AMD Ryzen 9 5950X Linux 5.11

Benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101242-HA-RYZEN959530
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Linux 5.10.9
January 23 2021
  14 Hours, 52 Minutes
Linux 5.11
January 22 2021
  16 Hours, 14 Minutes
Linux 5.11 Patched
January 21 2021
  16 Hours, 14 Minutes
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  15 Hours, 47 Minutes

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AMD Ryzen 9 5950X Linux 5.11OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS)AMD Starship/Matisse32GB2000GB Corsair Force MP600 + 2000GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.10.9-051009-generic (x86_64)5.11.0-051100rc4daily20210121-generic (x86_64) 202101205.11.0-rc4-max-boost-inv-patch (x86_64) 20210121GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 21.0.0-devel (git-f01bca8 2021-01-08 groovy-oibaf-ppa) (LLVM 11.0.1)1.2.164GCC 10.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionAMD Ryzen 9 5950X Linux 5.11 BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201009- Linux 5.10.9, Linux 5.11: GLAMOR- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)- Python 3.8.6- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.10.9Linux 5.11Linux 5.11 PatchedResult OverviewPhoronix Test Suite100%116%133%149%GLmark2Tesseractdav1dXonoticAOM AV1Timed GDB GNU Debugger CompilationDDraceNetworkC-Bloscx264GIMPTimed MAFFT Alignmentx265DeepSpeechrav1eSeleniumCP2K Molecular DynamicsCpuminer-OptNeatBenchKvazaarRenaissanceParaViewFFmpegKripkeUnigine SuperpositionCLOMPLeelaChessZeroAI Benchmark AlphaoneDNNVKMarkGEGLRust MandelbrotDaCapo BenchmarkRadiance BenchmarkBLAKE2Hugin

AMD Ryzen 9 5950X Linux 5.11selenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: ARES-6 - Google Chromeselenium: Kraken - Google Chromeselenium: PSPDFKit WASM - Firefoxselenium: StyleBench - Google Chromeselenium: Jetstream 2 - Google Chromeselenium: Speedometer - Google Chromeselenium: PSPDFKit WASM - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromecompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedcrafty: Elapsed Timeclomp: Static OMP Speedupcompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9stress-ng: Cryptostress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Vector Mathdacapobench: Jythondacapobench: Tradebeansrenaissance: Apache Spark ALSrenaissance: Twitter HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treeblake2: encode-flac: WAV To FLACtesseract-ocr: Time To OCR 7 Imagesastcenc: Exhaustivehugin: Panorama Photo Assistant + Stitching Timelibraw: Post-Processing Benchmarkwebp: Quality 100, Losslesswebp: Quality 100, Lossless, Highest Compressiongegl: Scalegegl: Color Enhancegegl: Rotate 90 Degreesocrmypdf: Processing 60 Page PDF Documentgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskglmark2: 3840 x 2160tesseract: 1920 x 1080tesseract: 3840 x 2160xonotic: 3840 x 2160 - Lowxonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Ultraxonotic: 3840 x 2160 - Ultimatemafft: Multiple Sequence Alignment - LSU RNAmrbayes: Primate Phylogeny Analysishimeno: Poisson Pressure Solverplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUlczero: BLASlczero: Eigencloverleaf: Lagrangian-Eulerian Hydrodynamicsdolfyn: Computational Fluid Dynamicsdeepspeech: CPUrnnoise: ai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scoremnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: inception-v3tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mgromacs: Water Benchmarkhpcg: npb: BT.Cnpb: CG.Cnpb: EP.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnamd: ATPase Simulation - 327,506 Atomsyquake2: OpenGL 3.x - 3840 x 2160onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUaskap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingmt-dgemm: Sustained Floating-Point Rateamg: ffte: N=256, 3D Complex FFT Routinekripke: incompact3d: Cylindergpaw: Carbon Nanotubecp2k: Fayalite-FIST Datacoremark: CoreMark Size 666 - Iterations Per Secondaircrack-ng: build-gdb: Time To Compileprimesieve: 1e12 Prime Number Generationrust-prime: Prime Number Test To 200,000,000xsbench: stockfish: Total Timecompress-7zip: Compress Speed Testjohn-the-ripper: Blowfishjohn-the-ripper: MD5compress-zstd: 3compress-zstd: 19rust-mandel: Time To Complete Serial/Parallel Mandelbrotasmfish: 1024 Hash Memory, 26 Depthcpuminer-opt: Magicpuminer-opt: x25xcpuminer-opt: Deepcoincpuminer-opt: Garlicoinbuild-linux-kernel: Time To Compilesysbench: Memorysysbench: CPUswet: Averagekvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastaom-av1: Speed 6 Realtimeaom-av1: Speed 8 Realtimeaobench: 2048 x 2048 - Total Timetachyon: Total Timesvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080px264: H.264 Video Encodingwarsow: 3840 x 2160dav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080px265: Bosphorus 4Kc-ray: Total Time - 4K, 16 Rays Per Pixelttsiod-renderer: Phong Rendering With Soft-Shadow Mappingv-ray: CPUradiance: SMP Parallelffmpeg: H.264 HD To NTSC DVgputest: Plot3D - 3840 x 2160 - Fullscreengputest: Furmark - 3840 x 2160 - Fullscreenrav1e: 5warsow: 1920 x 1080rav1e: 1rav1e: 6rav1e: 10avifenc: 8avifenc: 10build-godot: Time To Compileneatbench: CPUembree: Pathtracer - Crowngputest: GiMark - 3840 x 2160 - Fullscreenembree: Pathtracer ISPC - Crowngputest: Triangle - 3840 x 2160 - Fullscreenembree: Pathtracer - Asian Dragonvkmark: 3840 x 2160gputest: Pixmark Volplosion - 3840 x 2160 - Fullscreenembree: Pathtracer ISPC - Asian Dragonsmallpt: Global Illumination Renderer; 128 Samplesindigobench: CPU - Bedroomindigobench: CPU - Supercargputest: Pixmark Piano - 3840 x 2160 - Fullscreenospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisgputest: TessMark - 3840 x 2160 - Fullscreenospray: San Miguel - SciVisospray: NASA Streamlines - Path Traceryafaray: Total Time For Sample Sceneddnet: 3840 x 2160 - Fullscreen - OpenGL 3.3 - Default - Multeasymapappleseed: Emilyddnet: 3840 x 2160 - Fullscreen - OpenGL 2.0 - Default - Multeasymapappleseed: Material Testerbuild2: Time To Compilefinancebench: Repo OpenMPfinancebench: Bonds OpenMPunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLunigine-super: 3840 x 2160 - Fullscreen - Low - OpenGLnode-web-tooling: git: Time To Complete Common Git Commandsparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160yquake2: Software CPU - 3840 x 2160blosc: blosclzLinux 5.10.9Linux 5.11Linux 5.11 Patched50.04909.388.384.98012217.19616.8317154.9172.135174306024.4302.124.5742252.807774.1713226.370.7613241.81167542420.323.1694837.8736.4312300.08172973.69301236861460.0941942.9043668.7339311.9054.356.37418.691100.5035.08953.9613.01027.1624.82941.63129.99312.6296.5109.45910.54113.1094631516.8878345.9139667.3234012536.4375687468.1189340371.71350447.88862.9595343.03121920.9617.2111.52406407133.7113.38166.6626615.3801514117626905.18624.15631.42695107.3135144310416662743.968039.51216837217.271209.08712.224.494.174.464.015.431.8413.1759.3414.6711.3725.1921.6214.6817.971.2554.2541824091.147110.091900.0912074.88649.9928133.429937.197895.421.07576989.53.835708.1384217.25982.418863.548302533.501652.830.924960917.5981890.363301.494226.299.46416320975150034956.79680259370949383183.715825324.634793.202820504.39807074814.88075.91011.1635.191314678244197865953793840622213334807.743.332.46760742608885.48625.43121273948.7346.31015246091.492090775.5363111047019429.1153.1622.3456.8827.68244.4286232.62223.02196.51422.2652.90236.83576.69102.036.04950.46427.0430.9121039.5532427138.056.9686905146171.553954.60.5442.0834.3974.3174.19479.73629.624.21281091223.827642538124.9964662209025.58154.9254.1308.6938455.502.48402.9522.061960429.718.2666.648388.77191.138557252.30111.79175582.43027388.82682340035.641927238.796.514.8838.222221.123537.891192.772008.87349.012484.459.48896.989.280.48311118.58789.5332552.3161.812159311023.9298.724.4030254.481570.5513155.269.1413175.31158867220.623.1484846.0636.7612301.29173053.48303037861495.8241914.0093706.2939183.9094.286.34118.643100.6434.95053.9113.02627.2844.72741.33030.01012.7816.7389.29411.23314.6152802400.6544363.7753667.8954646385.3378538299.3136323260.88481938.59263.1785226.67249121.2117.3811.60415400135.1513.39070.5320315.2761481115626375.17423.96931.13895244.3135273310435162776.168059.11216700218.723208.56812.214.484.184.453.985.391.8313.1260.1314.6911.1325.1121.4814.7717.941.2594.2555924137.947010.051894.9412148.02649.0128232.359921.087888.311.08231988.53.927648.3503716.94472.427913.537792573.531703.540.640735919.7101895.343378.154275.629.44149421044876734811.62788212874758563182.655787326.421794.73812888.12632974943.74065.45411.1525.175307133143240425939313835122120004834.343.432.67860022898901.00626.31121703388.4245.55615268295.809990626.5460109752639126.5749.1522.1452.9927.15244.5379233.27224.74176.93431.9597.38232.45538.3996.486.13448.75724.4230.8911056.0432442136.7476.9086898746171.508957.00.5492.0043.5754.2994.15080.02632.124.08591088423.631942444624.8480639209425.32284.9364.1148.6628475.492.47402.9521.901962530.018.2666.562415.31194.362976243.23113.43157681.33827284.04817740214.871931218.696.514.9038.056253.674058.680197.172054.74450.512134.144.80903.211591.87312514.47555.2282655.2196.476179306124.2302.924.6737253.018070.1313130.568.3913094.61135673821.322.9914838.1838.1212206.42172877.32294834601395.6451890.0312850.3979117.3594.416.33218.824100.6234.07654.1112.95727.1734.52040.86229.50912.4735.4348.4549.54212.1222873691.1239426.4120675.2723592540.7442902472.0354187376.94484317.41362.9915309.46421220.9217.3811.46390392136.2413.05161.7693715.3381544119927435.28524.02031.55895054.4135283310399662792.568077.21217200214.925209.48712.204.464.164.444.005.401.8313.2460.1414.7611.3725.4521.7214.7017.741.2604.2482423612.836901.241902.4712056.39650.1427470.509812.737646.911.08745987.03.892278.4082916.98792.430833.540692657.201686.630.645934915.0391884.493430.624204.559.41530420923753334673.87782510773934070182.896179326.376888.218813873.27754374981.01862.61911.1495.182314166643755897956403825622170004798.343.431.60959991962867.39623.19122235232.8545.90215419966.364590585.2244111358947329.3553.4030.5957.5227.36544.4373228.67222.17208.87432.7900.42238.79924.64135.626.09451.96628.0730.8651037.5132508141.3016.4536892346201.631957.90.5552.1915.0604.2774.09479.56632.624.28681087023.847642455224.8096640209125.65824.9244.1428.6748465.492.47402.9421.741959730.018.2666.579463.17190.538231305.92112.25249981.57127738.28645839803.782552241.496.415.2338.028246.303940.779197.322056.32248.914457.3OpenBenchmarking.org

