.63 / Max: 5341.5Min: 5111.5 / Avg: 5913.75 / Max: 6442.5Min: 6365 / Avg: 6365.83 / Max: 6367.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 5.15Ubuntu 21.0430060090012001500SE +/- 12.42, N = 3SE +/- 6.17, N = 3SE +/- 9.77, N = 31330130613251. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.042004006008001000Min: 1308 / Avg: 1330 / Max: 1351Min: 1299 / Avg: 1305.67 / Max: 1318Min: 1311 / Avg: 1325.33 / Max: 13441. (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 5.15Ubuntu 21.04150300450600750SE +/- 1.91, N = 3SE +/- 6.28, N = 3SE +/- 2.61, N = 3703647660-pthread1. (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 5.15Ubuntu 21.04120240360480600Min: 701.26 / Avg: 703.41 / Max: 707.21Min: 638.16 / Avg: 647.09 / Max: 659.2Min: 655.31 / Avg: 660.38 / Max: 664.011. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.960.980.94-pthread1. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 0.96 / Avg: 0.96 / Max: 0.96Min: 0.98 / Avg: 0.98 / Max: 0.98Min: 0.94 / Avg: 0.94 / Max: 0.941. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450100150200250SE +/- 0.49, N = 3SE +/- 0.24, N = 3SE +/- 0.38, N = 3243.11239.68242.991. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.044080120160200Min: 242.61 / Avg: 243.11 / Max: 244.08Min: 239.34 / Avg: 239.68 / Max: 240.14Min: 242.3 / Avg: 242.99 / Max: 243.611. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0460K120K180K240K300KSE +/- 1689.23, N = 3SE +/- 277.92, N = 3SE +/- 2193.40, N = 32696882723102755451. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450K100K150K200K250KMin: 267373.03 / Avg: 269688.34 / Max: 272976.72Min: 271817.94 / Avg: 272309.97 / Max: 272779.94Min: 271170.59 / Avg: 275544.57 / Max: 278021.721. (CC) gcc options: -pedantic -O3

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 5.15Ubuntu 21.0412K24K36K48K60KSE +/- 432.80, N = 9SE +/- 385.67, N = 15SE +/- 721.16, N = 352710.0352530.1155249.40-ldl -lpthread1. (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 5.15Ubuntu 21.0410K20K30K40K50KMin: 51190.48 / Avg: 52710.03 / Max: 54529.09Min: 49862.03 / Avg: 52530.11 / Max: 54928.34Min: 53912.84 / Avg: 55249.4 / Max: 56387.151. (CC) gcc options: -lcrypt -lz -O3 -march=native

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450100150200250SE +/- 0.59, N = 3SE +/- 0.32, N = 3SE +/- 0.21, N = 3235.75234.95238.52
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.044080120160200Min: 235.09 / Avg: 235.75 / Max: 236.93Min: 234.63 / Avg: 234.95 / Max: 235.58Min: 238.1 / Avg: 238.52 / Max: 238.78

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450100150200250SE +/- 0.51, N = 3SE +/- 0.53, N = 3SE +/- 0.23, N = 3229.14227.94227.98
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.044080120160200Min: 228.16 / Avg: 229.14 / Max: 229.89Min: 227.22 / Avg: 227.94 / Max: 228.97Min: 227.52 / Avg: 227.98 / Max: 228.21

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 310.1010.2910.21
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 9.92 / Avg: 10.1 / Max: 10.2Min: 10.24 / Avg: 10.29 / Max: 10.31Min: 10.17 / Avg: 10.21 / Max: 10.23

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.0920.1840.2760.3680.46SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 30.4090.4030.408-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0412345Min: 0.41 / Avg: 0.41 / Max: 0.41Min: 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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04130K260K390K520K650KSE +/- 1809.68, N = 3SE +/- 682.74, N = 3SE +/- 3814.98, N = 3611633620425612473-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04110K220K330K440K550KMin: 608117.11 / Avg: 611633.03 / Max: 614135.01Min: 619079.55 / Avg: 620425.39 / Max: 621298.21Min: 604860.73 / Avg: 612473.44 / Max: 616723.821. (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 5.15Ubuntu 21.040.180.360.540.720.9SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.7820.8000.782-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.04246810Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 0.8 / Avg: 0.8 / Max: 0.8Min: 0.78 / Avg: 0.78 / Max: 0.791. (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 5.15Ubuntu 21.04140K280K420K560K700KSE +/- 1182.41, N = 3SE +/- 1517.26, N = 3SE +/- 1225.85, N = 3639361624794639294-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.04110K220K330K440K550KMin: 637849.71 / Avg: 639361.16 / Max: 641691.98Min: 621902.78 / Avg: 624793.85 / Max: 627037.82Min: 637040.9 / Avg: 639294.02 / Max: 641257.661. (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 5.15Ubuntu 21.0480K160K240K320K400K349508349004350303-pthread1. (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

