ice-lake-ubuntu

2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2105170-IB-2105155IB65
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AV1 4 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 6 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 11 Tests
C/C++ Compiler Tests 21 Tests
CPU Massive 31 Tests
Creator Workloads 18 Tests
Cryptocurrency Benchmarks, CPU Mining Tests 2 Tests
Cryptography 5 Tests
Database Test Suite 3 Tests
Encoding 8 Tests
Fortran Tests 7 Tests
Game Development 4 Tests
HPC - High Performance Computing 18 Tests
Java 2 Tests
Common Kernel Benchmarks 2 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Machine Learning 5 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 6 Tests
Multi-Core 45 Tests
Node.js + NPM Tests 2 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 11 Tests
Programmer / Developer System Benchmarks 14 Tests
Python 2 Tests
Raytracing 3 Tests
Renderers 5 Tests
Scientific Computing 8 Tests
Software Defined Radio 3 Tests
Server 7 Tests
Server CPU Tests 23 Tests
Single-Threaded 5 Tests
Video Encoding 8 Tests
Common Workstation Benchmarks 5 Tests

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Ubuntu 21.04
May 13 2021
  20 Hours, 30 Minutes
Ubuntu 20.10
May 16 2021
  21 Hours, 56 Minutes
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  21 Hours, 13 Minutes
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ice-lake-ubuntu ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 20.102 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998504GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPUbuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X ServerGCC 10.3.0ext41920x1080Ubuntu 20.105.8.0-53-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9GCC 10.2.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- 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 - Ubuntu 20.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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 Disk Details- NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270Java Details- Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)- Ubuntu 20.10: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.10)Python Details- Ubuntu 21.04: Python 3.9.4- Ubuntu 20.10: Python 3.8.6Security 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.04 vs. Ubuntu 20.10 ComparisonPhoronix Test SuiteBaseline+56%+56%+112%+112%+168%+168%16.7%13.4%13.1%9.8%7%6.1%3.8%3.6%3.6%2.9%D.B.s - bf16bf16bf16 - CPU224%NASNet Mobile93.6%Time To Compile54.2%47.4%64 - 256 - 5741.2%SqueezeNet39.8%100 - 250 - Read Write - Average Latency38.5%100 - 250 - Read Write38.4%OpenMP Leukocyte37.5%Mobilenet Quant36.9%CPU - MobileNet v236.6%3 - Compression Speed36.1%INVITE35.6%yolov4 - OpenMP CPU34.6%Mobilenet Float33.5%Inception V429.8%I.R.V27.5%D.B.s - f32 - CPU23.3%super-resolution-10 - OpenMP CPU22.8%22.7%fcn-resnet101-11 - OpenMP CPU19.9%vklBenchmarkUnstructuredVolume19%1015.9%R.N.N.I - u8s8f32 - CPU15.3%bertsquad-10 - OpenMP CPU14.9%Unix Makefiles14.3%RingcoinMemorial13.3%Myriad-GroestlGarlicoin12.6%R.N.N.T - bf16bf16bf16 - CPU12.4%19, Long Mode - Compression Speed12.2%Ninja12.1%IP Shapes 3D - f32 - CPU12%C.B.S.A - f32 - CPU12%C.B.S.A - u8s8f32 - CPU11.5%IP Shapes 1D - u8s8f32 - CPU11.5%O.S11.3%10, Lossless10.9%vklBenchmark10.8%Rhodopsin Protein10.3%shufflenet-v2-10 - OpenMP CPU10%10 - Bosphorus 1080p9.9%vklBenchmarkStructuredVolumeTime To Compile9.8%Preset 8 - Bosphorus 4K9.8%Reactor9.7%Time To Compile9.5%IP Shapes 1D - bf16bf16bf16 - CPU9%R.N.N.T - f32 - CPU8.9%MD58.7%R.N.N.I - bf16bf16bf16 - CPU7.8%C.B.S.A - bf16bf16bf16 - CPU7.8%IP Shapes 1D - f32 - CPU7.8%IP Shapes 3D - bf16bf16bf16 - CPU7.8%LBC, LBRY Credits7.7%M.M.B.S.T - bf16bf16bf16 - CPU7.2%D.B.s - bf16bf16bf16 - CPU7.2%D.B.s - u8s8f32 - CPU7.1%Time To CompileTime To Compile6.9%R.N.N.I - f32 - CPU6.9%M.M.B.S.T - u8s8f32 - CPU6.8%R.N.N.T - u8s8f32 - CPU6.8%D.B.s - f32 - CPU6.7%D.B.s - u8s8f32 - CPU6.6%EP.C6.4%Time To Compile6.3%7 - Bosphorus 1080p6.3%Blowfish6.3%Time To Compile6.1%EP.DH25.9%IP Shapes 3D - u8s8f32 - CPU5.8%M.M.B.S.T - f32 - CPU5.6%Jython5.5%Time To Compile5.4%Tradebeans5.3%6, Lossless5.2%T.S.2.O5%OpenMP4.9%ATPase Simulation - 327,506 Atoms4.9%i.i.1.C.P.D4.8%Pathtracer ISPC - Asian Dragon4.7%19, Long Mode - Compression Speed4.7%8 - Compression Speed4.6%VMAF Optimized - Bosphorus 1080p4.5%Speed 6 Two-Pass - Bosphorus 4K4.1%4.1%32 - 256 - 573.9%T.T.F.S.SHair3.6%V.Q.O - Bosphorus 1080p3.5%Skeincoin3.4%P.S.O - Bosphorus 1080p3.3%1.H.M.2.D3.3%1 - Bosphorus 1080p3.3%WriteOpenMP CFD Solver2.8%OPTIONS, Stateful2.7%PHY_DL_Test2.6%Fishy Cat - CPU-Only2.6%Blake-2 S2.5%X.b.i.i2.5%M.R - Path Tracer2.4%Volumetric Caustic2.3%Writes2.3%Deepcoin2.2%100 - 250 - Read Only2.1%Bosphorus 4K2.1%oneDNNTensorFlow LiteTimed Wasmer CompilationKeyDBLiquid-DSPTensorFlow LitePostgreSQL pgbenchPostgreSQL pgbenchRodiniaTensorFlow LiteTNNZstd CompressionPJSIPONNX RuntimeTensorFlow LiteTensorFlow LiteTensorFlow LiteoneDNNONNX RuntimeNebular Empirical Analysis ToolONNX RuntimeOpenVKLNumpy Benchmarklibavif avifenconeDNNONNX RuntimeTimed LLVM CompilationCpuminer-OptIntel Open Image DenoiseCpuminer-OptCpuminer-OptoneDNNZstd CompressionTimed LLVM CompilationoneDNNoneDNNoneDNNoneDNNRodinialibavif avifencOpenVKLLAMMPS Molecular Dynamics SimulatorONNX RuntimeSVT-HEVCOpenVKLTimed MPlayer CompilationSVT-AV1Java Gradle BuildTimed PHP CompilationoneDNNoneDNNJohn The RipperoneDNNoneDNNoneDNNoneDNNCpuminer-OptoneDNNoneDNNoneDNNTimed Eigen CompilationTimed Linux Kernel CompilationoneDNNoneDNNoneDNNoneDNNoneDNNNAS Parallel BenchmarksTimed Node.js CompilationSVT-HEVCJohn The RipperBuild2NAS Parallel BenchmarksDaCapo BenchmarkoneDNNoneDNNDaCapo BenchmarkTimed Apache CompilationDaCapo Benchmarklibavif avifencCpuminer-OpttoyBrot Fractal GeneratorNAMDXcompact3d Incompact3dEmbreeZstd CompressionZstd CompressionSVT-VP9AOM AV1Node.js V8 Web Tooling BenchmarkLiquid-DSPNode.js Express HTTP Load TestYafaRayWireGuard + Linux Networking Stack Stress TestTungsten RendererSVT-VP9Cpuminer-OptSVT-VP9asmFishSVT-HEVCBlogBenchRodiniaPJSIPsrsLTEBlenderCpuminer-OptXcompact3d Incompact3dOSPrayTungsten RendererApache CassandraCpuminer-OptPostgreSQL pgbenchx265Ubuntu 21.04Ubuntu 20.10