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.111326395265SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 344.8050.0459.481. firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.111224364860Min: 44.31 / Avg: 44.8 / Max: 45.52Min: 49.79 / Avg: 50.04 / Max: 50.45Min: 58.99 / Avg: 59.48 / Max: 59.81. firefox 84.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.11Linux 5.11 PatchedLinux 5.10.92004006008001000SE +/- 6.97, N = 3SE +/- 3.43, N = 3SE +/- 10.86, N = 3896.9903.2909.31. firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.11Linux 5.11 PatchedLinux 5.10.9160320480640800Min: 883.1 / Avg: 896.9 / Max: 905.5Min: 896.3 / Avg: 903.17 / Max: 906.7Min: 890 / Avg: 909.27 / Max: 927.61. firefox 84.0.2

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.11 PatchedLinux 5.11Linux 5.10.9306090120150SE +/- 1.13, N = 15SE +/- 0.81, N = 3115.089.288.31. firefox 84.0.2
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.11 PatchedLinux 5.11Linux 5.10.920406080100Min: 82.8 / Avg: 89.25 / Max: 97.6Min: 87.3 / Avg: 88.3 / Max: 89.91. firefox 84.0.2

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.1120406080100SE +/- 0.99, N = 3SE +/- 0.99, N = 4SE +/- 0.26, N = 391.8784.9880.481. firefox 84.0.2
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.1120406080100Min: 90.33 / Avg: 91.87 / Max: 93.72Min: 83.14 / Avg: 84.98 / Max: 87.52Min: 80.16 / Avg: 80.48 / Max: 811. firefox 84.0.2

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.11306090120150SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 1.17, N = 151251221111. firefox 84.0.2
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.1120406080100Min: 124 / Avg: 125.33 / Max: 127Min: 120 / Avg: 122 / Max: 123Min: 101 / Avg: 110.6 / Max: 1151. firefox 84.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.11510152025SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 314.4717.1918.581. chrome 88.0.4324.96
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.11510152025Min: 14.36 / Avg: 14.47 / Max: 14.64Min: 16.91 / Avg: 17.19 / Max: 17.51Min: 18.48 / Avg: 18.58 / Max: 18.651. chrome 88.0.4324.96

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.112004006008001000SE +/- 3.55, N = 3SE +/- 5.15, N = 3SE +/- 9.96, N = 15555.2616.8789.51. chrome 88.0.4324.96
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.11140280420560700Min: 548.2 / Avg: 555.2 / Max: 559.7Min: 610.9 / Avg: 616.83 / Max: 627.1Min: 722.6 / Avg: 789.51 / Max: 872.31. chrome 88.0.4324.96

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.117001400210028003500SE +/- 23.10, N = 3SE +/- 10.40, N = 3SE +/- 37.22, N = 32826317133251. firefox 84.0.2
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxLinux 5.11 PatchedLinux 5.10.9Linux 5.116001200180024003000Min: 2786 / Avg: 2826.33 / Max: 2866Min: 3153 / Avg: 3171.33 / Max: 3189Min: 3281 / Avg: 3325 / Max: 33991. firefox 84.0.2

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.111224364860SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.38, N = 355.254.952.31. chrome 88.0.4324.96
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.111122334455Min: 55.1 / Avg: 55.23 / Max: 55.4Min: 54.5 / Avg: 54.9 / Max: 55.2Min: 51.6 / Avg: 52.3 / Max: 52.91. chrome 88.0.4324.96

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.114080120160200SE +/- 0.82, N = 3SE +/- 2.07, N = 3SE +/- 1.64, N = 5196.48172.14161.811. chrome 88.0.4324.96
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.114080120160200Min: 195.37 / Avg: 196.48 / Max: 198.09Min: 169.19 / Avg: 172.14 / Max: 176.13Min: 158.75 / Avg: 161.81 / Max: 167.591. chrome 88.0.4324.96

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.114080120160200SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 81791741591. chrome 88.0.4324.96
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 5.11 PatchedLinux 5.10.9Linux 5.11306090120150Min: 178 / Avg: 179.33 / Max: 180Min: 173 / Avg: 173.67 / Max: 174Min: 155 / Avg: 159.13 / Max: 1671. chrome 88.0.4324.96

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeLinux 5.10.9Linux 5.11 PatchedLinux 5.117001400210028003500SE +/- 16.62, N = 3SE +/- 6.69, N = 3SE +/- 15.33, N = 33060306131101. chrome 88.0.4324.96
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeLinux 5.10.9Linux 5.11 PatchedLinux 5.115001000150020002500Min: 3027 / Avg: 3060 / Max: 3080Min: 3049 / Avg: 3061.33 / Max: 3072Min: 3095 / Avg: 3110.33 / Max: 31411. chrome 88.0.4324.96