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.046001200180024003000SE +/- 0.80, N = 3SE +/- 0.69, N = 3SE +/- 1.49, N = 32850.242837.532755.17MIN: 2802.46 / MAX: 2916.75MIN: 2800.78 / MAX: 2894.04MIN: 2709.88 / MAX: 2820.441. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.045001000150020002500Min: 2848.63 / Avg: 2850.24 / Max: 2851.12Min: 2836.47 / Avg: 2837.53 / Max: 2838.82Min: 2752.26 / Avg: 2755.17 / Max: 2757.171. (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 5.15Ubuntu 21.041.33852.6774.01555.3546.6925SE +/- 0.055, N = 3SE +/- 0.064, N = 5SE +/- 0.053, N = 44.6835.9494.831-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.04246810Min: 4.58 / Avg: 4.68 / Max: 4.75Min: 5.8 / Avg: 5.95 / Max: 6.17Min: 4.67 / Avg: 4.83 / Max: 4.891. (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 5.15Ubuntu 21.0411K22K33K44K55KSE +/- 632.60, N = 3SE +/- 445.65, N = 5SE +/- 581.80, N = 4533984204651773-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.049K18K27K36K45KMin: 52615.71 / Avg: 53397.84 / Max: 54650.15Min: 40502.14 / Avg: 42045.56 / Max: 43117.81Min: 51122.75 / Avg: 51773.41 / Max: 53513.871. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.048000M16000M24000M32000M40000MSE +/- 85432560.60, N = 3SE +/- 63835094.69, N = 3SE +/- 15039336.54, N = 33616427026336289852270360141711671. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.046000M12000M18000M24000M30000MMin: 36021457220 / Avg: 36164270263.33 / Max: 36316914050Min: 36162249750 / Avg: 36289852270 / Max: 36357252920Min: 35988548410 / Avg: 36014171166.67 / Max: 360406262501. (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 5.15Ubuntu 21.047001400210028003500SE +/- 46.58, N = 15SE +/- 38.34, N = 15SE +/- 52.00, N = 153390.463378.783321.231. (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 5.15Ubuntu 21.046001200180024003000Min: 3030.71 / Avg: 3390.46 / Max: 3513.48Min: 3044.75 / Avg: 3378.78 / Max: 3525.2Min: 3024.73 / Avg: 3321.23 / Max: 3559.481. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Myriad-GroestlUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043K6K9K12K15KSE +/- 100.41, N = 15SE +/- 98.67, N = 15SE +/- 86.06, N = 1512315.0012437.0010356.471. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.18Algorithm: Myriad-GroestlUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.042K4K6K8K10KMin: 11900 / Avg: 12314.67 / Max: 12820Min: 11910 / Avg: 12437.33 / Max: 12860Min: 9849.3 / Avg: 10356.47 / Max: 107401. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04306090120150SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3153.71153.04157.06
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04306090120150Min: 153.45 / Avg: 153.71 / Max: 153.94Min: 152.67 / Avg: 153.04 / Max: 153.37Min: 156.79 / Avg: 157.06 / Max: 157.35