ice-lake-ubuntu blogbench: Readblogbench: Writewireguard: hpcg: npb: EP.Cnpb: EP.Dnpb: LU.Crodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternamd: ATPase Simulation - 327,506 Atomsneat: toybrot: TBBtoybrot: OpenMPtoybrot: C++ Taskstoybrot: C++ Threadsmrbayes: Primate Phylogeny Analysisnwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dincompact3d: input.i3d 193 Cells Per Directionopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mrelion: Basic - CPUlammps: 20k Atomslammps: Rhodopsin Proteinlibgav1: Chimera 1080plibgav1: Summer Nature 4Klibgav1: Summer Nature 1080pchia-vdf: Square Plain C++chia-vdf: Square Assembly Optimizedjava-gradle-perf: Reactordacapobench: H2dacapobench: Jythondacapobench: Tradebeanscompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedsrslte: OFDM_Testsrslte: PHY_DL_Testsrslte: PHY_DL_Testjohn-the-ripper: Blowfishjohn-the-ripper: MD5node-express-loadtest: ospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Traceraom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 6 Two-Pass - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080poidn: Memorialopenvkl: vklBenchmarkopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkStructuredVolumeopenvkl: vklBenchmarkUnstructuredVolumecoremark: CoreMark Size 666 - Iterations Per Secondstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthswet: Averagepjsip: INVITEpjsip: OPTIONS, Statefulpjsip: OPTIONS, Statelessavifenc: 6avifenc: 10avifenc: 6, Losslessavifenc: 10, Losslessbuild-apache: Time To Compilebuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mplayer: Time To Compilebuild-nodejs: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilepovray: Trace Timetungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric Causticyafaray: Total Time For Sample Sceneonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUnumpy: build-eigen: Time To Compilebuild-erlang: Time To Compilebuild-wasmer: Time To Compilehelsing: 14 digitaircrack-ng: cpuminer-opt: Magicpuminer-opt: x25xcpuminer-opt: Deepcoincpuminer-opt: Ringcoincpuminer-opt: Blake-2 Scpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: Myriad-Groestlcpuminer-opt: LBC, LBRY Creditscpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Triple SHA-256, Onecoinsecuremark: SecureMark-TLSnode-web-tooling: liquid-dsp: 16 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 64 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 160 - 256 - 57keydb: tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2pgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencywrf: conus 2.5kmtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1sysbench: RAM / Memorysysbench: CPUcassandra: Writesblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUpybench: Total For Average Test Timesphpbench: PHP Benchmark Suitecompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedgromacs: MPI CPU - water_GMX50_baresrsran: OFDM_Testsrsran: PHY_DL_Testsrsran: PHY_DL_Testcompress-zstd: 3, Long Mode - Decompression SpeedUbuntu 21.04Ubuntu 20.10225381060768681.11939.82316259.888659.20187807.0840.406105.65062.0444.8077.6960.2712845.5696999743880157118170.0191875.8291.99396811.330550515.05105.35348.83835.72523.86634.3919.3941.83138967147240366.3631074053201672982.32727.6296.33193.947.22719.4121500000210.986.611836610077667555490.9118.8710.4212510.38109.6327.78477.787.364.0516.9723.5964.301567.039581.2911106.68586.9025.4213.3822.7849.2085.412.84529.80929.57172.02260.88210.15204.86170.4712.9228.3357.59669219158377342948717764572347453.567360180493580172711481639155887253138154008215.3835.05036.7648.52235.18775.95124.813129.152198.53810.109102.13640.20770.0579.4766.5253831.27395.2391213.448186.2830.9454501.379031.258690.4451713.035161.820511.4108428.75170.8463300.9247560.3628410.193198672.646437.866684.2712.105973.270513.60538439.6770.256555671.541437.9720.2314830.615331332.2287.461180.48544.60782.465211170.4582735.742221.97291913487.911395127294732776834075316362731729142268023027210.798267566671631166667304496666732907666673080633333524178.0947808.368701981319.341555.143074.55693039466340.266287128.7399903.05443.547366.72912176.80213870.8710686329.6172.2845.72108.3188.36479500193821769679957155876148.42985.62096.73073.382.22615.9266.9300.23283.946.02708.59.004120766667206.885.1224536662517657.46839.62665881.049183.40188751.1739.838104.84985.2844.9418.5630.2845255.9216946780679637165171.3881873.7299.19535311.879564915.01104.92348.74735.50621.64634.9319.2042.30139033147100401.7801137756141760981.72713.8300.13192.545.12736.3120333333207.684.41113519267667576590.9118.8710.4212510.31111.1127.78466.677.343.8917.0223.6964.423666.155280.2191101.85586.9325.2613.2022.7448.5786.462.79627.16028.63161.78237.32201.11198.24164.7712.6628.2650.81604220327458064825514932942316974.822459177624409167218420627367473186637164016615.3565.85538.6769.45137.07476.87926.529144.787226.85211.098108.60244.01174.3179.3656.7588131.12645.2508513.761383.2651.0188951.544421.403230.4710523.309611.961661.5795435.45610.9027511.031020.3867940.206919732.235468.050730.8252.270083.5050511.68014506.9720.270802754.982472.2450.2472600.659638387.6281.774183.27568.80083.525211559.0002731.132253.80285683954.421360453261832684674608615197832262840268622658810.378127766671569933333215712500032921333333086966667355593.1866836.489208315743455489.858977.67258709270660.2712074212.1009897.119606.052366.20112184.78213970.4310450629.5672.5346.91109.6589.25356435161747056739847170634516.92969.12004.33022.181.82607.2265.2297.43235.741.02685.68.851121300000205.485.33131.9OpenBenchmarking.org

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadUbuntu 20.10Ubuntu 21.04500K1000K1500K2000K2500KSE +/- 19991.91, N = 3SE +/- 30037.66, N = 3224536622538101. (CC) gcc options: -O2 -pthread
OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadUbuntu 20.10Ubuntu 21.04400K800K1200K1600K2000KMin: 2205473 / Avg: 2245366 / Max: 2267645Min: 2197358 / Avg: 2253810 / Max: 22998311. (CC) gcc options: -O2 -pthread

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteUbuntu 20.10Ubuntu 21.0413K26K39K52K65KSE +/- 419.01, N = 3SE +/- 717.36, N = 362517607681. (CC) gcc options: -O2 -pthread
OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteUbuntu 20.10Ubuntu 21.0411K22K33K44K55KMin: 61682 / Avg: 62517.33 / Max: 62993Min: 59667 / Avg: 60767.67 / Max: 621151. (CC) gcc options: -O2 -pthread

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 20.10Ubuntu 21.04150300450600750SE +/- 7.37, N = 3SE +/- 8.55, N = 3657.47681.12
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 20.10Ubuntu 21.04120240360480600Min: 644.05 / Avg: 657.47 / Max: 669.45Min: 664.76 / Avg: 681.12 / Max: 693.62

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 20.10Ubuntu 21.04918273645SE +/- 0.15, N = 3SE +/- 0.03, N = 339.6339.821. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 20.10Ubuntu 21.04816243240Min: 39.44 / Avg: 39.63 / Max: 39.93Min: 39.77 / Avg: 39.82 / Max: 39.871. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CUbuntu 20.10Ubuntu 21.0413002600390052006500SE +/- 92.04, N = 15SE +/- 51.84, N = 155881.046259.88-levent-levent_core1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CUbuntu 20.10Ubuntu 21.0411002200330044005500Min: 5167.98 / Avg: 5881.04 / Max: 6304.01Min: 5918.12 / Avg: 6259.88 / Max: 6635.861. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DUbuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 121.01, N = 3SE +/- 33.68, N = 39183.408659.20-levent-levent_core1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DUbuntu 20.10Ubuntu 21.0416003200480064008000Min: 9000.23 / Avg: 9183.4 / Max: 9411.98Min: 8603.9 / Avg: 8659.2 / Max: 8720.151. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 20.10Ubuntu 21.0440K80K120K160K200KSE +/- 579.11, N = 3SE +/- 419.66, N = 3188751.17187807.08-levent-levent_core1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 20.10Ubuntu 21.0430K60K90K120K150KMin: 187897.69 / Avg: 188751.17 / Max: 189855.99Min: 187266.97 / Avg: 187807.08 / Max: 188633.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz 2. Ubuntu 20.10: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.0

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 20.10Ubuntu 21.04918273645SE +/- 0.11, N = 3SE +/- 0.15, N = 339.8440.411. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 20.10Ubuntu 21.04816243240Min: 39.72 / Avg: 39.84 / Max: 40.05Min: 40.17 / Avg: 40.41 / Max: 40.681. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.02, N = 3SE +/- 0.57, N = 3104.85105.651. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 20.10Ubuntu 21.0420406080100Min: 104.8 / Avg: 104.85 / Max: 104.88Min: 104.66 / Avg: 105.65 / Max: 106.631. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.59, N = 3SE +/- 0.67, N = 385.2862.041. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 20.10Ubuntu 21.041632486480Min: 84.2 / Avg: 85.28 / Max: 86.23Min: 60.71 / Avg: 62.04 / Max: 62.821. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 20.10Ubuntu 21.041.11172.22343.33514.44685.5585SE +/- 0.065, N = 15SE +/- 0.071, N = 124.9414.8071. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 20.10Ubuntu 21.04246810Min: 4.51 / Avg: 4.94 / Max: 5.63Min: 4.65 / Avg: 4.81 / Max: 5.561. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 20.10Ubuntu 21.04246810SE +/- 0.089, N = 3SE +/- 0.081, N = 38.5637.6961. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 20.10Ubuntu 21.043691215Min: 8.42 / Avg: 8.56 / Max: 8.72Min: 7.61 / Avg: 7.7 / Max: 7.861. (CXX) g++ options: -O2 -lOpenCL

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.10Ubuntu 21.040.0640.1280.1920.2560.32SE +/- 0.00359, N = 3SE +/- 0.00049, N = 30.284520.27128
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.10Ubuntu 21.0412345Min: 0.28 / Avg: 0.28 / Max: 0.29Min: 0.27 / Avg: 0.27 / Max: 0.27

Nebular Empirical Analysis Tool

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2.3Ubuntu 20.10Ubuntu 21.041326395265SE +/- 0.44, N = 3SE +/- 0.19, N = 355.9245.571. (F9X) gfortran options: -O3 -cpp -ffree-line-length-0 -Jsource/ -fopenmp -fno-backtrace -lcfitsio
OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2.3Ubuntu 20.10Ubuntu 21.041122334455Min: 55.2 / Avg: 55.92 / Max: 56.73Min: 45.2 / Avg: 45.57 / Max: 45.811. (F9X) gfortran options: -O3 -cpp -ffree-line-length-0 -Jsource/ -fopenmp -fno-backtrace -lcfitsio

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Intel Threaded Building Blocks (TBB), and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBBUbuntu 20.10Ubuntu 21.0415003000450060007500SE +/- 68.57, N = 15SE +/- 91.17, N = 15694669991. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBBUbuntu 20.10Ubuntu 21.0412002400360048006000Min: 6687 / Avg: 6946.2 / Max: 7643Min: 6630 / Avg: 6998.6 / Max: 77381. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMPUbuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 108.03, N = 3SE +/- 105.33, N = 3780674381. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMPUbuntu 20.10Ubuntu 21.0414002800420056007000Min: 7591 / Avg: 7806 / Max: 7932Min: 7332 / Avg: 7438.33 / Max: 76491. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ TasksUbuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 78.83, N = 6SE +/- 77.75, N = 6796380151. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ TasksUbuntu 20.10Ubuntu 21.0414002800420056007000Min: 7809 / Avg: 7962.67 / Max: 8340Min: 7913 / Avg: 8014.67 / Max: 84021. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ ThreadsUbuntu 20.10Ubuntu 21.0415003000450060007500SE +/- 61.67, N = 3SE +/- 85.39, N = 4716571181. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ ThreadsUbuntu 20.10Ubuntu 21.0412002400360048006000Min: 7087 / Avg: 7165.33 / Max: 7287Min: 7013 / Avg: 7117.75 / Max: 73731. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisUbuntu 20.10Ubuntu 21.044080120160200SE +/- 0.41, N = 3SE +/- 0.83, N = 3171.39170.021. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisUbuntu 20.10Ubuntu 21.04306090120150Min: 170.62 / Avg: 171.39 / Max: 172Min: 168.36 / Avg: 170.02 / Max: 171.011. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 20.10Ubuntu 21.044008001200160020001873.71875.8-levent-levent_core1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dUbuntu 20.10Ubuntu 21.0470140210280350SE +/- 1.73, N = 3SE +/- 1.18, N = 3299.20291.99-levent-levent_core1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dUbuntu 20.10Ubuntu 21.0450100150200250Min: 297.39 / Avg: 299.2 / Max: 302.65Min: 290.54 / Avg: 291.99 / Max: 294.331. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 20.10Ubuntu 21.043691215SE +/- 0.04, N = 3SE +/- 0.04, N = 311.8811.33-levent-levent_core1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 20.10Ubuntu 21.043691215Min: 11.81 / Avg: 11.88 / Max: 11.94Min: 11.27 / Avg: 11.33 / Max: 11.41. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz