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.11Linux 5.11 PatchedLinux 5.10.9612182430SE +/- 0.29, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 323.924.224.41. firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.11Linux 5.11 PatchedLinux 5.10.9612182430Min: 23.4 / Avg: 23.87 / Max: 24.4Min: 24.1 / Avg: 24.2 / Max: 24.3Min: 24.3 / Avg: 24.4 / Max: 24.51. firefox 84.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.11Linux 5.10.9Linux 5.11 Patched70140210280350SE +/- 2.35, N = 3SE +/- 0.95, N = 3SE +/- 1.12, N = 3298.7302.1302.91. firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.11Linux 5.10.9Linux 5.11 Patched50100150200250Min: 294 / Avg: 298.7 / Max: 301.2Min: 300.4 / Avg: 302.07 / Max: 303.7Min: 300.7 / Avg: 302.93 / Max: 304.11. firefox 84.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 5.11Linux 5.10.9Linux 5.11 Patched612182430SE +/- 0.19, N = 10SE +/- 0.12, N = 3SE +/- 0.17, N = 1524.4024.5724.671. chrome 88.0.4324.96
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 5.11Linux 5.10.9Linux 5.11 Patched612182430Min: 23.33 / Avg: 24.4 / Max: 25.31Min: 24.44 / Avg: 24.57 / Max: 24.82Min: 23.55 / Avg: 24.67 / Max: 26.051. chrome 88.0.4324.96

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 5.10.9Linux 5.11 PatchedLinux 5.1160120180240300SE +/- 2.40, N = 3SE +/- 3.20, N = 3SE +/- 2.81, N = 4252.81253.02254.481. chrome 88.0.4324.96
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 5.10.9Linux 5.11 PatchedLinux 5.1150100150200250Min: 250.25 / Avg: 252.81 / Max: 257.61Min: 246.98 / Avg: 253.02 / Max: 257.87Min: 246.08 / Avg: 254.48 / Max: 257.641. chrome 88.0.4324.96

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched1632486480SE +/- 0.91, N = 4SE +/- 0.48, N = 15SE +/- 0.78, N = 574.1770.5570.131. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched1428425670Min: 71.72 / Avg: 74.17 / Max: 76.08Min: 68.65 / Avg: 70.55 / Max: 73.3Min: 69.04 / Avg: 70.13 / Max: 73.231. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched3K6K9K12K15KSE +/- 57.02, N = 4SE +/- 11.38, N = 15SE +/- 44.20, N = 513226.313155.213130.51. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched2K4K6K8K10KMin: 13057.3 / Avg: 13226.33 / Max: 13307.1Min: 13089.1 / Avg: 13155.2 / Max: 13240.4Min: 13048.6 / Avg: 13130.52 / Max: 13282.71. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched1632486480SE +/- 0.53, N = 15SE +/- 0.59, N = 8SE +/- 0.60, N = 370.7669.1468.391. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched1428425670Min: 68.58 / Avg: 70.76 / Max: 74.07Min: 67.47 / Avg: 69.14 / Max: 71.95Min: 67.44 / Avg: 68.39 / Max: 69.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched3K6K9K12K15KSE +/- 19.07, N = 15SE +/- 33.69, N = 8SE +/- 59.42, N = 313241.813175.313094.61. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.10.9Linux 5.11Linux 5.11 Patched2K4K6K8K10KMin: 13078.9 / Avg: 13241.79 / Max: 13325.4Min: 13030.2 / Avg: 13175.25 / Max: 13296.1Min: 13016.3 / Avg: 13094.63 / Max: 13211.21. (CC) gcc options: -O3

Crafty

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.10.9Linux 5.11Linux 5.11 Patched3M6M9M12M15MSE +/- 45712.92, N = 3SE +/- 33757.27, N = 3SE +/- 63865.50, N = 31167542411588672113567381. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.10.9Linux 5.11Linux 5.11 Patched2M4M6M8M10MMin: 11609014 / Avg: 11675424.33 / Max: 11763047Min: 11522022 / Avg: 11588672 / Max: 11631324Min: 11232684 / Avg: 11356738.33 / Max: 114451151. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.11 PatchedLinux 5.11Linux 5.10.9510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 321.320.620.31. (CC) gcc options: -fopenmp -O3 -lm
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.11 PatchedLinux 5.11Linux 5.10.9510152025Min: 21.2 / Avg: 21.3 / Max: 21.4Min: 20.3 / Avg: 20.6 / Max: 20.8Min: 20 / Avg: 20.27 / Max: 20.51. (CC) gcc options: -fopenmp -O3 -lm

XZ Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.11 PatchedLinux 5.11Linux 5.10.9612182430SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 322.9923.1523.171. (CC) gcc options: -pthread -fvisibility=hidden -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.11 PatchedLinux 5.11Linux 5.10.9510152025Min: 22.86 / Avg: 22.99 / Max: 23.25Min: 23.08 / Avg: 23.15 / Max: 23.25Min: 23.06 / Avg: 23.17 / Max: 23.241. (CC) gcc options: -pthread -fvisibility=hidden -O2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoLinux 5.11Linux 5.11 PatchedLinux 5.10.910002000300040005000SE +/- 12.08, N = 3SE +/- 11.74, N = 3SE +/- 8.60, N = 34846.064838.184837.871. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoLinux 5.11Linux 5.11 PatchedLinux 5.10.98001600240032004000Min: 4829.15 / Avg: 4846.06 / Max: 4869.45Min: 4823.82 / Avg: 4838.18 / Max: 4861.45Min: 4828.43 / Avg: 4837.87 / Max: 4855.051. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheLinux 5.11 PatchedLinux 5.11Linux 5.10.9918273645SE +/- 0.35, N = 15SE +/- 0.34, N = 3SE +/- 0.36, N = 1538.1236.7636.431. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheLinux 5.11 PatchedLinux 5.11Linux 5.10.9816243240Min: 35.23 / Avg: 38.12 / Max: 40.96Min: 36.09 / Avg: 36.76 / Max: 37.16Min: 33.99 / Avg: 36.43 / Max: 38.561. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressLinux 5.11Linux 5.10.9Linux 5.11 Patched3K6K9K12K15KSE +/- 129.75, N = 4SE +/- 12.08, N = 3SE +/- 90.40, N = 312301.2912300.0812206.421. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressLinux 5.11Linux 5.10.9Linux 5.11 Patched2K4K6K8K10KMin: 12050.9 / Avg: 12301.29 / Max: 12665.13Min: 12287.53 / Avg: 12300.08 / Max: 12324.24Min: 12054.19 / Avg: 12206.42 / Max: 12367.011. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathLinux 5.11Linux 5.10.9Linux 5.11 Patched40K80K120K160K200KSE +/- 165.85, N = 3SE +/- 186.83, N = 3SE +/- 139.54, N = 3173053.48172973.69172877.321. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathLinux 5.11Linux 5.10.9Linux 5.11 Patched30K60K90K120K150KMin: 172821.59 / Avg: 173053.48 / Max: 173374.83Min: 172687.09 / Avg: 172973.69 / Max: 173324.62Min: 172681.42 / Avg: 172877.32 / Max: 173147.41. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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: JythonLinux 5.11 PatchedLinux 5.10.9Linux 5.117001400210028003500SE +/- 11.29, N = 4SE +/- 15.83, N = 4SE +/- 16.08, N = 4294830123030
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonLinux 5.11 PatchedLinux 5.10.9Linux 5.115001000150020002500Min: 2925 / Avg: 2947.75 / Max: 2976Min: 2991 / Avg: 3012.25 / Max: 3058Min: 2993 / Avg: 3029.75 / Max: 3061

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansLinux 5.11 PatchedLinux 5.10.9Linux 5.118001600240032004000SE +/- 42.31, N = 4SE +/- 29.75, N = 4SE +/- 37.17, N = 4346036863786
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansLinux 5.11 PatchedLinux 5.10.9Linux 5.117001400210028003500Min: 3388 / Avg: 3460 / Max: 3582Min: 3611 / Avg: 3685.75 / Max: 3755Min: 3705 / Avg: 3785.75 / Max: 3858

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSLinux 5.11 PatchedLinux 5.10.9Linux 5.1130060090012001500SE +/- 12.63, N = 5SE +/- 8.69, N = 17SE +/- 11.81, N = 51395.651460.091495.82
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSLinux 5.11 PatchedLinux 5.10.9Linux 5.1130060090012001500Min: 1357.29 / Avg: 1395.64 / Max: 1434.32Min: 1416.23 / Avg: 1460.09 / Max: 1540.99Min: 1475.76 / Avg: 1495.82 / Max: 1540.29

