Dell Tiger Lake Linux Configurations

Intel Core i7-1165G7 Tiger Lake in various software configurations for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010180-FI-TIGERCOMB90
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Dell Stock
October 14 2020
  9 Hours, 12 Minutes
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev
October 16 2020
  6 Hours, 32 Minutes
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev
October 16 2020
  9 Hours, 10 Minutes
Ubuntu 20.10 20201017
October 17 2020
  5 Hours, 52 Minutes
Ubuntu 20.10 20201017 + Mesa 20.3-dev
October 17 2020
  5 Hours, 52 Minutes
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Dell Tiger Lake Linux ConfigurationsProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devIntel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.0.1 BIOS)Intel Device a0ef16GBKIOXIA KBG40ZNS256G NVMe 256GBIntel Xe 3GB (1300MHz)Realtek ALC289Intel Device a0f0Ubuntu 20.045.6.0-1031-oem (x86_64)GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.81.2.131GCC 9.3.0ext41920x12005.9.0-050900-generic (x86_64)4.6 Mesa 20.3.0-devel (git-442f48f 2020-10-15 focal-oibaf-ppa)1.2.1455.9.0-050900daily20201016-generic (x86_64)Intel Tiger Lake-LPIntel UHD (1300MHz)Intel Wi-Fi 6 AX201Ubuntu 20.105.8.0-23-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.9GCC 10.2.0Intel UHD 3GB (1300MHz)4.6 Mesa 20.3.0-devel (git-57d3178 2020-10-17 groovy-oibaf-ppa)OpenBenchmarking.orgCompiler Details- Dell Stock: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Ubuntu 20.10 20201017: --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 - Ubuntu 20.10 20201017 + Mesa 20.3-dev: --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,rwProcessor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0x52Python Details- Dell Stock: Python 3.8.5- Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: Python 3.8.5- Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: Python 3.8.5- Ubuntu 20.10 20201017: Python 3.8.6- Ubuntu 20.10 20201017 + Mesa 20.3-dev: 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

Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devLogarithmic Result OverviewPhoronix Test SuiteRealSR-NCNNTesseractNCNNlibrsvgTimed HMMer SearchXonoticGEGLLibreOfficeRNNoiseET: LegacyBYTE Unix BenchmarkGLmark2SQLite SpeedtestTNNPHPBenchWebP Image EncodeSeleniumPyBencheSpeak-NG Speech EngineDeepSpeechSVT-VP9NAMDTimed MPlayer CompilationTimed Linux Kernel CompilationZstd CompressionTimed FFmpeg CompilationOpenVKLIntel Open Image DenoiseSVT-AV1Timed MAFFT AlignmentTungsten RendererOSPrayFFTETensorFlow LiteRawTherapeeSQLite