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 30MUbuntu 20.10Ubuntu 21.0448121620SE +/- 0.06, N = 3SE +/- 0.11, N = 315.0115.051. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MUbuntu 20.10Ubuntu 21.0448121620Min: 14.93 / Avg: 15.01 / Max: 15.12Min: 14.9 / Avg: 15.05 / Max: 15.271. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.07, N = 3SE +/- 0.46, N = 3104.92105.351. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 20.10Ubuntu 21.0420406080100Min: 104.84 / Avg: 104.92 / Max: 105.05Min: 104.59 / Avg: 105.35 / Max: 106.171. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

RELION

RELION - REgularised LIkelihood OptimisatioN - is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy (cryo-EM). It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUUbuntu 20.10Ubuntu 21.0480160240320400SE +/- 0.44, N = 3SE +/- 1.61, N = 3348.75348.841. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUUbuntu 20.10Ubuntu 21.0460120180240300Min: 347.98 / Avg: 348.75 / Max: 349.5Min: 346.86 / Avg: 348.84 / Max: 352.031. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

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 20.10Ubuntu 21.04816243240SE +/- 0.19, N = 3SE +/- 0.03, N = 335.5135.731. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 20.10Ubuntu 21.04816243240Min: 35.13 / Avg: 35.51 / Max: 35.7Min: 35.67 / Avg: 35.73 / Max: 35.771. (CXX) g++ options: -O3 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinUbuntu 20.10Ubuntu 21.04612182430SE +/- 0.26, N = 15SE +/- 0.02, N = 321.6523.871. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinUbuntu 20.10Ubuntu 21.04612182430Min: 20.13 / Avg: 21.65 / Max: 24.22Min: 23.83 / Avg: 23.87 / Max: 23.91. (CXX) g++ options: -O3 -pthread -lm

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Chimera 1080pUbuntu 20.10Ubuntu 21.04816243240SE +/- 0.10, N = 3SE +/- 0.19, N = 334.9334.391. (CXX) g++ options: -O3 -lpthread -lrt
OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Chimera 1080pUbuntu 20.10Ubuntu 21.04714212835Min: 34.73 / Avg: 34.93 / Max: 35.04Min: 34.02 / Avg: 34.39 / Max: 34.611. (CXX) g++ options: -O3 -lpthread -lrt

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KUbuntu 20.10Ubuntu 21.04510152025SE +/- 0.05, N = 3SE +/- 0.15, N = 319.2019.391. (CXX) g++ options: -O3 -lpthread -lrt
OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KUbuntu 20.10Ubuntu 21.04510152025Min: 19.14 / Avg: 19.2 / Max: 19.3Min: 19.11 / Avg: 19.39 / Max: 19.591. (CXX) g++ options: -O3 -lpthread -lrt

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 1080pUbuntu 20.10Ubuntu 21.041020304050SE +/- 0.04, N = 3SE +/- 0.43, N = 342.3041.831. (CXX) g++ options: -O3 -lpthread -lrt
OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 1080pUbuntu 20.10Ubuntu 21.04918273645Min: 42.25 / Avg: 42.3 / Max: 42.37Min: 40.97 / Avg: 41.83 / Max: 42.261. (CXX) g++ options: -O3 -lpthread -lrt

Chia Blockchain VDF

Chia is a blockchain and smart transaction platform based on proofs of space and time rather than proofs of work with other cryptocurrencies. This test profile is benchmarking the CPU performance for Chia VDF performance using the Chia VDF benchmark. The Chia VDF is for the Chia Verifiable Delay Function (Proof of Time). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++Ubuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 484.19, N = 3SE +/- 88.19, N = 31390331389671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++Ubuntu 20.10Ubuntu 21.0420K40K60K80K100KMin: 138500 / Avg: 139033.33 / Max: 140000Min: 138800 / Avg: 138966.67 / Max: 1391001. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedUbuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 900.00, N = 3SE +/- 1568.63, N = 51471001472401. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedUbuntu 20.10Ubuntu 21.0430K60K90K120K150KMin: 145300 / Avg: 147100 / Max: 148000Min: 141700 / Avg: 147240 / Max: 1498001. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 20.10Ubuntu 21.0490180270360450SE +/- 11.03, N = 9SE +/- 5.06, N = 9401.78366.36
OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 20.10Ubuntu 21.0470140210280350Min: 362.56 / Avg: 401.78 / Max: 458.19Min: 341.71 / Avg: 366.36 / Max: 386.86

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 129.08, N = 4SE +/- 133.93, N = 41137710740
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 20.10Ubuntu 21.042K4K6K8K10KMin: 11043 / Avg: 11376.75 / Max: 11638Min: 10470 / Avg: 10739.5 / Max: 11108

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 20.10Ubuntu 21.0412002400360048006000SE +/- 174.19, N = 20SE +/- 153.92, N = 2056145320
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 20.10Ubuntu 21.0410002000300040005000Min: 4378 / Avg: 5614.35 / Max: 6744Min: 4359 / Avg: 5320.05 / Max: 6488

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 20.10Ubuntu 21.044K8K12K16K20KSE +/- 203.85, N = 4SE +/- 82.67, N = 41760916729
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 20.10Ubuntu 21.043K6K9K12K15KMin: 17333 / Avg: 17608.5 / Max: 18213Min: 16552 / Avg: 16729.25 / Max: 16937

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.92, N = 4SE +/- 0.81, N = 381.782.31. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedUbuntu 20.10Ubuntu 21.041632486480Min: 80 / Avg: 81.73 / Max: 84.2Min: 81.2 / Avg: 82.33 / Max: 83.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 15.59, N = 4SE +/- 12.48, N = 32713.82727.61. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2669.2 / Avg: 2713.78 / Max: 2735.3Min: 2703.7 / Avg: 2727.6 / Max: 2745.81. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0470140210280350SE +/- 8.82, N = 14SE +/- 3.49, N = 4300.1296.31. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0450100150200250Min: 285.2 / Avg: 300.07 / Max: 413.8Min: 289.4 / Avg: 296.33 / Max: 305.51. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.047001400210028003500SE +/- 5.83, N = 14SE +/- 6.74, N = 43192.53193.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000Min: 3149.5 / Avg: 3192.49 / Max: 3226.4Min: 3181.1 / Avg: 3193.9 / Max: 3212.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.041122334455SE +/- 0.39, N = 15SE +/- 0.33, N = 345.147.21. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.041020304050Min: 42.4 / Avg: 45.14 / Max: 47.5Min: 46.9 / Avg: 47.23 / Max: 47.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 5.79, N = 15SE +/- 1.06, N = 32736.32719.41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2696.6 / Avg: 2736.33 / Max: 2758.4Min: 2718 / Avg: 2719.43 / Max: 2721.51. (CC) gcc options: -O3 -pthread -lz -llzma

srsLTE

srsLTE is an open-source LTE software radio suite created by Software Radio Systems (SRS). srsLTE can be used for building your own software defined (SDR) LTE mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples / Second, More Is BettersrsLTE 20.10.1Test: OFDM_TestUbuntu 20.10Ubuntu 21.0430M60M90M120M150MSE +/- 260341.66, N = 3SE +/- 650640.71, N = 31203333331215000001. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
OpenBenchmarking.orgSamples / Second, More Is BettersrsLTE 20.10.1Test: OFDM_TestUbuntu 20.10Ubuntu 21.0420M40M60M80M100MMin: 119900000 / Avg: 120333333.33 / Max: 120800000Min: 120200000 / Avg: 121500000 / Max: 1222000001. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsLTE 20.10.1Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.0450100150200250SE +/- 1.35, N = 3SE +/- 0.84, N = 3207.6210.91. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
OpenBenchmarking.orgeNb Mb/s, More Is BettersrsLTE 20.10.1Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.044080120160200Min: 204.9 / Avg: 207.57 / Max: 209.3Min: 209.2 / Avg: 210.87 / Max: 211.91. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f

OpenBenchmarking.orgUE Mb/s, More Is BettersrsLTE 20.10.1Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.90, N = 3SE +/- 0.30, N = 384.486.61. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
OpenBenchmarking.orgUE Mb/s, More Is BettersrsLTE 20.10.1Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.041632486480Min: 82.9 / Avg: 84.43 / Max: 86Min: 86.3 / Avg: 86.6 / Max: 87.21. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishUbuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 877.45, N = 3SE +/- 160.48, N = 31113511183661. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishUbuntu 20.10Ubuntu 21.0420K40K60K80K100KMin: 109931 / Avg: 111351 / Max: 112954Min: 118049 / Avg: 118366 / Max: 1185681. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Ubuntu 20.10Ubuntu 21.042M4M6M8M10MSE +/- 118341.78, N = 3SE +/- 137751.39, N = 39267667100776671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Ubuntu 20.10Ubuntu 21.042M4M6M8M10MMin: 9050000 / Avg: 9267666.67 / Max: 9457000Min: 9804000 / Avg: 10077666.67 / Max: 102420001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Node.js Express HTTP Load Test

A Node.js Express server with a Node-based loadtest client for facilitating HTTP benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestUbuntu 20.10Ubuntu 21.0412002400360048006000SE +/- 203.22, N = 12SE +/- 161.00, N = 15576555541. Ubuntu 20.10: Nodejs v12.18.22. Ubuntu 21.04: Nodejs v12.21.0
OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestUbuntu 20.10Ubuntu 21.0410002000300040005000Min: 4494 / Avg: 5764.67 / Max: 6673Min: 4696 / Avg: 5554.33 / Max: 65061. Ubuntu 20.10: Nodejs v12.18.22. Ubuntu 21.04: Nodejs v12.21.0

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 390.9190.91MIN: 43.48 / MAX: 100MIN: 55.56 / MAX: 100
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 20.10Ubuntu 21.0420406080100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 20.10Ubuntu 21.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8718.87MIN: 12.05 / MAX: 19.23MIN: 13.33 / MAX: 19.23
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 20.10Ubuntu 21.04510152025Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 20.10Ubuntu 21.043691215SE +/- 0.00, N = 3SE +/- 0.00, N = 310.4210.42MIN: 7.25 / MAX: 10.53MIN: 7.87 / MAX: 10.64
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 20.10Ubuntu 21.043691215Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.42 / Avg: 10.42 / Max: 10.42