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Twitter HTTP RequestsLinux 5.11 PatchedLinux 5.11Linux 5.10.9400800120016002000SE +/- 14.57, N = 5SE +/- 19.17, N = 5SE +/- 10.41, N = 51890.031914.011942.90
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Twitter HTTP RequestsLinux 5.11 PatchedLinux 5.11Linux 5.10.930060090012001500Min: 1855.14 / Avg: 1890.03 / Max: 1924.55Min: 1875.75 / Avg: 1914.01 / Max: 1979.33Min: 1909.88 / Avg: 1942.9 / Max: 1971.76

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: In-Memory Database ShootoutLinux 5.11 PatchedLinux 5.10.9Linux 5.118001600240032004000SE +/- 49.45, N = 25SE +/- 47.45, N = 25SE +/- 41.49, N = 202850.403668.733706.29
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: In-Memory Database ShootoutLinux 5.11 PatchedLinux 5.10.9Linux 5.116001200180024003000Min: 2589.17 / Avg: 2850.4 / Max: 3410.37Min: 3287.16 / Avg: 3668.73 / Max: 4259.94Min: 3459.5 / Avg: 3706.29 / Max: 4152.36

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed TreeLinux 5.11 PatchedLinux 5.11Linux 5.10.92K4K6K8K10KSE +/- 67.30, N = 11SE +/- 56.14, N = 20SE +/- 56.03, N = 59117.369183.919311.91
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed TreeLinux 5.11 PatchedLinux 5.11Linux 5.10.916003200480064008000Min: 8566.07 / Avg: 9117.36 / Max: 9361.25Min: 8671.52 / Avg: 9183.91 / Max: 9629.82Min: 9133.97 / Avg: 9311.9 / Max: 9411.63

BLAKE2

This is a benchmark of BLAKE2 using the blake2s binary. BLAKE2 is a high-performance crypto alternative to MD5 and SHA-2/3. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307Linux 5.11Linux 5.10.9Linux 5.11 Patched0.99231.98462.97693.96924.9615SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 34.284.354.411. (CC) gcc options: -O3 -march=native -lcrypto -lz
OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307Linux 5.11Linux 5.10.9Linux 5.11 Patched246810Min: 4.18 / Avg: 4.28 / Max: 4.33Min: 4.32 / Avg: 4.35 / Max: 4.4Min: 4.38 / Avg: 4.41 / Max: 4.451. (CC) gcc options: -O3 -march=native -lcrypto -lz

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACLinux 5.11 PatchedLinux 5.11Linux 5.10.9246810SE +/- 0.020, N = 5SE +/- 0.035, N = 5SE +/- 0.061, N = 56.3326.3416.3741. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACLinux 5.11 PatchedLinux 5.11Linux 5.10.93691215Min: 6.29 / Avg: 6.33 / Max: 6.39Min: 6.23 / Avg: 6.34 / Max: 6.41Min: 6.14 / Avg: 6.37 / Max: 6.491. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Tesseract OCR

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesLinux 5.11Linux 5.10.9Linux 5.11 Patched510152025SE +/- 0.11, N = 3SE +/- 0.14, N = 12SE +/- 0.18, N = 1518.6418.6918.82
OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesLinux 5.11Linux 5.10.9Linux 5.11 Patched510152025Min: 18.51 / Avg: 18.64 / Max: 18.86Min: 18.28 / Avg: 18.69 / Max: 20.12Min: 18.27 / Avg: 18.82 / Max: 20.93

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10.9Linux 5.11 PatchedLinux 5.1120406080100SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3100.50100.62100.641. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10.9Linux 5.11 PatchedLinux 5.1120406080100Min: 100.45 / Avg: 100.5 / Max: 100.55Min: 100.4 / Avg: 100.62 / Max: 100.77Min: 100.54 / Avg: 100.64 / Max: 100.81. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Hugin

Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.11 PatchedLinux 5.11Linux 5.10.9816243240SE +/- 0.34, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 334.0834.9535.09
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.11 PatchedLinux 5.11Linux 5.10.9714212835Min: 33.44 / Avg: 34.08 / Max: 34.61Min: 34.54 / Avg: 34.95 / Max: 35.36Min: 34.72 / Avg: 35.09 / Max: 35.69

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.11 PatchedLinux 5.10.9Linux 5.111224364860SE +/- 0.08, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 354.1153.9653.911. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.11 PatchedLinux 5.10.9Linux 5.111122334455Min: 53.96 / Avg: 54.11 / Max: 54.23Min: 53.61 / Avg: 53.96 / Max: 54.48Min: 53.69 / Avg: 53.91 / Max: 54.21. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 312.9613.0113.031. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.11 PatchedLinux 5.10.9Linux 5.1148121620Min: 12.79 / Avg: 12.96 / Max: 13.09Min: 12.93 / Avg: 13.01 / Max: 13.05Min: 12.95 / Avg: 13.03 / Max: 13.171. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionLinux 5.10.9Linux 5.11 PatchedLinux 5.11612182430SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 327.1627.1727.281. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionLinux 5.10.9Linux 5.11 PatchedLinux 5.11612182430Min: 27.1 / Avg: 27.16 / Max: 27.23Min: 27.13 / Avg: 27.17 / Max: 27.24Min: 27.13 / Avg: 27.28 / Max: 27.371. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleLinux 5.11 PatchedLinux 5.11Linux 5.10.91.08652.1733.25954.3465.4325SE +/- 0.030, N = 13SE +/- 0.041, N = 14SE +/- 0.050, N = 34.5204.7274.829
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleLinux 5.11 PatchedLinux 5.11Linux 5.10.9246810Min: 4.41 / Avg: 4.52 / Max: 4.86Min: 4.56 / Avg: 4.73 / Max: 5.19Min: 4.73 / Avg: 4.83 / Max: 4.89

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceLinux 5.11 PatchedLinux 5.11Linux 5.10.9918273645SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 340.8641.3341.63
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceLinux 5.11 PatchedLinux 5.11Linux 5.10.9918273645Min: 40.49 / Avg: 40.86 / Max: 41.06Min: 41.21 / Avg: 41.33 / Max: 41.43Min: 41.58 / Avg: 41.63 / Max: 41.69

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesLinux 5.11 PatchedLinux 5.10.9Linux 5.11714212835SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 329.5129.9930.01
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesLinux 5.11 PatchedLinux 5.10.9Linux 5.11714212835Min: 29.45 / Avg: 29.51 / Max: 29.63Min: 29.88 / Avg: 29.99 / Max: 30.06Min: 29.88 / Avg: 30.01 / Max: 30.1

OCRMyPDF

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 312.4712.6312.78
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentLinux 5.11 PatchedLinux 5.10.9Linux 5.1148121620Min: 12.33 / Avg: 12.47 / Max: 12.59Min: 12.58 / Avg: 12.63 / Max: 12.66Min: 12.54 / Avg: 12.78 / Max: 13.12

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeLinux 5.11 PatchedLinux 5.10.9Linux 5.11246810SE +/- 0.060, N = 3SE +/- 0.067, N = 3SE +/- 0.084, N = 35.4346.5106.738
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215Min: 5.36 / Avg: 5.43 / Max: 5.55Min: 6.42 / Avg: 6.51 / Max: 6.64Min: 6.64 / Avg: 6.74 / Max: 6.91

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateLinux 5.11 PatchedLinux 5.11Linux 5.10.93691215SE +/- 0.012, N = 3SE +/- 0.054, N = 3SE +/- 0.062, N = 38.4549.2949.459
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateLinux 5.11 PatchedLinux 5.11Linux 5.10.93691215Min: 8.44 / Avg: 8.45 / Max: 8.48Min: 9.2 / Avg: 9.29 / Max: 9.39Min: 9.34 / Avg: 9.46 / Max: 9.53

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215SE +/- 0.049, N = 3SE +/- 0.046, N = 3SE +/- 0.087, N = 39.54210.54111.233
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215Min: 9.49 / Avg: 9.54 / Max: 9.64Min: 10.46 / Avg: 10.54 / Max: 10.61Min: 11.06 / Avg: 11.23 / Max: 11.32

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskLinux 5.11 PatchedLinux 5.10.9Linux 5.1148121620SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 312.1213.1114.62
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskLinux 5.11 PatchedLinux 5.10.9Linux 5.1148121620Min: 12.06 / Avg: 12.12 / Max: 12.2Min: 13.07 / Avg: 13.11 / Max: 13.15Min: 14.44 / Avg: 14.62 / Max: 14.77

GLmark2

This is a test of Linaro's glmark2 port, currently using the X11 OpenGL 2.0 target. GLmark2 is a basic OpenGL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160Linux 5.10.9Linux 5.11 PatchedLinux 5.1110002000300040005000463128732802