Dell Tiger Lake Linux Configurationsncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - alexnetrealsr-ncnn: 4x - Noncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2tesseract: 1920 x 1200xonotic: 1920 x 1200 - Ultimatersvg: SVG Files To PNGhmmer: Pfam Database Searchxonotic: 1920 x 1200 - Ultragegl: Scalegegl: Cropselenium: Kraken - Google Chromegegl: Color Enhanceselenium: Jetstream 2 - Google Chromeselenium: Jetstream 2 - Firefoxwebp: Quality 100, Losslessxonotic: 1920 x 1200 - Highlibreoffice: 20 Documents To PDFselenium: WASM imageConvolute - Firefoxwebp: Quality 100, Highest Compressionselenium: WASM imageConvolute - Google Chromernnoise: selenium: Kraken - Firefoxtnn: CPU - SqueezeNet v1.1selenium: WASM collisionDetection - Google Chromeetlegacy: Renderer2 - 1920 x 1200selenium: WASM collisionDetection - Firefoxgegl: Rotate 90 Degreesselenium: ARES-6 - Firefoxbyte: Dhrystone 2selenium: ARES-6 - Google Chromeglmark2: 1920 x 1200selenium: Octane - Firefoxsqlite-speedtest: Timed Time - Size 1,000selenium: Octane - Google Chromephpbench: PHP Benchmark Suiteselenium: CanvasMark - Google Chromeselenium: StyleBench - Firefoxtnn: CPU - MobileNet v2pybench: Total For Average Test Timesselenium: StyleBench - Google Chromeespeak: Text-To-Speech Synthesisselenium: CanvasMark - Firefoxdeepspeech: CPUwebp: Quality 100, Lossless, Highest Compressionselenium: PSPDFKit WASM - Firefoxcompress-zstd: 3svt-vp9: Visual Quality Optimized - Bosphorus 1080pnamd: ATPase Simulation - 327,506 Atomsospray: Magnetic Reconnection - SciVisospray: San Miguel - SciVisbuild-mplayer: Time To Compilebuild-linux-kernel: Time To Compileospray: San Miguel - Path Tracerbuild-ffmpeg: Time To Compiletungsten: Volumetric Causticopenvkl: vklBenchmarkncnn: CPU - googlenetncnn: CPU - resnet50ncnn: CPU - vgg16tungsten: Non-Exponentialncnn: CPU - resnet18oidn: Memorialsvt-av1: Enc Mode 8 - 1080pncnn: CPU - efficientnet-b0tungsten: Hairmafft: Multiple Sequence Alignment - LSU RNAncnn: CPU - mnasnetcompress-zstd: 19selenium: PSPDFKit WASM - Google Chrometensorflow-lite: SqueezeNetncnn: CPU - blazefacencnn: CPU - alexnetncnn: CPU - shufflenet-v2tensorflow-lite: Mobilenet Floattensorflow-lite: Inception V4ncnn: CPU - squeezenettungsten: Water Causticinkscape: SVG Files To PNGrawtherapee: Total Benchmark Timencnn: CPU - mobilenetncnn: CPU - yolov4-tinysqlite: 1ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pospray: Magnetic Reconnection - Path Tracerffte: N=256, 3D Complex FFT RoutineDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev127.50285.3876.4675.7160.96326.44532.9036.5318.1460.6416957.887559832.490191.57486.23567686.92710.2651146.275.864106.81370.66523.585125.81297637.98442.39.64842.988831.9741022.0403.213426.344284.7495.053.38153.4538796199.424.795592657375.907421496586621247568.8407.437108228.4439.4011064281.0405849.05118513228.168.234.259538.196.5594.156210.5310.54134.33328.185884.6122.0644.5063.5121.582519.516.4812.16210.5472.009211.0337.3721.129245523242.2218.165.36372673812439326.7153.576128.28999.82330.6640.5029.42896.4948.275.0331.5577.0480.216.737.8690.1812522977.06644687315.5340.7311.2711.6910.1173.8748.4110.628.0896.83755121.455631734.629190.956160.29832358.12111.4241127.976.984106.45370.01223.651190.14007118.42741.99.65642.739532.0221017.3402.951426.0290113.1494.854.63054.3438743943.624.888402659475.079414576551401212668.1407.097108128.539.5321056880.9559248.97618663234.769.114.349548.196.5894.966210.5540.54134.09428.210084.3921.7544.2063.4821.628319.136.4512.07910.2672.004410.8807.1621.229115432592.2118.085.36369918799744326.5753.740929.06799.29730.8340.5929.33633.518.844.908.0320.7815.766.707.7290.8812522845.27423988015.5640.7811.4411.6810.1574.0258.5310.758.2397.80785121.550143734.177192.095162.06660398.12811.4271139.577.048106.28970.16223.687189.92996918.39841.79.64243.233332.0271013.7403.889426.0135114.5500.654.69553.7838803868.124.908332643075.381419816582871221567.8406.740108428.4039.4381068481.8791849.06618433259.569.664.259848.156.5794.800210.4970.54134.15528.291984.3621.6544.2863.8221.469919.216.4412.13610.3772.166810.9497.1321.229075462682.2118.135.30370251807320026.5153.785328.83199.51330.7040.4829.38131.538.504.738.4120.0513.716.637.7091.2412523067.41321994015.4038.4111.2511.439.5268.3818.2610.618.26130.8871121.774217916.756101.678158.30478174.4246.279669.846.820165.584108.59715.290193.44926385.49427.96.30728.261321.260672.1266.630281.1602128.3330.536.15335.9458575445.016.568373949950.948607889623691683498.0284.77275840.228.4021478161.1424937.74014384155.556.425.350916.645.36112.217247.8100.45153.75731.669997.7524.3749.6270.4123.598621.275.8210.77711.2678.781010.0517.7023.429575604582.1118.665.39377432809851725.8752.489097.17730.5340.1429.27539.428.262.207.3419.4411.686.367.0076.80157.6424500.56625545515.4538.4211.3711.779.4168.5968.4910.488.02134.6010121.429225416.892101.637157.76768654.4266.306661.247.029163.200109.06215.239193.12116315.48927.66.34028.48521.037671.8266.243281.2440126.7331.236.14736.5058366711.416.688373918252.195610479458461772096.3283.85776339.428.0911471561.6533637.79714904153.954.855.376176.625.34114.801253.2840.45157.40632.730796.8924.9450.7572.8424.631121.755.7310.82011.5480.36629.8867.9223.331265752322.1418.985.54386514835520326.3454.126899.66131.1440.8729.39339.288.061.938.0219.0911.646.547.3571.96162.0423640.117705222OpenBenchmarking.org