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 20.10Ubuntu 21.04306090120150125125MIN: 28.57 / MAX: 142.86MIN: 31.25 / MAX: 142.86

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 20.10Ubuntu 21.043691215SE +/- 0.00, N = 3SE +/- 0.04, N = 310.3110.38MIN: 7.46 / MAX: 10.75MIN: 7.58 / MAX: 10.75
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 20.10Ubuntu 21.043691215Min: 10.31 / Avg: 10.31 / Max: 10.31Min: 10.31 / Avg: 10.38 / Max: 10.42

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 1.01, N = 15111.11109.63MIN: 23.26MIN: 20.83 / MAX: 125
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 20.10Ubuntu 21.0420406080100Min: 111.11 / Avg: 111.11 / Max: 111.11Min: 100 / Avg: 109.63 / Max: 111.11

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 20.10Ubuntu 21.04714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 327.7827.78MIN: 16.67 / MAX: 29.41MIN: 17.24 / MAX: 29.41
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 20.10Ubuntu 21.04612182430Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 27.78 / Avg: 27.78 / Max: 27.78

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 20.10Ubuntu 21.04100200300400500SE +/- 17.82, N = 15SE +/- 15.14, N = 15466.67477.78MIN: 142.86 / MAX: 1000MIN: 142.86 / MAX: 1000
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 20.10Ubuntu 21.0480160240320400Min: 333.33 / Avg: 466.67 / Max: 500Min: 333.33 / Avg: 477.78 / Max: 500

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04246810SE +/- 0.04, N = 3SE +/- 0.02, N = 37.347.361. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.043691215Min: 7.27 / Avg: 7.34 / Max: 7.38Min: 7.32 / Avg: 7.36 / Max: 7.381. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.040.91131.82262.73393.64524.5565SE +/- 0.03, N = 3SE +/- 0.01, N = 33.894.051. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04246810Min: 3.85 / Avg: 3.89 / Max: 3.95Min: 4.04 / Avg: 4.05 / Max: 4.081. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.0448121620SE +/- 0.17, N = 3SE +/- 0.02, N = 317.0216.971. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.0448121620Min: 16.69 / Avg: 17.02 / Max: 17.22Min: 16.94 / Avg: 16.97 / Max: 17.011. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04612182430SE +/- 0.15, N = 3SE +/- 0.28, N = 323.6923.591. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04612182430Min: 23.4 / Avg: 23.69 / Max: 23.91Min: 23.03 / Avg: 23.59 / Max: 23.931. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 20.10Ubuntu 21.041428425670SE +/- 0.77, N = 3SE +/- 0.70, N = 364.4264.30MIN: 56.4 / MAX: 82.25MIN: 55.83 / MAX: 81.77
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 20.10Ubuntu 21.041326395265Min: 62.9 / Avg: 64.42 / Max: 65.31Min: 62.91 / Avg: 64.3 / Max: 65.13

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 20.10Ubuntu 21.041530456075SE +/- 0.47, N = 3SE +/- 0.30, N = 366.1667.04MIN: 57.81 / MAX: 87.38MIN: 59.72 / MAX: 87.99
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 20.10Ubuntu 21.041326395265Min: 65.22 / Avg: 66.16 / Max: 66.73Min: 66.54 / Avg: 67.04 / Max: 67.57

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.89, N = 5SE +/- 0.58, N = 380.2281.29MIN: 64.42 / MAX: 92.94MIN: 67.06 / MAX: 91.79
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 20.10Ubuntu 21.041632486480Min: 77.03 / Avg: 80.22 / Max: 82.03Min: 80.18 / Avg: 81.29 / Max: 82.11

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.47, N = 3SE +/- 0.84, N = 10101.86106.69MIN: 80.69 / MAX: 111.15MIN: 85.33 / MAX: 112.78
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 20.10Ubuntu 21.0420406080100Min: 101.29 / Avg: 101.86 / Max: 102.79Min: 100.97 / Avg: 106.69 / Max: 108.8

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 20.10Ubuntu 21.04246810SE +/- 0.02, N = 3SE +/- 0.01, N = 36.936.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 20.10Ubuntu 21.043691215Min: 6.9 / Avg: 6.93 / Max: 6.96Min: 6.88 / Avg: 6.9 / Max: 6.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumUbuntu 20.10Ubuntu 21.04612182430SE +/- 0.04, N = 3SE +/- 0.07, N = 325.2625.421. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumUbuntu 20.10Ubuntu 21.04612182430Min: 25.18 / Avg: 25.26 / Max: 25.3Min: 25.35 / Avg: 25.42 / Max: 25.551. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 20.10Ubuntu 21.043691215SE +/- 0.02, N = 3SE +/- 0.02, N = 313.2013.381. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 20.10Ubuntu 21.0448121620Min: 13.16 / Avg: 13.2 / Max: 13.23Min: 13.36 / Avg: 13.38 / Max: 13.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 20.10Ubuntu 21.04510152025SE +/- 0.02, N = 3SE +/- 0.11, N = 322.7422.781. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 20.10Ubuntu 21.04510152025Min: 22.7 / Avg: 22.74 / Max: 22.77Min: 22.55 / Avg: 22.78 / Max: 22.91. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastUbuntu 20.10Ubuntu 21.041122334455SE +/- 0.20, N = 3SE +/- 0.45, N = 348.5749.201. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastUbuntu 20.10Ubuntu 21.041020304050Min: 48.3 / Avg: 48.57 / Max: 48.96Min: 48.62 / Avg: 49.2 / Max: 50.091. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.21, N = 3SE +/- 0.67, N = 386.4685.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastUbuntu 20.10Ubuntu 21.041632486480Min: 86.18 / Avg: 86.46 / Max: 86.88Min: 84.3 / Avg: 85.41 / Max: 86.631. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.040.64011.28021.92032.56043.2005SE +/- 0.002, N = 3SE +/- 0.037, N = 32.7962.8451. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04246810Min: 2.79 / Avg: 2.8 / Max: 2.8Min: 2.79 / Avg: 2.85 / Max: 2.911. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04714212835SE +/- 0.37, N = 15SE +/- 0.34, N = 327.1629.811. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.04714212835Min: 24.87 / Avg: 27.16 / Max: 29.19Min: 29.23 / Avg: 29.81 / Max: 30.421. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04714212835SE +/- 0.18, N = 3SE +/- 0.09, N = 328.6329.571. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04714212835Min: 28.31 / Avg: 28.63 / Max: 28.95Min: 29.41 / Avg: 29.57 / Max: 29.71. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.044080120160200SE +/- 1.13, N = 3SE +/- 1.72, N = 3161.78172.021. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04306090120150Min: 160.34 / Avg: 161.78 / Max: 164.02Min: 169.06 / Avg: 172.02 / Max: 175.031. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.0460120180240300SE +/- 2.36, N = 6SE +/- 2.49, N = 3237.32260.881. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.0450100150200250Min: 226.76 / Avg: 237.32 / Max: 242.33Min: 258.06 / Avg: 260.88 / Max: 265.841. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.0450100150200250SE +/- 2.23, N = 3SE +/- 2.00, N = 15201.11210.151. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.044080120160200Min: 196.91 / Avg: 201.11 / Max: 204.51Min: 193.65 / Avg: 210.15 / Max: 220.491. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.044080120160200SE +/- 1.24, N = 3SE +/- 2.00, N = 15198.24204.861. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.044080120160200Min: 195.81 / Avg: 198.24 / Max: 199.91Min: 194.94 / Avg: 204.86 / Max: 216.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.044080120160200SE +/- 0.47, N = 3SE +/- 2.03, N = 3164.77170.471. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04306090120150Min: 163.92 / Avg: 164.77 / Max: 165.53Min: 166.56 / Avg: 170.47 / Max: 173.371. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.043691215SE +/- 0.07, N = 3SE +/- 0.09, N = 312.6612.921. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 20.10Ubuntu 21.0448121620Min: 12.55 / Avg: 12.66 / Max: 12.79Min: 12.75 / Avg: 12.92 / Max: 13.051. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04714212835SE +/- 0.29, N = 5SE +/- 0.34, N = 328.2628.331. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 20.10Ubuntu 21.04612182430Min: 27.51 / Avg: 28.26 / Max: 29.22Min: 27.73 / Avg: 28.33 / Max: 28.91. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.10Ubuntu 21.041326395265SE +/- 2.62, N = 12SE +/- 2.57, N = 1250.8157.59
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.10Ubuntu 21.041122334455Min: 36.89 / Avg: 50.81 / Max: 61.96Min: 40.92 / Avg: 57.59 / Max: 64.18

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10Ubuntu 21.04140280420560700SE +/- 7.42, N = 3SE +/- 2.40, N = 3604669MIN: 1 / MAX: 2606MIN: 1 / MAX: 2821
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10Ubuntu 21.04120240360480600Min: 595 / Avg: 604.33 / Max: 619Min: 666 / Avg: 669.33 / Max: 674

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeUbuntu 20.10Ubuntu 21.045M10M15M20M25MSE +/- 181382.68, N = 3SE +/- 58341.71, N = 32203274521915837MIN: 1023660 / MAX: 161438904MIN: 1062215 / MAX: 153704880
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeUbuntu 20.10Ubuntu 21.044M8M12M16M20MMin: 21670511 / Avg: 22032745.33 / Max: 22230855Min: 21807522 / Avg: 21915837.33 / Max: 22007573

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeUbuntu 20.10Ubuntu 21.0420M40M60M80M100MSE +/- 2593649.80, N = 12SE +/- 65330.82, N = 38064825573429487MIN: 1000000 / MAX: 1324247328MIN: 1371963 / MAX: 676014012
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeUbuntu 20.10Ubuntu 21.0414M28M42M56M70MMin: 72512660 / Avg: 80648254.75 / Max: 98827675Min: 73341689 / Avg: 73429486.67 / Max: 73557189

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeUbuntu 20.10Ubuntu 21.04400K800K1200K1600K2000KSE +/- 5996.30, N = 3SE +/- 7183.20, N = 314932941776457MIN: 18361 / MAX: 5191710MIN: 24424 / MAX: 5906521
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeUbuntu 20.10Ubuntu 21.04300K600K900K1200K1500KMin: 1484396 / Avg: 1493293.67 / Max: 1504706Min: 1762100 / Avg: 1776457.33 / Max: 1784078

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 20.10Ubuntu 21.04500K1000K1500K2000K2500KSE +/- 3242.58, N = 3SE +/- 2872.35, N = 32316974.822347453.571. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 20.10Ubuntu 21.04400K800K1200K1600K2000KMin: 2310886.44 / Avg: 2316974.82 / Max: 2321953.34Min: 2342777.66 / Avg: 2347453.57 / Max: 2352681.691. (CC) gcc options: -O2 -lrt" -lrt