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Linux 5.11 PatchedLinux 5.10.9Linux 5.11150300450600750SE +/- 8.64, N = 3SE +/- 4.63, N = 15SE +/- 7.98, N = 12691.12516.89400.65
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Linux 5.11 PatchedLinux 5.10.9Linux 5.11120240360480600Min: 673.94 / Avg: 691.12 / Max: 701.34Min: 492.99 / Avg: 516.89 / Max: 550.79Min: 369.21 / Avg: 400.65 / Max: 459.74

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Linux 5.11 PatchedLinux 5.11Linux 5.10.990180270360450SE +/- 2.11, N = 3SE +/- 4.99, N = 15SE +/- 4.94, N = 3426.41363.78345.91
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Linux 5.11 PatchedLinux 5.11Linux 5.10.980160240320400Min: 422.58 / Avg: 426.41 / Max: 429.85Min: 337.57 / Avg: 363.78 / Max: 391.33Min: 339.38 / Avg: 345.91 / Max: 355.59

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowLinux 5.11 PatchedLinux 5.11Linux 5.10.9150300450600750SE +/- 8.74, N = 3SE +/- 1.10, N = 3SE +/- 1.55, N = 3675.27667.90667.32MIN: 432 / MAX: 1414MIN: 357 / MAX: 1381MIN: 412 / MAX: 1398
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowLinux 5.11 PatchedLinux 5.11Linux 5.10.9120240360480600Min: 661.52 / Avg: 675.27 / Max: 691.5Min: 666.3 / Avg: 667.9 / Max: 670Min: 665.62 / Avg: 667.32 / Max: 670.41

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighLinux 5.11 PatchedLinux 5.10.9Linux 5.11120240360480600SE +/- 0.86, N = 3SE +/- 1.27, N = 3SE +/- 21.79, N = 15540.74536.44385.34MIN: 350 / MAX: 871MIN: 259 / MAX: 848MIN: 179 / MAX: 871
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighLinux 5.11 PatchedLinux 5.10.9Linux 5.11100200300400500Min: 539.05 / Avg: 540.74 / Max: 541.84Min: 533.96 / Avg: 536.44 / Max: 538.16Min: 291.31 / Avg: 385.34 / Max: 533.63

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraLinux 5.11 PatchedLinux 5.10.9Linux 5.11100200300400500SE +/- 0.46, N = 3SE +/- 1.37, N = 3SE +/- 7.09, N = 15472.04468.12299.31MIN: 280 / MAX: 740MIN: 245 / MAX: 736MIN: 164 / MAX: 735
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraLinux 5.11 PatchedLinux 5.10.9Linux 5.1180160240320400Min: 471.21 / Avg: 472.04 / Max: 472.79Min: 465.4 / Avg: 468.12 / Max: 469.7Min: 261.13 / Avg: 299.31 / Max: 361.77

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateLinux 5.11 PatchedLinux 5.10.9Linux 5.1180160240320400SE +/- 1.38, N = 3SE +/- 1.07, N = 3SE +/- 5.71, N = 15376.94371.71260.88MIN: 63 / MAX: 622MIN: 53 / MAX: 642MIN: 57 / MAX: 658
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateLinux 5.11 PatchedLinux 5.10.9Linux 5.1170140210280350Min: 374.41 / Avg: 376.94 / Max: 379.16Min: 369.82 / Avg: 371.71 / Max: 373.52Min: 238.22 / Avg: 260.88 / Max: 296.69

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.11 PatchedLinux 5.10.9Linux 5.11246810SE +/- 0.030, N = 3SE +/- 0.006, N = 3SE +/- 0.033, N = 37.4137.8888.5921. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.11 PatchedLinux 5.10.9Linux 5.113691215Min: 7.36 / Avg: 7.41 / Max: 7.47Min: 7.88 / Avg: 7.89 / Max: 7.9Min: 8.54 / Avg: 8.59 / Max: 8.651. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 AnalysisLinux 5.10.9Linux 5.11 PatchedLinux 5.111428425670SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 362.9662.9963.181. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisLinux 5.10.9Linux 5.11 PatchedLinux 5.111224364860Min: 62.92 / Avg: 62.96 / Max: 63.01Min: 62.71 / Avg: 62.99 / Max: 63.14Min: 62.9 / Avg: 63.18 / Max: 63.341. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverLinux 5.10.9Linux 5.11 PatchedLinux 5.1111002200330044005500SE +/- 79.76, N = 15SE +/- 80.25, N = 15SE +/- 52.24, N = 155343.035309.465226.671. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverLinux 5.10.9Linux 5.11 PatchedLinux 5.119001800270036004500Min: 4979.42 / Avg: 5343.03 / Max: 5976.09Min: 4860.05 / Avg: 5309.46 / Max: 5883.06Min: 4903.99 / Avg: 5226.67 / Max: 5587.771. (CC) gcc options: -O3 -mavx2

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPULinux 5.11Linux 5.10.9Linux 5.11 Patched510152025SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 321.2120.9620.92
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPULinux 5.11Linux 5.10.9Linux 5.11 Patched510152025Min: 20.87 / Avg: 21.21 / Max: 21.76Min: 20.62 / Avg: 20.96 / Max: 21.23Min: 20.76 / Avg: 20.92 / Max: 21.16

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPULinux 5.11 PatchedLinux 5.11Linux 5.10.948121620SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.3817.3817.21
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPULinux 5.11 PatchedLinux 5.11Linux 5.10.948121620Min: 17.28 / Avg: 17.38 / Max: 17.55Min: 17.33 / Avg: 17.38 / Max: 17.42Min: 17.16 / Avg: 17.21 / Max: 17.26

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.11Linux 5.10.9Linux 5.11 Patched3691215SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 311.6011.5211.46
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.11Linux 5.10.9Linux 5.11 Patched3691215Min: 11.48 / Avg: 11.6 / Max: 11.69Min: 11.34 / Avg: 11.52 / Max: 11.72Min: 11.14 / Avg: 11.46 / Max: 11.66

LeelaChessZero

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

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.11Linux 5.10.9Linux 5.11 Patched90180270360450SE +/- 4.99, N = 4SE +/- 5.36, N = 3SE +/- 3.38, N = 34154063901. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.11Linux 5.10.9Linux 5.11 Patched70140210280350Min: 408 / Avg: 415.25 / Max: 430Min: 398 / Avg: 405.67 / Max: 416Min: 383 / Avg: 389.67 / Max: 3941. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.10.9Linux 5.11Linux 5.11 Patched90180270360450SE +/- 0.58, N = 3SE +/- 5.13, N = 3SE +/- 3.79, N = 34074003921. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.10.9Linux 5.11Linux 5.11 Patched70140210280350Min: 406 / Avg: 407 / Max: 408Min: 390 / Avg: 400 / Max: 407Min: 386 / Avg: 392 / Max: 3991. (CXX) g++ options: -flto -pthread

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm.in input file (Problem 5). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsLinux 5.10.9Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.71, N = 3SE +/- 0.06, N = 3SE +/- 0.43, N = 3133.71135.15136.241. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsLinux 5.10.9Linux 5.11Linux 5.11 Patched306090120150Min: 132.29 / Avg: 133.71 / Max: 134.51Min: 135.03 / Avg: 135.15 / Max: 135.22Min: 135.4 / Avg: 136.24 / Max: 136.861. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.11 PatchedLinux 5.10.9Linux 5.113691215SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 313.0513.3813.39
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.11 PatchedLinux 5.10.9Linux 5.1148121620Min: 13.02 / Avg: 13.05 / Max: 13.1Min: 13.33 / Avg: 13.38 / Max: 13.45Min: 13.25 / Avg: 13.39 / Max: 13.51

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.11 PatchedLinux 5.10.9Linux 5.111632486480SE +/- 0.46, N = 3SE +/- 0.04, N = 3SE +/- 0.26, N = 361.7766.6670.53
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.11 PatchedLinux 5.10.9Linux 5.111428425670Min: 61.3 / Avg: 61.77 / Max: 62.69Min: 66.6 / Avg: 66.66 / Max: 66.74Min: 70.24 / Avg: 70.53 / Max: 71.05

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.11Linux 5.11 PatchedLinux 5.10.948121620SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 315.2815.3415.381. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.11Linux 5.11 PatchedLinux 5.10.948121620Min: 15.22 / Avg: 15.28 / Max: 15.38Min: 15.31 / Avg: 15.34 / Max: 15.37Min: 15.32 / Avg: 15.38 / Max: 15.471. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.11 PatchedLinux 5.10.9Linux 5.1130060090012001500154415141481