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 20200916Target: Vulkan GPU - Model: resnet50Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock306090120150SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 315.4015.4515.5315.56127.50MIN: 126.13 / MAX: 128.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock20406080100Min: 15.37 / Avg: 15.4 / Max: 15.41Min: 15.43 / Avg: 15.45 / Max: 15.46Min: 15.49 / Avg: 15.53 / Max: 15.58Min: 15.49 / Avg: 15.56 / Max: 15.64Min: 127.48 / Avg: 127.5 / Max: 127.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock60120180240300SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 15SE +/- 0.02, N = 338.4138.4240.7340.78285.38MIN: 284.18 / MAX: 288.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock50100150200250Min: 38.37 / Avg: 38.41 / Max: 38.46Min: 38.4 / Avg: 38.42 / Max: 38.46Min: 40.7 / Avg: 40.73 / Max: 40.76Min: 40.74 / Avg: 40.78 / Max: 40.86Min: 285.36 / Avg: 285.38 / Max: 285.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock20406080100SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 311.2511.2711.3711.4476.46MIN: 75.98 / MAX: 77.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock1530456075Min: 11.17 / Avg: 11.25 / Max: 11.32Min: 11.22 / Avg: 11.27 / Max: 11.32Min: 11.35 / Avg: 11.37 / Max: 11.4Min: 11.28 / Avg: 11.44 / Max: 11.95Min: 76.41 / Avg: 76.46 / Max: 76.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Ubuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock20406080100SE +/- 0.03, N = 3SE +/- 0.08, N = 15SE +/- 0.25, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 311.4311.6811.6911.7775.71MIN: 75.12 / MAX: 76.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Ubuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock1530456075Min: 11.39 / Avg: 11.43 / Max: 11.48Min: 11.46 / Avg: 11.68 / Max: 12.63Min: 11.44 / Avg: 11.69 / Max: 12.19Min: 11.48 / Avg: 11.77 / Max: 12.14Min: 75.69 / Avg: 75.71 / Max: 75.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock1428425670SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 15SE +/- 0.06, N = 39.419.5210.1110.1560.96MIN: 59.99 / MAX: 62.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock1224364860Min: 9.4 / Avg: 9.41 / Max: 9.41Min: 9.51 / Avg: 9.52 / Max: 9.54Min: 10.01 / Avg: 10.11 / Max: 10.17Min: 10.04 / Avg: 10.15 / Max: 10.26Min: 60.89 / Avg: 60.96 / Max: 61.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock70140210280350SE +/- 0.79, N = 3SE +/- 0.83, N = 3SE +/- 0.61, N = 3SE +/- 0.62, N = 3SE +/- 0.26, N = 368.3868.6073.8774.03326.45
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock60120180240300Min: 66.82 / Avg: 68.38 / Max: 69.32Min: 66.95 / Avg: 68.6 / Max: 69.57Min: 72.68 / Avg: 73.87 / Max: 74.62Min: 72.8 / Avg: 74.02 / Max: 74.79Min: 326.14 / Avg: 326.44 / Max: 326.96