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 5.15Ubuntu 21.0420406080100SE +/- 1.52, N = 15SE +/- 1.59, N = 15SE +/- 1.03, N = 15105.97105.96109.971. (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 5.15Ubuntu 21.0420406080100Min: 98.08 / Avg: 105.97 / Max: 116.14Min: 95.91 / Avg: 105.96 / Max: 113.94Min: 101.14 / Avg: 109.97 / Max: 115.711. (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 5.15Ubuntu 21.043691215SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 310.7712.9611.07-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.0448121620Min: 10.62 / Avg: 10.77 / Max: 11.01Min: 12.76 / Avg: 12.96 / Max: 13.24Min: 11.01 / Avg: 11.07 / Max: 11.171. (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 5.15Ubuntu 21.0410K20K30K40K50KSE +/- 522.25, N = 3SE +/- 429.40, N = 3SE +/- 214.88, N = 3464303859445186-lpthread -lrt -ldl1. (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 5.15Ubuntu 21.048K16K24K32K40KMin: 45398.04 / Avg: 46430 / Max: 47085.74Min: 37760.43 / Avg: 38593.9 / Max: 39189.97Min: 44757.74 / Avg: 45186.36 / Max: 45427.771. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.07670.15340.23010.30680.3835SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.3380.3340.341-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0412345Min: 0.34 / Avg: 0.34 / Max: 0.34Min: 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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04160K320K480K640K800KSE +/- 2610.98, N = 3SE +/- 1092.30, N = 3SE +/- 2711.78, N = 3739400748263731944-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04130K260K390K520K650KMin: 734178.96 / Avg: 739400.43 / Max: 742073.12Min: 746292.63 / Avg: 748263.01 / Max: 750065.22Min: 727028.21 / Avg: 731943.97 / Max: 736386.231. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.15320.30640.45960.61280.766SE +/- 0.007, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 30.6750.6390.681-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 0.67 / Avg: 0.68 / Max: 0.69Min: 0.64 / Avg: 0.64 / Max: 0.65Min: 0.68 / 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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04200K400K600K800K1000KSE +/- 7536.29, N = 3SE +/- 3621.04, N = 3SE +/- 2943.65, N = 3740296782876734694-lpthread -lrt -ldl1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04140K280K420K560K700KMin: 725247.83 / Avg: 740295.57 / Max: 748568.62Min: 775698.86 / Avg: 782876.44 / Max: 787300.4Min: 730391.21 / Avg: 734693.94 / Max: 740325.251. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450K100K150K200K250KSE +/- 927.98, N = 3SE +/- 1062.06, N = 3SE +/- 1033.60, N = 3230318231554229507
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KMin: 229017 / Avg: 230318.33 / Max: 232115Min: 229741 / Avg: 231554.33 / Max: 233419Min: 227646 / Avg: 229506.67 / Max: 231217

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.044080120160200SE +/- 0.60, N = 3SE +/- 1.00, N = 3SE +/- 2.02, N = 31671711711. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04306090120150Min: 166 / Avg: 167.17 / Max: 168Min: 169.5 / Avg: 170.5 / Max: 172.5Min: 168 / Avg: 170.5 / Max: 174.51. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04100200300400500SE +/- 0.50, N = 3SE +/- 1.89, N = 3SE +/- 1.76, N = 34284364401. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0480160240320400Min: 427.5 / Avg: 428 / Max: 429Min: 433 / Avg: 436 / Max: 439.5Min: 437.5 / Avg: 440.17 / Max: 443.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 5.15Ubuntu 21.04300K600K900K1200K1500KSE +/- 14384.10, N = 5SE +/- 12480.44, N = 15SE +/- 14341.65, N = 151335178129252512358341. (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 5.15Ubuntu 21.04200K400K600K800K1000KMin: 1281300 / Avg: 1335178 / Max: 1363620Min: 1218370 / Avg: 1292525.33 / Max: 1381440Min: 1123600 / Avg: 1235834 / Max: 13425101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.044K8K12K16K20KSE +/- 67.67, N = 3SE +/- 26.51, N = 3SE +/- 21.40, N = 31715617704179231. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043K6K9K12K15KMin: 17072 / Avg: 17155.5 / Max: 17289.5Min: 17674 / Avg: 17704.17 / Max: 17757Min: 17887.5 / Avg: 17923.17 / Max: 17961.51. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810SE +/- 0.08, N = 4SE +/- 0.02, N = 3SE +/- 0.00, N = 37.307.357.23-lpthread1. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 7.08 / Avg: 7.3 / Max: 7.42Min: 7.31 / Avg: 7.35 / Max: 7.39Min: 7.23 / Avg: 7.23 / Max: 7.241. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 39.369.749.73-pthread1. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 7Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 9.35 / Avg: 9.36 / Max: 9.36Min: 9.73 / Avg: 9.74 / Max: 9.74Min: 9.72 / Avg: 9.73 / Max: 9.731. (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 5.15Ubuntu 21.044080120160200162.67163.07162.55