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.11 PatchedLinux 5.10.9Linux 5.1130060090012001500119911761156

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreLinux 5.11 PatchedLinux 5.10.9Linux 5.116001200180024003000274326902637

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Linux 5.11Linux 5.10.9Linux 5.11 Patched1.18912.37823.56734.75645.9455SE +/- 0.049, N = 15SE +/- 0.069, N = 13SE +/- 0.072, N = 35.1745.1865.285MIN: 4.76 / MAX: 13.98MIN: 4.76 / MAX: 14.2MIN: 5.07 / MAX: 8.31. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Linux 5.11Linux 5.10.9Linux 5.11 Patched246810Min: 4.85 / Avg: 5.17 / Max: 5.54Min: 4.84 / Avg: 5.19 / Max: 5.73Min: 5.15 / Avg: 5.28 / Max: 5.381. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Linux 5.11Linux 5.11 PatchedLinux 5.10.9612182430SE +/- 0.06, N = 15SE +/- 0.02, N = 3SE +/- 0.10, N = 1323.9724.0224.16MIN: 22.59 / MAX: 34.14MIN: 23.18 / MAX: 31.74MIN: 22.55 / MAX: 76.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Linux 5.11Linux 5.11 PatchedLinux 5.10.9612182430Min: 23.18 / Avg: 23.97 / Max: 24.24Min: 24 / Avg: 24.02 / Max: 24.05Min: 23.61 / Avg: 24.16 / Max: 251. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Linux 5.11Linux 5.10.9Linux 5.11 Patched714212835SE +/- 0.15, N = 15SE +/- 0.22, N = 13SE +/- 0.31, N = 331.1431.4331.56MIN: 29.14 / MAX: 40.21MIN: 28.91 / MAX: 40.53MIN: 30.24 / MAX: 40.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Linux 5.11Linux 5.10.9Linux 5.11 Patched714212835Min: 29.89 / Avg: 31.14 / Max: 32.05Min: 29.66 / Avg: 31.43 / Max: 32.6Min: 30.98 / Avg: 31.56 / Max: 32.031. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

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: SqueezeNetLinux 5.11 PatchedLinux 5.10.9Linux 5.1120K40K60K80K100KSE +/- 109.89, N = 3SE +/- 74.55, N = 3SE +/- 85.28, N = 395054.495107.395244.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.11 PatchedLinux 5.10.9Linux 5.1117K34K51K68K85KMin: 94851.7 / Avg: 95054.43 / Max: 95229.3Min: 94965.6 / Avg: 95107.33 / Max: 95218.3Min: 95075 / Avg: 95244.3 / Max: 95346.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10.9Linux 5.11Linux 5.11 Patched300K600K900K1200K1500KSE +/- 1097.96, N = 3SE +/- 169.54, N = 3SE +/- 501.54, N = 3135144313527331352833
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10.9Linux 5.11Linux 5.11 Patched200K400K600K800K1000KMin: 1349590 / Avg: 1351443.33 / Max: 1353390Min: 1352470 / Avg: 1352733.33 / Max: 1353050Min: 1351860 / Avg: 1352833.33 / Max: 1353530

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.11 PatchedLinux 5.10.9Linux 5.1120K40K60K80K100KSE +/- 290.71, N = 3SE +/- 94.53, N = 3SE +/- 321.07, N = 3103996104166104351
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.11 PatchedLinux 5.10.9Linux 5.1120K40K60K80K100KMin: 103512 / Avg: 103996 / Max: 104517Min: 103983 / Avg: 104166.33 / Max: 104298Min: 103835 / Avg: 104351 / Max: 104940

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10.9Linux 5.11Linux 5.11 Patched13K26K39K52K65KSE +/- 70.59, N = 3SE +/- 36.63, N = 3SE +/- 36.69, N = 362743.962776.162792.5
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10.9Linux 5.11Linux 5.11 Patched11K22K33K44K55KMin: 62608.2 / Avg: 62743.9 / Max: 62845.5Min: 62703.3 / Avg: 62776.1 / Max: 62819.6Min: 62750.1 / Avg: 62792.53 / Max: 62865.6

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10.9Linux 5.11Linux 5.11 Patched15K30K45K60K75KSE +/- 22.34, N = 3SE +/- 75.46, N = 3SE +/- 67.19, N = 368039.568059.168077.2
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10.9Linux 5.11Linux 5.11 Patched12K24K36K48K60KMin: 67994.8 / Avg: 68039.47 / Max: 68062.8Min: 67918.2 / Avg: 68059.1 / Max: 68176.4Min: 67956.9 / Avg: 68077.2 / Max: 68189.2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.11Linux 5.10.9Linux 5.11 Patched300K600K900K1200K1500KSE +/- 660.78, N = 3SE +/- 512.20, N = 3SE +/- 786.91, N = 3121670012168371217200
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.11Linux 5.10.9Linux 5.11 Patched200K400K600K800K1000KMin: 1215480 / Avg: 1216700 / Max: 1217750Min: 1215840 / Avg: 1216836.67 / Max: 1217540Min: 1215760 / Avg: 1217200 / Max: 1218470