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 20.10Ubuntu 21.0440M80M120M160M200MSE +/- 1600302.62, N = 3SE +/- 2129761.70, N = 151776244091804935801. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 20.10Ubuntu 21.0430M60M90M120M150MMin: 175858290 / Avg: 177624409.33 / Max: 180819075Min: 171815407 / Avg: 180493580.2 / Max: 2036934881. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 20.10Ubuntu 21.0440M80M120M160M200MSE +/- 748824.48, N = 3SE +/- 1805964.50, N = 3167218420172711481
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 20.10Ubuntu 21.0430M60M90M120M150MMin: 165730201 / Avg: 167218420 / Max: 168107848Min: 169883036 / Avg: 172711480.67 / Max: 176071069

Swet

Swet is a synthetic CPU/RAM benchmark, includes multi-processor test cases. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageUbuntu 20.10Ubuntu 21.04140M280M420M560M700MSE +/- 7650995.20, N = 3SE +/- 1889606.21, N = 36273674736391558871. (CC) gcc options: -lm -lpthread -lcurses -lrt
OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageUbuntu 20.10Ubuntu 21.04110M220M330M440M550MMin: 612998788 / Avg: 627367473 / Max: 639109101Min: 636317584 / Avg: 639155887.33 / Max: 6427360251. (CC) gcc options: -lm -lpthread -lcurses -lrt

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEUbuntu 20.10Ubuntu 21.045001000150020002500SE +/- 14.40, N = 10SE +/- 22.31, N = 15186625311. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEUbuntu 20.10Ubuntu 21.04400800120016002000Min: 1796 / Avg: 1866.1 / Max: 1961Min: 2326 / Avg: 2530.6 / Max: 26211. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulUbuntu 20.10Ubuntu 21.048001600240032004000SE +/- 7.67, N = 3SE +/- 6.89, N = 3371638151. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulUbuntu 20.10Ubuntu 21.047001400210028003500Min: 3708 / Avg: 3715.67 / Max: 3731Min: 3802 / Avg: 3815.33 / Max: 38251. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessUbuntu 20.10Ubuntu 21.049K18K27K36K45KSE +/- 217.12, N = 3SE +/- 533.56, N = 340166400821. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessUbuntu 20.10Ubuntu 21.047K14K21K28K35KMin: 39872 / Avg: 40166.33 / Max: 40590Min: 39055 / Avg: 40082.33 / Max: 408461. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 20.10Ubuntu 21.0448121620SE +/- 0.11, N = 3SE +/- 0.19, N = 415.3615.381. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 20.10Ubuntu 21.0448121620Min: 15.13 / Avg: 15.36 / Max: 15.48Min: 14.97 / Avg: 15.38 / Max: 15.881. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 20.10Ubuntu 21.041.31742.63483.95225.26966.587SE +/- 0.084, N = 15SE +/- 0.074, N = 155.8555.0501. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 20.10Ubuntu 21.04246810Min: 5.39 / Avg: 5.86 / Max: 6.63Min: 4.78 / Avg: 5.05 / Max: 5.481. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 20.10Ubuntu 21.04918273645SE +/- 0.05, N = 3SE +/- 0.47, N = 338.6836.761. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 20.10Ubuntu 21.04816243240Min: 38.61 / Avg: 38.68 / Max: 38.77Min: 36.22 / Avg: 36.76 / Max: 37.71. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 20.10Ubuntu 21.043691215SE +/- 0.088, N = 7SE +/- 0.146, N = 159.4518.5221. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 20.10Ubuntu 21.043691215Min: 9.17 / Avg: 9.45 / Max: 9.69Min: 7.83 / Avg: 8.52 / Max: 9.731. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 20.10Ubuntu 21.04918273645SE +/- 0.06, N = 3SE +/- 0.05, N = 337.0735.19
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 20.10Ubuntu 21.04816243240Min: 36.99 / Avg: 37.07 / Max: 37.19Min: 35.1 / Avg: 35.19 / Max: 35.28

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.33, N = 3SE +/- 0.13, N = 376.8875.95
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 20.10Ubuntu 21.041530456075Min: 76.47 / Avg: 76.88 / Max: 77.54Min: 75.79 / Avg: 75.95 / Max: 76.21

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 20.10Ubuntu 21.04612182430SE +/- 0.39, N = 14SE +/- 0.35, N = 1326.5324.81
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 20.10Ubuntu 21.04612182430Min: 25.71 / Avg: 26.53 / Max: 31.43Min: 24.19 / Avg: 24.81 / Max: 28.88

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 20.10Ubuntu 21.04306090120150SE +/- 1.55, N = 3SE +/- 0.36, N = 3144.79129.15
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 20.10Ubuntu 21.04306090120150Min: 141.74 / Avg: 144.79 / Max: 146.77Min: 128.66 / Avg: 129.15 / Max: 129.85

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 20.10Ubuntu 21.0450100150200250SE +/- 0.98, N = 3SE +/- 1.40, N = 3226.85198.54
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 20.10Ubuntu 21.044080120160200Min: 225.64 / Avg: 226.85 / Max: 228.79Min: 196.57 / Avg: 198.54 / Max: 201.25

Timed MPlayer Compilation

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileUbuntu 20.10Ubuntu 21.043691215SE +/- 0.06, N = 3SE +/- 0.06, N = 311.1010.11
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileUbuntu 20.10Ubuntu 21.043691215Min: 10.99 / Avg: 11.1 / Max: 11.19Min: 10.02 / Avg: 10.11 / Max: 10.23

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 20.10Ubuntu 21.0420406080100SE +/- 1.42, N = 3SE +/- 0.97, N = 3108.60102.14
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 20.10Ubuntu 21.0420406080100Min: 106.38 / Avg: 108.6 / Max: 111.26Min: 100.36 / Avg: 102.14 / Max: 103.68

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 20.10Ubuntu 21.041020304050SE +/- 0.37, N = 9SE +/- 0.52, N = 344.0140.21
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 20.10Ubuntu 21.04918273645Min: 42.7 / Avg: 44.01 / Max: 46.57Min: 39.61 / Avg: 40.21 / Max: 41.23

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileUbuntu 20.10Ubuntu 21.041632486480SE +/- 0.57, N = 3SE +/- 0.48, N = 374.3270.06
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileUbuntu 20.10Ubuntu 21.041428425670Min: 73.69 / Avg: 74.32 / Max: 75.46Min: 69.52 / Avg: 70.06 / Max: 71.02

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 20.10Ubuntu 21.043691215SE +/- 0.063, N = 3SE +/- 0.097, N = 59.3659.4761. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 20.10Ubuntu 21.043691215Min: 9.25 / Avg: 9.37 / Max: 9.47Min: 9.26 / Avg: 9.48 / Max: 9.821. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 20.10Ubuntu 21.04246810SE +/- 0.07152, N = 15SE +/- 0.07388, N = 36.758816.525381. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 20.10Ubuntu 21.043691215Min: 6.19 / Avg: 6.76 / Max: 7.15Min: 6.43 / Avg: 6.53 / Max: 6.671. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 20.10Ubuntu 21.04714212835SE +/- 0.06, N = 3SE +/- 0.27, N = 331.1331.271. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 20.10Ubuntu 21.04714212835Min: 31.01 / Avg: 31.13 / Max: 31.22Min: 30.74 / Avg: 31.27 / Max: 31.591. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 20.10Ubuntu 21.041.18142.36283.54424.72565.907SE +/- 0.04628, N = 3SE +/- 0.07466, N = 35.250855.239121. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 20.10Ubuntu 21.04246810Min: 5.16 / Avg: 5.25 / Max: 5.31Min: 5.15 / Avg: 5.24 / Max: 5.391. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 20.10Ubuntu 21.0448121620SE +/- 0.44, N = 15SE +/- 0.44, N = 1513.7613.451. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 20.10Ubuntu 21.0448121620Min: 10.9 / Avg: 13.76 / Max: 16.06Min: 11.14 / Avg: 13.45 / Max: 16.221. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneUbuntu 20.10Ubuntu 21.0420406080100SE +/- 2.54, N = 12SE +/- 2.26, N = 1583.2786.281. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneUbuntu 20.10Ubuntu 21.041632486480Min: 71.1 / Avg: 83.26 / Max: 97.87Min: 73.48 / Avg: 86.28 / Max: 98.531. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