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430K60K90K120K150KSE +/- 23.56, N = 3SE +/- 224.44, N = 3SE +/- 1392.94, N = 4128080.82135459.43124932.64-pthread1. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KMin: 128033.71 / Avg: 128080.82 / Max: 128105.36Min: 135020.6 / Avg: 135459.43 / Max: 135760.65Min: 121816.03 / Avg: 124932.64 / Max: 128303.471. (CC) gcc options: -shared -fPIC -O2

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 322.2023.9222.47
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430Min: 21.96 / Avg: 22.2 / Max: 22.33Min: 23.49 / Avg: 23.92 / Max: 24.51Min: 22.33 / Avg: 22.47 / Max: 22.72

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 5.15Ubuntu 21.04306090120150147.90147.98146.60

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: 500Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430K60K90K120K150KSE +/- 293.41, N = 3SE +/- 303.65, N = 3SE +/- 633.46, N = 3128306.91134586.75127031.04-pthread1. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KMin: 127727.65 / Avg: 128306.91 / Max: 128677.86Min: 134278.47 / Avg: 134586.75 / Max: 135194.03Min: 126229.82 / Avg: 127031.04 / Max: 128281.561. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KSE +/- 366.10, N = 3SE +/- 409.77, N = 3SE +/- 219.93, N = 3178550.68202016.07181517.37-ldl -lpthread1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KMin: 177944.09 / Avg: 178550.68 / Max: 179209.12Min: 201196.54 / Avg: 202016.07 / Max: 202427.67Min: 181226.56 / Avg: 181517.37 / Max: 181948.581. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KSE +/- 175.84, N = 3SE +/- 177.77, N = 3SE +/- 904.31, N = 3178900.55200086.32178392.68-ldl -lpthread1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430K60K90K120K150KMin: 178556.18 / Avg: 178900.55 / Max: 179134.48Min: 199901.6 / Avg: 200086.32 / Max: 200441.78Min: 177018.25 / Avg: 178392.68 / Max: 180098.011. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KSE +/- 140.36, N = 3SE +/- 239.94, N = 3SE +/- 184.91, N = 3180031.89202847.39182227.85-ldl -lpthread1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KMin: 179828.14 / Avg: 180031.89 / Max: 180300.99Min: 202499.38 / Avg: 202847.39 / Max: 203307.55Min: 181947.58 / Avg: 182227.85 / Max: 182576.941. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KSE +/- 236.63, N = 3SE +/- 271.45, N = 3SE +/- 1811.59, N = 3180523.87203360.66180505.99-ldl -lpthread1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KMin: 180273.16 / Avg: 180523.87 / Max: 180996.84Min: 202831.58 / Avg: 203360.66 / Max: 203730.64Min: 176886.89 / Avg: 180505.99 / Max: 182464.381. (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 5.15Ubuntu 21.0414002800420056007000SE +/- 55.13, N = 3SE +/- 56.37, N = 3SE +/- 50.44, N = 36319.906116.776466.37-pthread1. (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 5.15Ubuntu 21.0411002200330044005500Min: 6228.76 / Avg: 6319.9 / Max: 6419.21Min: 6051.47 / Avg: 6116.77 / Max: 6229Min: 6365.81 / Avg: 6466.37 / Max: 6523.511. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430K60K90K120K150KSE +/- 657.97, N = 3SE +/- 1124.68, N = 3SE +/- 315.40, N = 3133795.46141087.74134421.21-pthread1. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KMin: 132481.36 / Avg: 133795.46 / Max: 134512.73Min: 138839.76 / Avg: 141087.74 / Max: 142279.97Min: 133831.09 / Avg: 134421.21 / Max: 134909.281. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0450K100K150K200K250KSE +/- 250.97, N = 3SE +/- 512.02, N = 3SE +/- 278.11, N = 3192582.12220753.31194938.96-ldl -lpthread1. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 20Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0440K80K120K160K200KMin: 192093.56 / Avg: 192582.12 / Max: 192926.11Min: 219874.61 / Avg: 220753.31 / Max: 221648.09Min: 194651.88 / Avg: 194938.96 / Max: 195495.081. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430K60K90K120K150KSE +/- 282.17, N = 3SE +/- 464.12, N = 3SE +/- 919.33, N = 3110031.15120148.11112629.84-pthread1. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KMin: 109503.43 / Avg: 110031.15 / Max: 110468.18Min: 119237.13 / Avg: 120148.11 / Max: 120757.94Min: 111449.57 / Avg: 112629.84 / Max: 114440.931. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 20Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0416K32K48K64K80KSE +/- 99.66, N = 3SE +/- 580.65, N = 3SE +/- 159.41, N = 367345.5076761.5469310.02-pthread1. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 20Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0413K26K39K52K65KMin: 67223.24 / Avg: 67345.5 / Max: 67542.97Min: 75693.94 / Avg: 76761.54 / Max: 77691.1Min: 69007.39 / Avg: 69310.02 / Max: 69548.221. (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 5.15Ubuntu 21.0420K40K60K80K100KSE +/- 5.29, N = 3SE +/- 6.02, N = 3SE +/- 20.32, N = 3114579.76114562.03114490.11-pthread1. (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 5.15Ubuntu 21.0420K40K60K80K100KMin: 114571.75 / Avg: 114579.76 / Max: 114589.75Min: 114550.57 / Avg: 114562.03 / Max: 114570.95Min: 114458.64 / Avg: 114490.11 / Max: 114528.111. (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 5.15Ubuntu 21.040.69981.39962.09942.79923.499SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.113.103.11MIN: 3.05 / MAX: 3.13MIN: 3.01 / MAX: 3.12MIN: 3.08 / MAX: 3.13
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 3.11 / Avg: 3.11 / Max: 3.11Min: 3.1 / Avg: 3.1 / Max: 3.11Min: 3.1 / Avg: 3.11 / Max: 3.12