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 v2Linux 5.11 PatchedLinux 5.10.9Linux 5.1150100150200250SE +/- 1.57, N = 3SE +/- 1.41, N = 3SE +/- 1.85, N = 3214.93217.27218.72MIN: 209.92 / MAX: 253.5MIN: 210.43 / MAX: 261.68MIN: 208.42 / MAX: 254.241. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.11 PatchedLinux 5.10.9Linux 5.114080120160200Min: 212.07 / Avg: 214.92 / Max: 217.49Min: 214.45 / Avg: 217.27 / Max: 218.75Min: 215.1 / Avg: 218.72 / Max: 221.151. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.11Linux 5.10.9Linux 5.11 Patched50100150200250SE +/- 0.71, N = 3SE +/- 0.81, N = 3SE +/- 0.90, N = 3208.57209.09209.49MIN: 207.5 / MAX: 210.16MIN: 207.26 / MAX: 210.36MIN: 207.52 / MAX: 210.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.11Linux 5.10.9Linux 5.11 Patched4080120160200Min: 207.7 / Avg: 208.57 / Max: 209.97Min: 207.48 / Avg: 209.09 / Max: 210.07Min: 207.72 / Avg: 209.49 / Max: 210.651. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.11 PatchedLinux 5.11Linux 5.10.93691215SE +/- 0.13, N = 14SE +/- 0.14, N = 3SE +/- 0.09, N = 1012.2012.2112.22MIN: 11.86 / MAX: 24MIN: 11.92 / MAX: 12.61MIN: 11.9 / MAX: 13.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.11 PatchedLinux 5.11Linux 5.10.948121620Min: 12 / Avg: 12.2 / Max: 13.71Min: 12.05 / Avg: 12.21 / Max: 12.49Min: 12.05 / Avg: 12.22 / Max: 12.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.11 PatchedLinux 5.11Linux 5.10.91.01032.02063.03094.04125.0515SE +/- 0.00, N = 14SE +/- 0.01, N = 3SE +/- 0.00, N = 104.464.484.49MIN: 4.29 / MAX: 5.81MIN: 4.32 / MAX: 5.77MIN: 4.3 / MAX: 6.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.11 PatchedLinux 5.11Linux 5.10.9246810Min: 4.44 / Avg: 4.46 / Max: 4.48Min: 4.47 / Avg: 4.48 / Max: 4.49Min: 4.46 / Avg: 4.49 / Max: 4.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.11 PatchedLinux 5.10.9Linux 5.110.94051.8812.82153.7624.7025SE +/- 0.00, N = 14SE +/- 0.01, N = 10SE +/- 0.01, N = 34.164.174.18MIN: 4.1 / MAX: 5.46MIN: 4.05 / MAX: 5.45MIN: 4.11 / MAX: 5.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.11 PatchedLinux 5.10.9Linux 5.11246810Min: 4.14 / Avg: 4.16 / Max: 4.21Min: 4.1 / Avg: 4.17 / Max: 4.2Min: 4.15 / Avg: 4.18 / Max: 4.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.11 PatchedLinux 5.11Linux 5.10.91.00352.0073.01054.0145.0175SE +/- 0.01, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 94.444.454.46MIN: 4.35 / MAX: 7.79MIN: 4.39 / MAX: 5.41MIN: 4.37 / MAX: 11.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.11 PatchedLinux 5.11Linux 5.10.9246810Min: 4.4 / Avg: 4.44 / Max: 4.5Min: 4.43 / Avg: 4.45 / Max: 4.47Min: 4.42 / Avg: 4.46 / Max: 4.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.11Linux 5.11 PatchedLinux 5.10.90.90231.80462.70693.60924.5115SE +/- 0.01, N = 3SE +/- 0.03, N = 14SE +/- 0.03, N = 103.984.004.01MIN: 3.85 / MAX: 5.1MIN: 3.83 / MAX: 5.25MIN: 3.84 / MAX: 5.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.11Linux 5.11 PatchedLinux 5.10.9246810Min: 3.97 / Avg: 3.98 / Max: 3.99Min: 3.94 / Avg: 4 / Max: 4.4Min: 3.96 / Avg: 4.01 / Max: 4.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.11Linux 5.11 PatchedLinux 5.10.91.22182.44363.66544.88726.109SE +/- 0.00, N = 3SE +/- 0.03, N = 14SE +/- 0.03, N = 105.395.405.43MIN: 5.34 / MAX: 6.78MIN: 5.3 / MAX: 7.34MIN: 5.31 / MAX: 6.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.11Linux 5.11 PatchedLinux 5.10.9246810Min: 5.39 / Avg: 5.39 / Max: 5.4Min: 5.36 / Avg: 5.4 / Max: 5.77Min: 5.38 / Avg: 5.43 / Max: 5.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceLinux 5.11Linux 5.11 PatchedLinux 5.10.90.4140.8281.2421.6562.07SE +/- 0.00, N = 3SE +/- 0.01, N = 14SE +/- 0.01, N = 101.831.831.84MIN: 1.8 / MAX: 2.01MIN: 1.79 / MAX: 2.15MIN: 1.8 / MAX: 2.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceLinux 5.11Linux 5.11 PatchedLinux 5.10.9246810Min: 1.82 / Avg: 1.83 / Max: 1.83Min: 1.81 / Avg: 1.83 / Max: 2.01Min: 1.82 / Avg: 1.84 / Max: 1.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.11Linux 5.10.9Linux 5.11 Patched3691215SE +/- 0.01, N = 3SE +/- 0.06, N = 10SE +/- 0.15, N = 1413.1213.1713.24MIN: 12.69 / MAX: 13.88MIN: 12.7 / MAX: 21.33MIN: 12.64 / MAX: 22.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.11Linux 5.10.9Linux 5.11 Patched48121620Min: 13.1 / Avg: 13.12 / Max: 13.13Min: 13.02 / Avg: 13.17 / Max: 13.73Min: 12.97 / Avg: 13.24 / Max: 15.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10.9Linux 5.11Linux 5.11 Patched1326395265SE +/- 0.12, N = 10SE +/- 0.02, N = 3SE +/- 0.03, N = 1459.3460.1360.14MIN: 57.62 / MAX: 66.96MIN: 59.07 / MAX: 62.39MIN: 58.9 / MAX: 140.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10.9Linux 5.11Linux 5.11 Patched1224364860Min: 58.6 / Avg: 59.34 / Max: 59.76Min: 60.1 / Avg: 60.13 / Max: 60.16Min: 59.96 / Avg: 60.14 / Max: 60.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Linux 5.10.9Linux 5.11Linux 5.11 Patched48121620SE +/- 0.03, N = 10SE +/- 0.01, N = 3SE +/- 0.08, N = 1414.6714.6914.76MIN: 14.5 / MAX: 23.18MIN: 14.57 / MAX: 15.27MIN: 14.51 / MAX: 16.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Linux 5.10.9Linux 5.11Linux 5.11 Patched48121620Min: 14.59 / Avg: 14.67 / Max: 14.88Min: 14.67 / Avg: 14.69 / Max: 14.72Min: 14.64 / Avg: 14.76 / Max: 15.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.11Linux 5.10.9Linux 5.11 Patched3691215SE +/- 0.01, N = 3SE +/- 0.18, N = 10SE +/- 0.11, N = 1411.1311.3711.37MIN: 11 / MAX: 11.54MIN: 10.98 / MAX: 13.3MIN: 11.05 / MAX: 12.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.11Linux 5.10.9Linux 5.11 Patched3691215Min: 11.11 / Avg: 11.13 / Max: 11.15Min: 11.07 / Avg: 11.37 / Max: 12.81Min: 11.17 / Avg: 11.37 / Max: 12.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.11Linux 5.10.9Linux 5.11 Patched612182430SE +/- 0.04, N = 3SE +/- 0.12, N = 10SE +/- 0.21, N = 1425.1125.1925.45MIN: 24.83 / MAX: 33.79MIN: 24.48 / MAX: 29.61MIN: 24.75 / MAX: 36.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.11Linux 5.10.9Linux 5.11 Patched612182430Min: 25.05 / Avg: 25.11 / Max: 25.18Min: 24.78 / Avg: 25.19 / Max: 26.03Min: 25.01 / Avg: 25.45 / Max: 27.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.11Linux 5.10.9Linux 5.11 Patched510152025SE +/- 0.11, N = 3SE +/- 0.22, N = 10SE +/- 0.20, N = 1421.4821.6221.72MIN: 21.03 / MAX: 22.53MIN: 21.01 / MAX: 26.06MIN: 20.98 / MAX: 29.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.11Linux 5.10.9Linux 5.11 Patched510152025Min: 21.26 / Avg: 21.48 / Max: 21.65Min: 21.22 / Avg: 21.62 / Max: 23.59Min: 21.26 / Avg: 21.72 / Max: 23.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdLinux 5.10.9Linux 5.11 PatchedLinux 5.1148121620SE +/- 0.07, N = 10SE +/- 0.07, N = 13SE +/- 0.04, N = 314.6814.7014.77MIN: 14.02 / MAX: 15.52MIN: 14.02 / MAX: 23.03MIN: 14.42 / MAX: 23.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdLinux 5.10.9Linux 5.11 PatchedLinux 5.1148121620Min: 14.34 / Avg: 14.68 / Max: 15.14Min: 14.22 / Avg: 14.7 / Max: 15.31Min: 14.71 / Avg: 14.77 / Max: 14.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.11 PatchedLinux 5.11Linux 5.10.948121620SE +/- 0.02, N = 14SE +/- 0.03, N = 3SE +/- 0.03, N = 1017.7417.9417.97MIN: 17.48 / MAX: 21.04MIN: 17.65 / MAX: 19.09MIN: 17.63 / MAX: 25.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.11 PatchedLinux 5.11Linux 5.10.9510152025Min: 17.63 / Avg: 17.74 / Max: 17.98Min: 17.87 / Avg: 17.94 / Max: 17.97Min: 17.82 / Avg: 17.97 / Max: 18.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.11 PatchedLinux 5.11Linux 5.10.90.28350.5670.85051.1341.4175SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 31.2601.2591.2551. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.11 PatchedLinux 5.11Linux 5.10.9246810Min: 1.25 / Avg: 1.26 / Max: 1.27Min: 1.26 / Avg: 1.26 / Max: 1.26Min: 1.25 / Avg: 1.26 / Max: 1.261. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