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: IP Shapes 1D - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.22930.45860.68790.91721.1465SE +/- 0.009311, N = 7SE +/- 0.010679, N = 41.0188950.945450MIN: 0.84MIN: 0.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 0.99 / Avg: 1.02 / Max: 1.06Min: 0.92 / Avg: 0.95 / Max: 0.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.34750.6951.04251.391.7375SE +/- 0.02039, N = 3SE +/- 0.01131, N = 31.544421.37903MIN: 1.31MIN: 1.331. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 1.52 / Avg: 1.54 / Max: 1.59Min: 1.36 / Avg: 1.38 / Max: 1.41. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.31570.63140.94711.26281.5785SE +/- 0.01231, N = 3SE +/- 0.00905, N = 151.403231.25869MIN: 0.82MIN: 0.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 1.38 / Avg: 1.4 / Max: 1.42Min: 1.2 / Avg: 1.26 / Max: 1.311. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.1060.2120.3180.4240.53SE +/- 0.003416, N = 15SE +/- 0.004513, N = 60.4710520.445171MIN: 0.39MIN: 0.41. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0412345Min: 0.46 / Avg: 0.47 / Max: 0.51Min: 0.44 / Avg: 0.45 / Max: 0.471. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.040.74471.48942.23412.97883.7235SE +/- 0.03870, N = 3SE +/- 0.02675, N = 123.309613.03516MIN: 2.85MIN: 2.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 3.24 / Avg: 3.31 / Max: 3.37Min: 2.99 / Avg: 3.04 / Max: 3.331. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.040.44140.88281.32421.76562.207SE +/- 0.01622, N = 9SE +/- 0.01169, N = 141.961661.82051MIN: 1.66MIN: 1.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 1.94 / Avg: 1.96 / Max: 2.09Min: 1.8 / Avg: 1.82 / Max: 1.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.35540.71081.06621.42161.777SE +/- 0.01111, N = 3SE +/- 0.00589, N = 31.579541.41084MIN: 1.24MIN: 1.271. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 1.56 / Avg: 1.58 / Max: 1.6Min: 1.4 / Avg: 1.41 / Max: 1.421. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04816243240SE +/- 0.37, N = 15SE +/- 0.29, N = 1535.4628.75MIN: 14.26MIN: 15.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04816243240Min: 34.16 / Avg: 35.46 / Max: 40.25Min: 27.21 / Avg: 28.75 / Max: 31.891. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.20310.40620.60930.81241.0155SE +/- 0.008637, N = 6SE +/- 0.008374, N = 60.9027510.846330MIN: 0.8MIN: 0.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 0.89 / Avg: 0.9 / Max: 0.95Min: 0.84 / Avg: 0.85 / Max: 0.891. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.2320.4640.6960.9281.16SE +/- 0.004578, N = 3SE +/- 0.005014, N = 31.0310200.924756MIN: 0.84MIN: 0.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 1.02 / Avg: 1.03 / Max: 1.04Min: 0.92 / Avg: 0.92 / Max: 0.931. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.0870.1740.2610.3480.435SE +/- 0.003521, N = 3SE +/- 0.004351, N = 30.3867940.362841MIN: 0.31MIN: 0.321. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0412345Min: 0.38 / Avg: 0.39 / Max: 0.39Min: 0.36 / Avg: 0.36 / Max: 0.371. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.04660.09320.13980.18640.233SE +/- 0.001494, N = 14SE +/- 0.001836, N = 130.2069190.193198MIN: 0.18MIN: 0.181. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0412345Min: 0.2 / Avg: 0.21 / Max: 0.23Min: 0.19 / Avg: 0.19 / Max: 0.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04160320480640800SE +/- 5.22, N = 15SE +/- 1.73, N = 3732.24672.65MIN: 674.53MIN: 646.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04130260390520650Min: 710.93 / Avg: 732.23 / Max: 782.92Min: 669.81 / Avg: 672.65 / Max: 675.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04100200300400500SE +/- 2.30, N = 3SE +/- 0.63, N = 3468.05437.87MIN: 438.61MIN: 422.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0480160240320400Min: 463.79 / Avg: 468.05 / Max: 471.7Min: 436.65 / Avg: 437.87 / Max: 438.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04160320480640800SE +/- 6.32, N = 15SE +/- 5.64, N = 15730.83684.27MIN: 671.61MIN: 645.41. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04130260390520650Min: 709.35 / Avg: 730.82 / Max: 787.69Min: 669.34 / Avg: 684.27 / Max: 729.621. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.040.51081.02161.53242.04322.554SE +/- 0.02930, N = 15SE +/- 0.01823, N = 32.270082.10597MIN: 2.03MIN: 2.031. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 2.17 / Avg: 2.27 / Max: 2.5Min: 2.08 / Avg: 2.11 / Max: 2.141. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.040.78861.57722.36583.15443.943SE +/- 0.02670, N = 3SE +/- 0.00929, N = 33.505053.27051MIN: 3.07MIN: 3.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 3.47 / Avg: 3.51 / Max: 3.56Min: 3.26 / Avg: 3.27 / Max: 3.291. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.043691215SE +/- 3.41513, N = 12SE +/- 0.03296, N = 1411.680143.60538MIN: 3.48MIN: 3.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.043691215Min: 3.62 / Avg: 11.68 / Max: 29.48Min: 3.55 / Avg: 3.61 / Max: 4.031. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.04110220330440550SE +/- 33.83, N = 15SE +/- 0.53, N = 3506.97439.68MIN: 435.95MIN: 424.751. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0490180270360450Min: 462.98 / Avg: 506.97 / Max: 980.32Min: 438.65 / Avg: 439.68 / Max: 440.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.06090.12180.18270.24360.3045SE +/- 0.003157, N = 4SE +/- 0.002948, N = 30.2708020.256555MIN: 0.23MIN: 0.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0412345Min: 0.27 / Avg: 0.27 / Max: 0.28Min: 0.25 / Avg: 0.26 / Max: 0.261. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04160320480640800SE +/- 19.97, N = 12SE +/- 0.16, N = 3754.98671.54MIN: 673.86MIN: 647.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04130260390520650Min: 714.47 / Avg: 754.98 / Max: 965.87Min: 671.26 / Avg: 671.54 / Max: 671.821. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04100200300400500SE +/- 1.27, N = 3SE +/- 0.96, N = 3472.25437.97MIN: 442.59MIN: 422.421. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.0480160240320400Min: 470.86 / Avg: 472.25 / Max: 474.79Min: 436.63 / Avg: 437.97 / Max: 439.831. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.040.05560.11120.16680.22240.278SE +/- 0.001954, N = 10SE +/- 0.002322, N = 60.2472600.231483MIN: 0.2MIN: 0.21. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 20.10Ubuntu 21.0412345Min: 0.24 / Avg: 0.25 / Max: 0.26Min: 0.23 / Avg: 0.23 / Max: 0.241. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.040.14840.29680.44520.59360.742SE +/- 0.004580, N = 3SE +/- 0.004554, N = 30.6596380.615331MIN: 0.56MIN: 0.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 20.10Ubuntu 21.04246810Min: 0.65 / Avg: 0.66 / Max: 0.67Min: 0.61 / Avg: 0.62 / Max: 0.621. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 20.10Ubuntu 21.0480160240320400SE +/- 2.90, N = 12SE +/- 2.48, N = 12387.62332.22
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 20.10Ubuntu 21.0470140210280350Min: 362.26 / Avg: 387.62 / Max: 394.35Min: 319.95 / Avg: 332.22 / Max: 346.2

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.34, N = 3SE +/- 0.84, N = 381.7787.46
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileUbuntu 20.10Ubuntu 21.0420406080100Min: 81.4 / Avg: 81.77 / Max: 82.45Min: 86.35 / Avg: 87.46 / Max: 89.12

Timed Erlang/OTP Compilation

This test times how long it takes to compile Erlang/OTP. Erlang is a programming language and run-time for massively scalable soft real-time systems with high availability requirements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 23.2Time To CompileUbuntu 20.10Ubuntu 21.044080120160200SE +/- 1.20, N = 3SE +/- 0.85, N = 3183.28180.49
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 23.2Time To CompileUbuntu 20.10Ubuntu 21.04306090120150Min: 180.91 / Avg: 183.28 / Max: 184.75Min: 178.97 / Avg: 180.49 / Max: 181.91

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 20.10Ubuntu 21.041530456075SE +/- 0.19, N = 3SE +/- 0.37, N = 368.8044.611. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 20.10Ubuntu 21.041326395265Min: 68.54 / Avg: 68.8 / Max: 69.17Min: 44.14 / Avg: 44.61 / Max: 45.341. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.21, N = 3SE +/- 0.73, N = 1583.5382.471. (CC) gcc options: -O2 -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitUbuntu 20.10Ubuntu 21.041632486480Min: 83.16 / Avg: 83.53 / Max: 83.9Min: 79.23 / Avg: 82.46 / Max: 86.71. (CC) gcc options: -O2 -pthread

Aircrack-ng

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Ubuntu 20.10Ubuntu 21.0450K100K150K200K250KSE +/- 149.68, N = 3SE +/- 66.66, N = 3211559.00211170.461. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread
OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Ubuntu 20.10Ubuntu 21.0440K80K120K160K200KMin: 211283.64 / Avg: 211559 / Max: 211798.39Min: 211038.73 / Avg: 211170.46 / Max: 211254.091. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

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 3.15.5Algorithm: MagiUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 5.62, N = 3SE +/- 50.25, N = 122731.132735.741. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: MagiUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2720.11 / Avg: 2731.13 / Max: 2738.53Min: 2238.83 / Avg: 2735.74 / Max: 2897.331. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25xUbuntu 20.10Ubuntu 21.045001000150020002500SE +/- 25.12, N = 4SE +/- 24.82, N = 32253.802221.971. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25xUbuntu 20.10Ubuntu 21.04400800120016002000Min: 2179.49 / Avg: 2253.8 / Max: 2285.87Min: 2175.92 / Avg: 2221.97 / Max: 2261.071. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: DeepcoinUbuntu 20.10Ubuntu 21.046K12K18K24K30KSE +/- 615.22, N = 12SE +/- 326.37, N = 1528568291911. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: DeepcoinUbuntu 20.10Ubuntu 21.045K10K15K20K25KMin: 23850 / Avg: 28567.5 / Max: 32900Min: 26750 / Avg: 29191.33 / Max: 311301. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: RingcoinUbuntu 20.10Ubuntu 21.048001600240032004000SE +/- 168.93, N = 15SE +/- 99.60, N = 153954.423487.911. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: RingcoinUbuntu 20.10Ubuntu 21.047001400210028003500Min: 2895.19 / Avg: 3954.42 / Max: 5670.06Min: 2628.51 / Avg: 3487.91 / Max: 4167.291. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Blake-2 SUbuntu 20.10Ubuntu 21.04300K600K900K1200K1500KSE +/- 14563.41, N = 15SE +/- 21571.08, N = 15136045313951271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Blake-2 SUbuntu 20.10Ubuntu 21.04200K400K600K800K1000KMin: 1210000 / Avg: 1360453.33 / Max: 1478850Min: 1187500 / Avg: 1395126.67 / Max: 15077401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinUbuntu 20.10Ubuntu 21.046K12K18K24K30KSE +/- 1085.72, N = 12SE +/- 1184.13, N = 1226183294731. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinUbuntu 20.10Ubuntu 21.045K10K15K20K25KMin: 14900 / Avg: 26182.5 / Max: 28910Min: 16690 / Avg: 29473.33 / Max: 319901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinUbuntu 20.10Ubuntu 21.0460K120K180K240K300KSE +/- 3496.83, N = 15SE +/- 2421.06, N = 152684672776831. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinUbuntu 20.10Ubuntu 21.0450K100K150K200K250KMin: 226840 / Avg: 268466.67 / Max: 285680Min: 262870 / Avg: 277682.67 / Max: 2895801. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Myriad-GroestlUbuntu 20.10Ubuntu 21.0410K20K30K40K50KSE +/- 1259.45, N = 15SE +/- 1514.24, N = 1546086407531. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Myriad-GroestlUbuntu 20.10Ubuntu 21.048K16K24K32K40KMin: 41000 / Avg: 46086 / Max: 58770Min: 34610 / Avg: 40753.33 / Max: 547501. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY CreditsUbuntu 20.10Ubuntu 21.0440K80K120K160K200KSE +/- 3093.55, N = 12SE +/- 2699.74, N = 151519781636271. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY CreditsUbuntu 20.10Ubuntu 21.0430K60K90K120K150KMin: 119200 / Avg: 151978.33 / Max: 161760Min: 152190 / Avg: 163626.67 / Max: 1784001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, PyriteUbuntu 20.10Ubuntu 21.0470K140K210K280K350KSE +/- 9923.95, N = 13SE +/- 3914.38, N = 153226283172911. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, PyriteUbuntu 20.10Ubuntu 21.0460K120K180K240K300KMin: 227050 / Avg: 322627.69 / Max: 369950Min: 282170 / Avg: 317291.33 / Max: 3455101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Triple SHA-256, OnecoinUbuntu 20.10Ubuntu 21.0490K180K270K360K450KSE +/- 11124.39, N = 12SE +/- 1250.96, N = 34026864226801. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Triple SHA-256, OnecoinUbuntu 20.10Ubuntu 21.0470K140K210K280K350KMin: 292350 / Avg: 402685.83 / Max: 444490Min: 421100 / Avg: 422680 / Max: 4251501. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 20.10Ubuntu 21.0450K100K150K200K250KSE +/- 530.29, N = 3SE +/- 178.37, N = 32265882302721. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 20.10Ubuntu 21.0440K80K120K160K200KMin: 225651.5 / Avg: 226588.42 / Max: 227487.28Min: 229915.7 / Avg: 230272.23 / Max: 230461.281. (CC) gcc options: -pedantic -O3