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 5.15Ubuntu 21.0416M32M48M64M80MSE +/- 716479.64, N = 3SE +/- 552677.79, N = 15SE +/- 461786.73, N = 157563107175304369753163261. (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 5.15Ubuntu 21.0413M26M39M52M65MMin: 74755871 / Avg: 75631071 / Max: 77051294Min: 70173742 / Avg: 75304369.07 / Max: 79163766Min: 73832111 / Avg: 75316325.67 / Max: 807368441. (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

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04714212835SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.30, N = 327.1328.9926.53
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430Min: 26.95 / Avg: 27.13 / Max: 27.23Min: 28.52 / Avg: 28.99 / Max: 29.25Min: 25.94 / Avg: 26.53 / Max: 26.87

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 5.15Ubuntu 21.04246810SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 37.467.426.941. (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 5.15Ubuntu 21.043691215Min: 7.44 / Avg: 7.46 / Max: 7.5Min: 7.27 / Avg: 7.42 / Max: 7.51Min: 6.89 / Avg: 6.94 / Max: 6.971. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 385.0684.1079.191. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041632486480Min: 85.03 / Avg: 85.06 / Max: 85.11Min: 84.07 / Avg: 84.1 / Max: 84.16Min: 79.16 / Avg: 79.19 / Max: 79.211. (CXX) g++ options: -O2 -lOpenCL

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.046K12K18K24K30KSE +/- 357.24, N = 3SE +/- 262.43, N = 3SE +/- 317.32, N = 4278252830527781
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.045K10K15K20K25KMin: 27111 / Avg: 27825.33 / Max: 28195Min: 27794 / Avg: 28304.67 / Max: 28665Min: 26956 / Avg: 27780.75 / Max: 28501

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0430060090012001500SE +/- 1.18, N = 3SE +/- 0.45, N = 3SE +/- 2.26, N = 31429.311412.991411.47MIN: 1397.53MIN: 1396.9MIN: 1395.151. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.042004006008001000Min: 1427.21 / Avg: 1429.31 / Max: 1431.31Min: 1412.25 / Avg: 1412.99 / Max: 1413.79Min: 1408.72 / Avg: 1411.47 / Max: 1415.951. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.042004006008001000SE +/- 2.29, N = 3SE +/- 1.21, N = 3SE +/- 0.35, N = 3777.26766.69763.62MIN: 757.43MIN: 756.56MIN: 755.241. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04140280420560700Min: 772.93 / Avg: 777.26 / Max: 780.73Min: 764.47 / Avg: 766.69 / Max: 768.65Min: 763.17 / Avg: 763.62 / Max: 764.321. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04500K1000K1500K2000K2500KSE +/- 45756.31, N = 15SE +/- 39012.54, N = 15SE +/- 27973.62, N = 152148023.022195897.792070185.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04400K800K1200K1600K2000KMin: 1968154.38 / Avg: 2148023.02 / Max: 2545193.25Min: 2006433.25 / Avg: 2195897.79 / Max: 2508175.5Min: 1831837.25 / Avg: 2070185.38 / Max: 2269639.51. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: Random FillUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04170K340K510K680K850KSE +/- 4583.67, N = 3SE +/- 6927.89, N = 3SE +/- 8363.02, N = 57774217724687679941. (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 5.15Ubuntu 21.04130K260K390K520K650KMin: 768342 / Avg: 777421 / Max: 783060Min: 760409 / Avg: 772468 / Max: 784407Min: 754562 / Avg: 767993.6 / Max: 8001161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.98331.96662.94993.93324.9165SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.174.184.37-pthread1. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 4.16 / Avg: 4.17 / Max: 4.18Min: 4.18 / Avg: 4.18 / Max: 4.18Min: 4.37 / Avg: 4.37 / Max: 4.371. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.11152.2233.33454.4465.5575SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.934.944.78-pthread1. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 4.92 / Avg: 4.93 / Max: 4.93Min: 4.93 / Avg: 4.94 / Max: 4.95Min: 4.77 / Avg: 4.78 / Max: 4.791. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 37.057.097.03MIN: 6.32 / MAX: 7.44MIN: 6.35 / MAX: 7.47MIN: 6.25 / MAX: 7.39
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 7.04 / Avg: 7.05 / Max: 7.07Min: 7.06 / Avg: 7.09 / Max: 7.11Min: 7.01 / Avg: 7.03 / Max: 7.05