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 3.1Linux 5.11Linux 5.10.9Linux 5.11 Patched0.95751.9152.87253.834.7875SE +/- 0.00081, N = 3SE +/- 0.00136, N = 3SE +/- 0.00430, N = 34.255594.254184.248241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Linux 5.11Linux 5.10.9Linux 5.11 Patched246810Min: 4.25 / Avg: 4.26 / Max: 4.26Min: 4.25 / Avg: 4.25 / Max: 4.26Min: 4.24 / Avg: 4.25 / Max: 4.251. (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: BT.CLinux 5.11Linux 5.10.9Linux 5.11 Patched5K10K15K20K25KSE +/- 22.59, N = 3SE +/- 12.04, N = 3SE +/- 15.09, N = 324137.9424091.1423612.831. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CLinux 5.11Linux 5.10.9Linux 5.11 Patched4K8K12K16K20KMin: 24093.31 / Avg: 24137.94 / Max: 24166.39Min: 24074.04 / Avg: 24091.14 / Max: 24114.38Min: 23586.23 / Avg: 23612.83 / Max: 23638.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CLinux 5.10.9Linux 5.11Linux 5.11 Patched15003000450060007500SE +/- 61.99, N = 3SE +/- 52.69, N = 3SE +/- 33.82, N = 37110.097010.056901.241. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CLinux 5.10.9Linux 5.11Linux 5.11 Patched12002400360048006000Min: 6997.52 / Avg: 7110.09 / Max: 7211.38Min: 6939.59 / Avg: 7010.05 / Max: 7113.15Min: 6833.87 / Avg: 6901.24 / Max: 6940.161. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CLinux 5.11 PatchedLinux 5.10.9Linux 5.11400800120016002000SE +/- 5.60, N = 3SE +/- 12.91, N = 3SE +/- 10.20, N = 31902.471900.091894.941. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CLinux 5.11 PatchedLinux 5.10.9Linux 5.1130060090012001500Min: 1893.77 / Avg: 1902.47 / Max: 1912.92Min: 1874.34 / Avg: 1900.09 / Max: 1914.64Min: 1875.05 / Avg: 1894.94 / Max: 1908.811. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CLinux 5.11Linux 5.10.9Linux 5.11 Patched3K6K9K12K15KSE +/- 10.84, N = 3SE +/- 2.26, N = 3SE +/- 8.67, N = 312148.0212074.8812056.391. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CLinux 5.11Linux 5.10.9Linux 5.11 Patched2K4K6K8K10KMin: 12133.04 / Avg: 12148.02 / Max: 12169.09Min: 12070.36 / Avg: 12074.88 / Max: 12077.14Min: 12041.76 / Avg: 12056.39 / Max: 12071.781. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DLinux 5.11 PatchedLinux 5.10.9Linux 5.11140280420560700SE +/- 2.15, N = 3SE +/- 0.63, N = 3SE +/- 1.96, N = 3650.14649.99649.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DLinux 5.11 PatchedLinux 5.10.9Linux 5.11110220330440550Min: 645.87 / Avg: 650.14 / Max: 652.66Min: 648.82 / Avg: 649.99 / Max: 650.96Min: 645.1 / Avg: 649.01 / Max: 651.161. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CLinux 5.11Linux 5.10.9Linux 5.11 Patched6K12K18K24K30KSE +/- 20.63, N = 3SE +/- 29.92, N = 3SE +/- 30.90, N = 328232.3528133.4227470.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CLinux 5.11Linux 5.10.9Linux 5.11 Patched5K10K15K20K25KMin: 28191.53 / Avg: 28232.35 / Max: 28257.94Min: 28074.63 / Avg: 28133.42 / Max: 28172.49Min: 27408.86 / Avg: 27470.5 / Max: 27505.161. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CLinux 5.10.9Linux 5.11Linux 5.11 Patched2K4K6K8K10KSE +/- 12.61, N = 3SE +/- 5.21, N = 3SE +/- 2.42, N = 39937.199921.089812.731. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CLinux 5.10.9Linux 5.11Linux 5.11 Patched2K4K6K8K10KMin: 9922.63 / Avg: 9937.19 / Max: 9962.31Min: 9912.36 / Avg: 9921.08 / Max: 9930.38Min: 9808.31 / Avg: 9812.73 / Max: 9816.641. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BLinux 5.10.9Linux 5.11Linux 5.11 Patched2K4K6K8K10KSE +/- 18.18, N = 3SE +/- 15.41, N = 3SE +/- 1.81, N = 37895.427888.317646.911. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BLinux 5.10.9Linux 5.11Linux 5.11 Patched14002800420056007000Min: 7867.12 / Avg: 7895.42 / Max: 7929.33Min: 7862.45 / Avg: 7888.31 / Max: 7915.77Min: 7643.4 / Avg: 7646.91 / Max: 7649.451. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

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 AtomsLinux 5.10.9Linux 5.11Linux 5.11 Patched0.24470.48940.73410.97881.2235SE +/- 0.00597, N = 3SE +/- 0.00142, N = 3SE +/- 0.00415, N = 31.075761.082311.08745
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.10.9Linux 5.11Linux 5.11 Patched246810Min: 1.07 / Avg: 1.08 / Max: 1.09Min: 1.08 / Avg: 1.08 / Max: 1.08Min: 1.08 / Avg: 1.09 / Max: 1.1

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 3840 x 2160Linux 5.10.9Linux 5.11Linux 5.11 Patched2004006008001000SE +/- 0.53, N = 3SE +/- 0.50, N = 3SE +/- 2.24, N = 3989.5988.5987.01. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 3840 x 2160Linux 5.10.9Linux 5.11Linux 5.11 Patched2004006008001000Min: 989 / Avg: 989.53 / Max: 990.6Min: 987.5 / Avg: 988.5 / Max: 989Min: 982.9 / Avg: 987 / Max: 990.61. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

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 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11 PatchedLinux 5.110.88371.76742.65113.53484.4185SE +/- 0.01748, N = 3SE +/- 0.00345, N = 3SE +/- 0.01459, N = 33.835703.892273.92764MIN: 3.6MIN: 3.71MIN: 3.691. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11 PatchedLinux 5.11246810Min: 3.8 / Avg: 3.84 / Max: 3.87Min: 3.89 / Avg: 3.89 / Max: 3.9Min: 3.91 / Avg: 3.93 / Max: 3.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched246810SE +/- 0.04039, N = 3SE +/- 0.07796, N = 3SE +/- 0.05229, N = 38.138428.350378.40829MIN: 7.72MIN: 7.69MIN: 7.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched3691215Min: 8.08 / Avg: 8.14 / Max: 8.22Min: 8.2 / Avg: 8.35 / Max: 8.44Min: 8.3 / Avg: 8.41 / Max: 8.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.948121620SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 316.9416.9917.26MIN: 16.54MIN: 16.51MIN: 16.711. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.948121620Min: 16.88 / Avg: 16.94 / Max: 16.99Min: 16.95 / Avg: 16.99 / Max: 17.04Min: 17.22 / Avg: 17.26 / Max: 17.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched0.54691.09381.64072.18762.7345SE +/- 0.00421, N = 3SE +/- 0.00366, N = 3SE +/- 0.00633, N = 32.418862.427912.43083MIN: 2.31MIN: 2.32MIN: 2.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched246810Min: 2.41 / Avg: 2.42 / Max: 2.42Min: 2.42 / Avg: 2.43 / Max: 2.43Min: 2.42 / Avg: 2.43 / Max: 2.441. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.90.79841.59682.39523.19363.992SE +/- 0.00380, N = 3SE +/- 0.00511, N = 3SE +/- 0.00500, N = 33.537793.540693.54830MIN: 3.41MIN: 3.42MIN: 3.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.9246810Min: 3.53 / Avg: 3.54 / Max: 3.55Min: 3.53 / Avg: 3.54 / Max: 3.55Min: 3.54 / Avg: 3.55 / Max: 3.551. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched6001200180024003000SE +/- 28.69, N = 3SE +/- 19.34, N = 3SE +/- 30.62, N = 32533.502573.532657.20MIN: 2482.11MIN: 2532.58MIN: 2608.631. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11Linux 5.11 Patched5001000150020002500Min: 2495.8 / Avg: 2533.5 / Max: 2589.82Min: 2543.36 / Avg: 2573.53 / Max: 2609.57Min: 2618.82 / Avg: 2657.2 / Max: 2717.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11 PatchedLinux 5.11400800120016002000SE +/- 15.56, N = 15SE +/- 19.21, N = 15SE +/- 29.58, N = 151652.831686.631703.54MIN: 1569.34MIN: 1583.35MIN: 1586.051. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.10.9Linux 5.11 PatchedLinux 5.1130060090012001500Min: 1587.64 / Avg: 1652.83 / Max: 1770.16Min: 1601.85 / Avg: 1686.63 / Max: 1789.51Min: 1592.15 / Avg: 1703.54 / Max: 2007.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.90.20810.41620.62430.83241.0405SE +/- 0.001787, N = 3SE +/- 0.002452, N = 3SE +/- 0.007009, N = 30.6407350.6459340.924960MIN: 0.61MIN: 0.61MIN: 0.861. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.11Linux 5.11 PatchedLinux 5.10.9246810Min: 0.64 / Avg: 0.64 / Max: 0.64Min: 0.64 / Avg: 0.65 / Max: 0.65Min: 0.91 / Avg: 0.92 / Max: 0.931. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

ASKAP

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - GriddingLinux 5.11Linux 5.10.9Linux 5.11 Patched2004006008001000