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkUbuntu 20.10Ubuntu 21.043691215SE +/- 0.13, N = 15SE +/- 0.07, N = 310.3710.791. Ubuntu 20.10: Nodejs v12.18.22. Ubuntu 21.04: Nodejs v12.21.0
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkUbuntu 20.10Ubuntu 21.043691215Min: 9.43 / Avg: 10.37 / Max: 11.03Min: 10.66 / Avg: 10.79 / Max: 10.891. Ubuntu 20.10: Nodejs v12.18.22. Ubuntu 21.04: Nodejs v12.21.0

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04200M400M600M800M1000MSE +/- 2859827.11, N = 3SE +/- 702242.44, N = 38127766678267566671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04140M280M420M560M700MMin: 808910000 / Avg: 812776666.67 / Max: 818360000Min: 825730000 / Avg: 826756666.67 / Max: 8281000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04300M600M900M1200M1500MSE +/- 11623730.52, N = 3SE +/- 768837.51, N = 3156993333316311666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04300M600M900M1200M1500MMin: 1548600000 / Avg: 1569933333.33 / Max: 1588600000Min: 1630300000 / Avg: 1631166666.67 / Max: 16327000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04700M1400M2100M2800M3500MSE +/- 24378623.66, N = 4SE +/- 19853994.84, N = 3215712500030449666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04500M1000M1500M2000M2500MMin: 2104300000 / Avg: 2157125000 / Max: 2219900000Min: 3014400000 / Avg: 3044966666.67 / Max: 30822000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04700M1400M2100M2800M3500MSE +/- 13475203.56, N = 3SE +/- 9583724.63, N = 3329213333332907666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04600M1200M1800M2400M3000MMin: 3266300000 / Avg: 3292133333.33 / Max: 3311700000Min: 3271600000 / Avg: 3290766666.67 / Max: 33005000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04700M1400M2100M2800M3500MSE +/- 10305392.33, N = 3SE +/- 15087448.79, N = 3308696666730806333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57Ubuntu 20.10Ubuntu 21.04500M1000M1500M2000M2500MMin: 3068400000 / Avg: 3086966666.67 / Max: 3104000000Min: 3050700000 / Avg: 3080633333.33 / Max: 30989000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Ubuntu 20.10Ubuntu 21.04110K220K330K440K550KSE +/- 13586.63, N = 12SE +/- 4128.37, N = 3355593.18524178.091. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Ubuntu 20.10Ubuntu 21.0490K180K270K360K450KMin: 291135.69 / Avg: 355593.18 / Max: 464270.34Min: 516045.54 / Avg: 524178.09 / Max: 529479.931. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: SqueezeNetUbuntu 20.10Ubuntu 21.0414K28K42K56K70KSE +/- 1725.85, N = 12SE +/- 35.00, N = 366836.447808.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.10Ubuntu 21.0412K24K36K48K60KMin: 57066.2 / Avg: 66836.35 / Max: 76024.1Min: 47739.8 / Avg: 47808.27 / Max: 47855.1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.10Ubuntu 21.04200K400K600K800K1000KSE +/- 7218.89, N = 3SE +/- 7233.85, N = 5892083687019
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.10Ubuntu 21.04150K300K450K600K750KMin: 877650 / Avg: 892083.33 / Max: 899610Min: 665700 / Avg: 687018.6 / Max: 702860

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 5683.05, N = 15SE +/- 768.19, N = 15157434.081319.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 20.10Ubuntu 21.0430K60K90K120K150KMin: 127324 / Avg: 157433.87 / Max: 197864Min: 77704.6 / Avg: 81319.34 / Max: 87869.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.10Ubuntu 21.0412K24K36K48K60KSE +/- 733.25, N = 15SE +/- 612.15, N = 1555489.841555.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.10Ubuntu 21.0410K20K30K40K50KMin: 50057.7 / Avg: 55489.77 / Max: 61852.8Min: 38052.1 / Avg: 41555.14 / Max: 45423.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 20.10Ubuntu 21.0413K26K39K52K65KSE +/- 573.26, N = 15SE +/- 601.06, N = 1558977.643074.5
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 20.10Ubuntu 21.0410K20K30K40K50KMin: 54201.3 / Avg: 58977.62 / Max: 63292.5Min: 39098.2 / Avg: 43074.54 / Max: 46567.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 20.10Ubuntu 21.04160K320K480K640K800KSE +/- 13732.96, N = 12SE +/- 790.57, N = 3725870569303
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 20.10Ubuntu 21.04130K260K390K520K650KMin: 652825 / Avg: 725870.25 / Max: 830276Min: 567962 / Avg: 569303.33 / Max: 570699

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 20.10Ubuntu 21.04200K400K600K800K1000KSE +/- 12775.84, N = 3SE +/- 10755.01, N = 159270669466341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 20.10Ubuntu 21.04160K320K480K640K800KMin: 903467.44 / Avg: 927066.18 / Max: 947350.3Min: 861584.42 / Avg: 946633.68 / Max: 989623.061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 20.10Ubuntu 21.040.0610.1220.1830.2440.305SE +/- 0.004, N = 3SE +/- 0.003, N = 150.2710.2661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 20.10Ubuntu 21.0412345Min: 0.27 / Avg: 0.27 / Max: 0.28Min: 0.25 / Avg: 0.27 / Max: 0.291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 20.10Ubuntu 21.046K12K18K24K30KSE +/- 45.12, N = 3SE +/- 43.42, N = 320742287121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 20.10Ubuntu 21.045K10K15K20K25KMin: 20683.74 / Avg: 20742.41 / Max: 20831.12Min: 28633.79 / Avg: 28712.18 / Max: 28783.741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 20.10Ubuntu 21.043691215SE +/- 0.030, N = 3SE +/- 0.010, N = 312.1008.7391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 20.10Ubuntu 21.0448121620Min: 12.04 / Avg: 12.1 / Max: 12.14Min: 8.72 / Avg: 8.74 / Max: 8.761. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

WRF

WRF, the Weather Research and Forecasting Model, is a "next-generation mesoscale numerical weather prediction system designed for both atmospheric research and operational forecasting applications. It features two dynamical cores, a data assimilation system, and a software architecture supporting parallel computation and system extensibility." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWRF 4.2.2Input: conus 2.5kmUbuntu 20.10Ubuntu 21.042K4K6K8K10K9897.129903.05-levent-levent_core1. (F9X) gfortran options: -O2 -ftree-vectorize -funroll-loops -ffree-form -fconvert=big-endian -frecord-marker=4 -fallow-invalid-boz -lesmf_time -lwrfio_nf -lnetcdff -lnetcdf -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_pthreads -lutil -lm -lrt -lz

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 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10Ubuntu 21.04130260390520650SE +/- 12.21, N = 15SE +/- 9.40, N = 15606.05443.55MIN: 372.96 / MAX: 843.9MIN: 367.81 / MAX: 808.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10Ubuntu 21.04110220330440550Min: 552.72 / Avg: 606.05 / Max: 697.75Min: 393.52 / Avg: 443.55 / Max: 497.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10Ubuntu 21.0480160240320400SE +/- 0.02, N = 3SE +/- 0.08, N = 3366.20366.73MIN: 366.01 / MAX: 367.51MIN: 365.95 / MAX: 373.21. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10Ubuntu 21.0470140210280350Min: 366.17 / Avg: 366.2 / Max: 366.23Min: 366.65 / Avg: 366.73 / Max: 366.881. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 20.10Ubuntu 21.043K6K9K12K15KSE +/- 151.11, N = 12SE +/- 145.91, N = 1512184.7812176.801. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 20.10Ubuntu 21.042K4K6K8K10KMin: 11000.57 / Avg: 12184.78 / Max: 13283.84Min: 11022.83 / Avg: 12176.8 / Max: 12925.511. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 20.10Ubuntu 21.0450K100K150K200K250KSE +/- 253.78, N = 3SE +/- 275.74, N = 3213970.43213870.871. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 20.10Ubuntu 21.0440K80K120K160K200KMin: 213462.98 / Avg: 213970.43 / Max: 214233.35Min: 213320.06 / Avg: 213870.87 / Max: 214169.831. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -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 3.11.4Test: WritesUbuntu 20.10Ubuntu 21.0420K40K60K80K100KSE +/- 1429.17, N = 3SE +/- 2263.61, N = 15104506106863
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesUbuntu 20.10Ubuntu 21.0420K40K60K80K100KMin: 101648 / Avg: 104506 / Max: 105973Min: 90540 / Avg: 106863.2 / Max: 119298

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 20.10Ubuntu 21.04714212835SE +/- 0.14, N = 3SE +/- 0.04, N = 329.5629.61
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.04714212835Min: 29.28 / Avg: 29.56 / Max: 29.76Min: 29.52 / Avg: 29.61 / Max: 29.66

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.041632486480SE +/- 0.03, N = 3SE +/- 0.03, N = 372.5372.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.041428425670Min: 72.5 / Avg: 72.53 / Max: 72.59Min: 72.22 / Avg: 72.28 / Max: 72.34

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.041122334455SE +/- 0.44, N = 3SE +/- 0.15, N = 346.9145.72
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.041020304050Min: 46.26 / Avg: 46.91 / Max: 47.75Min: 45.53 / Avg: 45.72 / Max: 46.02