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.83031.66062.49093.32124.1515SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 33.613.693.67MIN: 1.38 / MAX: 4.2MIN: 1.43 / MAX: 4.3MIN: 1.38 / MAX: 4.29
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 3.6 / Avg: 3.61 / Max: 3.63Min: 3.63 / Avg: 3.69 / Max: 3.77Min: 3.63 / Avg: 3.67 / Max: 3.71

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04300K600K900K1200K1500KSE +/- 1392.75, N = 3SE +/- 1952.13, N = 3SE +/- 1058.34, N = 3122457312179031213533
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04200K400K600K800K1000KMin: 1222910 / Avg: 1224573.33 / Max: 1227340Min: 1214120 / Avg: 1217903.33 / Max: 1220630Min: 1211570 / Avg: 1213533.33 / Max: 1215200

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.90681.81362.72043.62724.534SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.943.994.03MIN: 1.48 / MAX: 4.61MIN: 1.52 / MAX: 4.63MIN: 1.51 / MAX: 4.68
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 3.93 / Avg: 3.94 / Max: 3.96Min: 3.97 / Avg: 3.99 / Max: 4Min: 4 / Avg: 4.03 / Max: 4.04

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04200K400K600K800K1000KSE +/- 399.50, N = 3SE +/- 529.75, N = 3SE +/- 863.35, N = 3108032010761401072563
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04200K400K600K800K1000KMin: 1079660 / Avg: 1080320 / Max: 1081040Min: 1075410 / Avg: 1076140 / Max: 1077170Min: 1071290 / Avg: 1072563.33 / Max: 1074210

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 314.9414.5015.43MIN: 14.42 / MAX: 114.45MIN: 14.35 / MAX: 17.97-pthread - MIN: 15.28 / MAX: 17.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 14.67 / Avg: 14.94 / Max: 15.28Min: 14.43 / Avg: 14.5 / Max: 14.56Min: 15.36 / Avg: 15.43 / Max: 15.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 316.1715.6916.33MIN: 15.43 / MAX: 158.11MIN: 15.28 / MAX: 19.14-pthread - MIN: 16.02 / MAX: 17.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 16.01 / Avg: 16.17 / Max: 16.39Min: 15.55 / Avg: 15.69 / Max: 15.92Min: 16.32 / Avg: 16.33 / Max: 16.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04510152025SE +/- 0.35, N = 3SE +/- 0.62, N = 3SE +/- 0.06, N = 321.1220.1520.78MIN: 19.68 / MAX: 123.27MIN: 19.23 / MAX: 24.44-pthread - MIN: 20.48 / MAX: 23.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04510152025Min: 20.64 / Avg: 21.12 / Max: 21.8Min: 19.45 / Avg: 20.15 / Max: 21.38Min: 20.67 / Avg: 20.78 / Max: 20.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 316.4315.4516.07MIN: 15.63 / MAX: 176.4MIN: 14.99 / MAX: 19.35-pthread - MIN: 15.82 / MAX: 18.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 15.94 / Avg: 16.43 / Max: 17.01Min: 15.17 / Avg: 15.45 / Max: 15.94Min: 15.96 / Avg: 16.07 / Max: 16.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.2512.5023.7535.0046.255SE +/- 0.05, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 35.564.984.99MIN: 5.35 / MAX: 49.86MIN: 4.57 / MAX: 8.33-pthread - MIN: 4.87 / MAX: 5.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 5.5 / Avg: 5.56 / Max: 5.65Min: 4.73 / Avg: 4.98 / Max: 5.48Min: 4.98 / Avg: 4.99 / Max: 51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 39.268.748.91MIN: 8.7 / MAX: 58.92MIN: 8.38 / MAX: 10.87-pthread - MIN: 8.62 / MAX: 10.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 9.17 / Avg: 9.26 / Max: 9.34Min: 8.52 / Avg: 8.74 / Max: 9.17Min: 8.86 / Avg: 8.91 / Max: 8.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430SE +/- 0.16, N = 3SE +/- 0.57, N = 3SE +/- 0.09, N = 325.5124.7026.24MIN: 24.52 / MAX: 94.79MIN: 23.74 / MAX: 37.55-pthread - MIN: 25.85 / MAX: 59.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04612182430Min: 25.23 / Avg: 25.51 / Max: 25.78Min: 24.01 / Avg: 24.7 / Max: 25.84Min: 26.1 / Avg: 26.24 / Max: 26.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.35, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 313.0312.4812.62MIN: 12.37 / MAX: 104.76MIN: 11.83 / MAX: 15.88-pthread - MIN: 12.35 / MAX: 13.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 12.67 / Avg: 13.03 / Max: 13.73Min: 12.13 / Avg: 12.48 / Max: 13.17Min: 12.53 / Avg: 12.62 / Max: 12.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.66831.33662.00492.67323.3415SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 32.972.742.80MIN: 2.7 / MAX: 104.82MIN: 2.67 / MAX: 3.22-pthread - MIN: 2.73 / MAX: 3.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 2.77 / Avg: 2.97 / Max: 3.18Min: 2.72 / Avg: 2.74 / Max: 2.78Min: 2.78 / Avg: 2.8 / Max: 2.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.076.817.02MIN: 6.84 / MAX: 61.76MIN: 6.74 / MAX: 10.45-pthread - MIN: 6.94 / MAX: 7.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215Min: 6.98 / Avg: 7.07 / Max: 7.19Min: 6.81 / Avg: 6.81 / Max: 6.82Min: 7 / Avg: 7.02 / Max: 7.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.16782.33563.50344.67125.839SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.135.015.19MIN: 5 / MAX: 20.79MIN: 4.91 / MAX: 15.1-pthread - MIN: 5.1 / MAX: 7.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 5.08 / Avg: 5.13 / Max: 5.17Min: 4.97 / Avg: 5.01 / Max: 5.05Min: 5.16 / Avg: 5.19 / Max: 5.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 36.216.136.23MIN: 6.02 / MAX: 21.42MIN: 5.99 / MAX: 8.3-pthread - MIN: 6.08 / MAX: 6.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 6.17 / Avg: 6.21 / Max: 6.25Min: 6.11 / Avg: 6.13 / Max: 6.16Min: 6.14 / Avg: 6.23 / Max: 6.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.27352.5473.82055.0946.3675SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.665.315.45MIN: 5.23 / MAX: 133.29MIN: 5.21 / MAX: 15.93-pthread - MIN: 5.34 / MAX: 5.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 5.4 / Avg: 5.66 / Max: 5.96Min: 5.28 / Avg: 5.31 / Max: 5.34Min: 5.41 / Avg: 5.45 / Max: 5.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.28932.57863.86795.15726.4465SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.735.615.72MIN: 5.52 / MAX: 15.08MIN: 5.46 / MAX: 9.47-pthread - MIN: 5.58 / MAX: 6.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 5.69 / Avg: 5.73 / Max: 5.75Min: 5.57 / Avg: 5.61 / Max: 5.65Min: 5.69 / Avg: 5.72 / Max: 5.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.043691215SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 313.5912.8413.12MIN: 12.98 / MAX: 71.45MIN: 12.4 / MAX: 14.89-pthread - MIN: 12.84 / MAX: 15.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 13.36 / Avg: 13.59 / Max: 13.75Min: 12.64 / Avg: 12.84 / Max: 13.19Min: 13.05 / Avg: 13.12 / Max: 13.21. (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: Rainbow Colors and Prism - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620SE +/- 0.13, N = 15SE +/- 0.43, N = 15SE +/- 0.36, N = 1514.1114.1014.75MIN: 11.99 / MAX: 14.83MIN: 10.13 / MAX: 16.63MIN: 11.75 / MAX: 16.5
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0448121620Min: 12.82 / Avg: 14.11 / Max: 14.75Min: 10.21 / Avg: 14.1 / Max: 16.55Min: 12.63 / Avg: 14.75 / Max: 16.32