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.41, N = 3SE +/- 0.26, N = 3109.65108.31
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.0420406080100Min: 109.03 / Avg: 109.65 / Max: 110.43Min: 107.89 / Avg: 108.31 / Max: 108.77

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.26, N = 3SE +/- 0.24, N = 389.2588.36
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 20.10Ubuntu 21.0420406080100Min: 88.78 / Avg: 89.25 / Max: 89.69Min: 87.89 / Avg: 88.36 / Max: 88.65

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.04100200300400500SE +/- 1.67, N = 3SE +/- 1.17, N = 33564791. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.0480160240320400Min: 352.5 / Avg: 355.83 / Max: 357.5Min: 477.5 / Avg: 478.67 / Max: 4811. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.04110220330440550SE +/- 4.21, N = 3SE +/- 6.29, N = 124355001. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.0490180270360450Min: 428 / Avg: 434.83 / Max: 442.5Min: 466 / Avg: 500.17 / Max: 5281. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.044080120160200SE +/- 1.04, N = 3SE +/- 1.20, N = 31611931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.044080120160200Min: 159 / Avg: 160.5 / Max: 162.5Min: 191 / Avg: 193.33 / Max: 1951. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 35.85, N = 3SE +/- 106.53, N = 3747082171. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.0414002800420056007000Min: 7416.5 / Avg: 7469.83 / Max: 7538Min: 8012.5 / Avg: 8216.67 / Max: 8371.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.0415003000450060007500SE +/- 158.31, N = 12SE +/- 204.88, N = 12567369671. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUUbuntu 20.10Ubuntu 21.0412002400360048006000Min: 5076.5 / Avg: 5672.58 / Max: 6762.5Min: 5569.5 / Avg: 6967.21 / Max: 75931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10Ubuntu 21.042004006008001000SE +/- 2.67, N = 3SE +/- 1.86, N = 3984995
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10Ubuntu 21.042004006008001000Min: 979 / Avg: 984.33 / Max: 987Min: 993 / Avg: 995.33 / Max: 999

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10Ubuntu 21.04150K300K450K600K750KSE +/- 4029.73, N = 3SE +/- 3328.66, N = 3717063715587
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10Ubuntu 21.04120K240K360K480K600KMin: 709061 / Avg: 717063 / Max: 721896Min: 709499 / Avg: 715586.67 / Max: 720964

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedUbuntu 20.10Ubuntu 21.0413002600390052006500SE +/- 43.45, N = 13SE +/- 53.61, N = 34516.96148.41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedUbuntu 20.10Ubuntu 21.0411002200330044005500Min: 4004.1 / Avg: 4516.88 / Max: 4594.5Min: 6062.3 / Avg: 6148.43 / Max: 6246.81. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 7.67, N = 5SE +/- 9.20, N = 22969.12985.61. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2943.8 / Avg: 2969.08 / Max: 2992.1Min: 2976.4 / Avg: 2985.6 / Max: 2994.81. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500SE +/- 42.14, N = 15SE +/- 24.65, N = 32004.32096.71. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedUbuntu 20.10Ubuntu 21.04400800120016002000Min: 1660.1 / Avg: 2004.26 / Max: 2187.6Min: 2071.8 / Avg: 2096.7 / Max: 21461. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedUbuntu 20.10Ubuntu 21.047001400210028003500SE +/- 6.44, N = 13SE +/- 2.77, N = 33022.13073.31. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2975.6 / Avg: 3022.07 / Max: 3061.4Min: 3069.5 / Avg: 3073.3 / Max: 3078.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.46, N = 3SE +/- 1.03, N = 1581.882.21. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedUbuntu 20.10Ubuntu 21.041632486480Min: 80.9 / Avg: 81.8 / Max: 82.4Min: 73 / Avg: 82.25 / Max: 89.81. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 9.81, N = 3SE +/- 3.01, N = 152607.22615.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2587.7 / Avg: 2607.17 / Max: 2619Min: 2579.5 / Avg: 2615.89 / Max: 2628.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0460120180240300SE +/- 8.38, N = 12SE +/- 1.99, N = 3265.2266.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0450100150200250Min: 235.5 / Avg: 265.18 / Max: 314Min: 263.5 / Avg: 266.9 / Max: 270.41. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0470140210280350SE +/- 1.00, N = 3SE +/- 3.33, N = 3297.4300.21. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.0450100150200250Min: 296.1 / Avg: 297.43 / Max: 299.4Min: 293.6 / Avg: 300.23 / Max: 304.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.047001400210028003500SE +/- 15.05, N = 3SE +/- 8.34, N = 33235.73283.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000Min: 3219 / Avg: 3235.67 / Max: 3265.7Min: 3267.9 / Avg: 3283.87 / Max: 32961. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.041020304050SE +/- 0.27, N = 3SE +/- 0.54, N = 1541.046.01. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedUbuntu 20.10Ubuntu 21.04918273645Min: 40.5 / Avg: 41.03 / Max: 41.3Min: 42.8 / Avg: 46 / Max: 48.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.046001200180024003000SE +/- 3.89, N = 3SE +/- 5.02, N = 152685.62708.51. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedUbuntu 20.10Ubuntu 21.045001000150020002500Min: 2678.5 / Avg: 2685.57 / Max: 2691.9Min: 2669.3 / Avg: 2708.54 / Max: 2727.21. (CC) gcc options: -O3 -pthread -lz -llzma

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 20.10Ubuntu 21.043691215SE +/- 0.014, N = 3SE +/- 0.058, N = 38.8519.0041. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 20.10Ubuntu 21.043691215Min: 8.82 / Avg: 8.85 / Max: 8.87Min: 8.9 / Avg: 9 / Max: 9.11. (CXX) g++ options: -O3 -pthread

srsRAN

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 21.04Test: OFDM_TestUbuntu 20.10Ubuntu 21.0430M60M90M120M150MSE +/- 305505.05, N = 3SE +/- 284800.12, N = 31213000001207666671. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 21.04Test: OFDM_TestUbuntu 20.10Ubuntu 21.0420M40M60M80M100MMin: 120900000 / Avg: 121300000 / Max: 121900000Min: 120200000 / Avg: 120766666.67 / Max: 1211000001. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.04Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.0450100150200250SE +/- 0.64, N = 3SE +/- 0.78, N = 3205.4206.81. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.04Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.044080120160200Min: 204.1 / Avg: 205.37 / Max: 206.2Min: 205.2 / Avg: 206.77 / Max: 207.61. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.04Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.0420406080100SE +/- 0.23, N = 3SE +/- 0.78, N = 385.385.11. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.04Test: PHY_DL_TestUbuntu 20.10Ubuntu 21.041632486480Min: 84.9 / Avg: 85.3 / Max: 85.7Min: 83.8 / Avg: 85.07 / Max: 86.51. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Decompression SpeedUbuntu 20.107001400210028003500SE +/- 31.17, N = 123131.91. (CC) gcc options: -O3 -pthread -lz -llzma

204 Results Shown

BlogBench:
  Read
  Write
WireGuard + Linux Networking Stack Stress Test
High Performance Conjugate Gradient
NAS Parallel Benchmarks:
  EP.C
  EP.D
  LU.C
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
NAMD
Nebular Empirical Analysis Tool
toyBrot Fractal Generator:
  TBB
  OpenMP
  C++ Tasks
  C++ Threads
Timed MrBayes Analysis
NWChem
Xcompact3d Incompact3d:
  X3D-benchmarking input.i3d
  input.i3d 193 Cells Per Direction
OpenFOAM:
  Motorbike 30M
  Motorbike 60M
RELION
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
libgav1:
  Chimera 1080p
  Summer Nature 4K
  Summer Nature 1080p
Chia Blockchain VDF:
  Square Plain C++
  Square Assembly Optimized
Java Gradle Build
DaCapo Benchmark:
  H2
  Jython
  Tradebeans
Zstd Compression:
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
srsLTE:
  OFDM_Test
  PHY_DL_Test
  PHY_DL_Test
John The Ripper:
  Blowfish
  MD5
Node.js Express HTTP Load Test
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
  NASA Streamlines - SciVis
  XFrog Forest - Path Tracer
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
  Magnetic Reconnection - Path Tracer
AOM AV1:
  Speed 6 Realtime - Bosphorus 4K
  Speed 6 Two-Pass - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer ISPC - Asian Dragon
Kvazaar:
  Bosphorus 4K - Medium
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Ultra Fast
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
SVT-HEVC:
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
x265:
  Bosphorus 4K
  Bosphorus 1080p
Intel Open Image Denoise
OpenVKL:
  vklBenchmark
  vklBenchmarkVdbVolume
  vklBenchmarkStructuredVolume
  vklBenchmarkUnstructuredVolume
Coremark
Stockfish
asmFish
Swet
PJSIP:
  INVITE
  OPTIONS, Stateful
  OPTIONS, Stateless
libavif avifenc:
  6
  10
  6, Lossless
  10, Lossless
Timed Apache Compilation
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed MPlayer Compilation
Timed Node.js Compilation
Timed PHP Compilation
Build2
POV-Ray
Tungsten Renderer:
  Hair
  Water Caustic
  Non-Exponential
  Volumetric Caustic
YafaRay
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
Numpy Benchmark
Timed Eigen Compilation
Timed Erlang/OTP Compilation
Timed Wasmer Compilation
Helsing
Aircrack-ng
Cpuminer-Opt:
  Magi
  x25x
  Deepcoin
  Ringcoin
  Blake-2 S
  Garlicoin
  Skeincoin
  Myriad-Groestl
  LBC, LBRY Credits
  Quad SHA-256, Pyrite
  Triple SHA-256, Onecoin
SecureMark
Node.js V8 Web Tooling Benchmark
Liquid-DSP:
  16 - 256 - 57
  32 - 256 - 57
  64 - 256 - 57
  128 - 256 - 57
  160 - 256 - 57
KeyDB
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
PostgreSQL pgbench:
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Write
  100 - 250 - Read Write - Average Latency
WRF
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
Sysbench:
  RAM / Memory
  CPU
Apache Cassandra
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
ONNX Runtime:
  yolov4 - OpenMP CPU
  bertsquad-10 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
  super-resolution-10 - OpenMP CPU
PyBench
PHPBench
Zstd Compression:
  3 - Compression Speed
  3 - Decompression Speed
  8 - Compression Speed
  8 - Decompression Speed
  19 - Compression Speed
  19 - Decompression Speed
  3, Long Mode - Compression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
GROMACS
srsRAN:
  OFDM_Test
  PHY_DL_Test
  PHY_DL_Test
Zstd Compression