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041.07332.14663.21994.29325.3665SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.744.774.76MIN: 4.6 / MAX: 5.11MIN: 4.56 / MAX: 5.2MIN: 4.64 / MAX: 5.03
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04246810Min: 4.72 / Avg: 4.74 / Max: 4.78Min: 4.74 / Avg: 4.77 / Max: 4.79Min: 4.74 / Avg: 4.76 / 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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KSE +/- 285.21, N = 3SE +/- 291.70, N = 3SE +/- 227.05, N = 389415.186693.485579.2
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0416K32K48K64K80KMin: 89124.9 / Avg: 89415.1 / Max: 89985.5Min: 86119.2 / Avg: 86693.43 / Max: 87069.8Min: 85321.9 / Avg: 85579.2 / Max: 86031.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0420K40K60K80K100KSE +/- 42.73, N = 3SE +/- 134.59, N = 3SE +/- 18.94, N = 382510.881889.181775.2
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0414K28K42K56K70KMin: 82433.5 / Avg: 82510.8 / Max: 82581Min: 81629.8 / Avg: 81889.07 / Max: 82081.4Min: 81742.8 / Avg: 81775.23 / Max: 81808.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0413K26K39K52K65KSE +/- 4.08, N = 3SE +/- 189.93, N = 3SE +/- 48.17, N = 359851.758918.058811.9
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0410K20K30K40K50KMin: 59843.8 / Avg: 59851.67 / Max: 59857.5Min: 58540.8 / Avg: 58918 / Max: 59145.4Min: 58717.4 / Avg: 58811.93 / Max: 58875.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0412K24K36K48K60KSE +/- 98.36, N = 3SE +/- 104.96, N = 3SE +/- 116.71, N = 355376.054956.154254.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0410K20K30K40K50KMin: 55264.8 / Avg: 55375.97 / Max: 55572.1Min: 54781.7 / Avg: 54956.13 / Max: 55144.5Min: 54125.8 / Avg: 54253.97 / Max: 54487

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 5.15Ubuntu 21.041326395265SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 359.7959.9159.73
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.041224364860Min: 59.74 / Avg: 59.79 / Max: 59.87Min: 59.71 / Avg: 59.91 / Max: 60.08Min: 59.71 / Avg: 59.73 / Max: 59.78

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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04160K320K480K640K800KSE +/- 2766.16, N = 3SE +/- 2476.72, N = 3SE +/- 1654.98, N = 37277677413437382401. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04130K260K390K520K650KMin: 724582 / Avg: 727767 / Max: 733277Min: 738270 / Avg: 741343 / Max: 746244Min: 736063 / Avg: 738240.33 / Max: 7414881. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04600K1200K1800K2400K3000KSE +/- 15779.88, N = 3SE +/- 16007.37, N = 3SE +/- 6660.96, N = 32687791274844027488901. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04500K1000K1500K2000K2500KMin: 2664456 / Avg: 2687790.67 / Max: 2717860Min: 2716964 / Avg: 2748440 / Max: 2769243Min: 2737323 / Avg: 2748889.67 / Max: 27603971. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0490K180K270K360K450KSE +/- 52.16, N = 3SE +/- 30.40, N = 3SE +/- 74.56, N = 3425838.4426052.9425938.61. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0470K140K210K280K350KMin: 425774.2 / Avg: 425838.4 / Max: 425941.7Min: 426007.5 / Avg: 426052.87 / Max: 426110.6Min: 425853.3 / Avg: 425938.63 / Max: 426087.21. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0414002800420056007000SE +/- 4.34, N = 3SE +/- 0.35, N = 3SE +/- 0.67, N = 36520.26529.16530.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.0411002200330044005500Min: 6515.1 / Avg: 6520.17 / Max: 6528.8Min: 6528.5 / Avg: 6529.07 / Max: 6529.7Min: 6529 / Avg: 6530.3 / Max: 6531.21. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.040.74181.48362.22542.96723.709</