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 20200916Target: Vulkan GPU - Model: mnasnetUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock816243240SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 15SE +/- 0.02, N = 38.268.418.498.5332.90MIN: 7.85 / MAX: 10.15MIN: 7.88 / MAX: 12.5MIN: 7.88 / MAX: 11.19MIN: 7.92 / MAX: 12.59MIN: 32.53 / MAX: 33.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock714212835Min: 8.22 / Avg: 8.26 / Max: 8.3Min: 8.38 / Avg: 8.41 / Max: 8.48Min: 8.43 / Avg: 8.49 / Max: 8.54Min: 8.37 / Avg: 8.53 / Max: 8.93Min: 32.86 / Avg: 32.9 / Max: 32.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock816243240SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 15SE +/- 0.01, N = 310.4810.6110.6210.7536.53MIN: 10.18 / MAX: 12.19MIN: 9.57 / MAX: 13.39MIN: 10.1 / MAX: 13.34MIN: 9.51 / MAX: 13.39MIN: 36.02 / MAX: 37.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock816243240Min: 10.34 / Avg: 10.48 / Max: 10.63Min: 10.28 / Avg: 10.61 / Max: 11.25Min: 10.34 / Avg: 10.62 / Max: 11.05Min: 10.23 / Avg: 10.75 / Max: 11.8Min: 36.51 / Avg: 36.53 / Max: 36.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Dell Stock48121620SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 15SE +/- 0.20, N = 3SE +/- 0.01, N = 38.028.088.238.2618.14MIN: 7.42 / MAX: 9.62MIN: 7.51 / MAX: 11.06MIN: 6.85 / MAX: 11.16MIN: 7.37 / MAX: 11.01MIN: 17.9 / MAX: 18.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Dell Stock510152025Min: 7.81 / Avg: 8.02 / Max: 8.24Min: 7.87 / Avg: 8.08 / Max: 8.44Min: 7.86 / Avg: 8.23 / Max: 8.57Min: 8.02 / Avg: 8.26 / Max: 8.66Min: 18.12 / Avg: 18.14 / Max: 18.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 1200Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock306090120150SE +/- 0.55, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 1.24, N = 5SE +/- 0.30, N = 3134.60130.8997.8196.8460.64
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock306090120150Min: 133.77 / Avg: 134.6 / Max: 135.65Min: 130.78 / Avg: 130.89 / Max: 131Min: 97.37 / Avg: 97.81 / Max: 98.19Min: 92.15 / Avg: 96.84 / Max: 99.46Min: 60.04 / Avg: 60.64 / Max: 60.99

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: 1920 x 1200 - Effects Quality: UltimateUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock306090120150SE +/- 0.37, N = 3SE +/- 0.20, N = 3SE +/- 0.33, N = 3SE +/- 0.41, N = 3SE +/- 0.03, N = 3121.77121.55121.46121.4357.89MIN: 36 / MAX: 209MIN: 35 / MAX: 208MIN: 34 / MAX: 206MIN: 36 / MAX: 209MIN: 23 / MAX: 97
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock20406080100Min: 121.35 / Avg: 121.77 / Max: 122.52Min: 121.25 / Avg: 121.55 / Max: 121.93Min: 120.98 / Avg: 121.46 / Max: 122.09Min: 120.86 / Avg: 121.43 / Max: 122.22Min: 57.84 / Avg: 57.89 / Max: 57.91

librsvg

RSVG/librsvg is an SVG vector graphics library. This test profile times how long it takes to complete various operations by rsvg-convert. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev816243240SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 316.7616.8932.4934.1834.631. Ubuntu 20.10 20201017: rsvg-convert version 2.50.12. Ubuntu 20.10 20201017 + Mesa 20.3-dev: rsvg-convert version 2.50.13. Dell Stock: rsvg-convert version 2.48.74. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: rsvg-convert version 2.48.75. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: rsvg-convert version 2.48.7
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev714212835Min: 16.74 / Avg: 16.76 / Max: 16.77Min: 16.73 / Avg: 16.89 / Max: 17.18Min: 32.45 / Avg: 32.49 / Max: 32.55Min: 33.96 / Avg: 34.18 / Max: 34.56Min: 34.15 / Avg: 34.63 / Max: 35.131. Ubuntu 20.10 20201017: rsvg-convert version 2.50.12. Ubuntu 20.10 20201017 + Mesa 20.3-dev: rsvg-convert version 2.50.13. Dell Stock: rsvg-convert version 2.48.74. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: rsvg-convert version 2.48.75. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: rsvg-convert version 2.48.7

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev4080120160200SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.47, N = 3101.64101.68190.96191.57192.101. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev4080120160200Min: 101.59 / Avg: 101.64 / Max: 101.71Min: 101.61 / Avg: 101.68 / Max: 101.74Min: 190.75 / Avg: 190.96 / Max: 191.11Min: 191.32 / Avg: 191.57 / Max: 191.75Min: 191.34 / Avg: 192.1 / Max: 192.961. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

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: 1920 x 1200 - Effects Quality: UltraUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell Stock4080120160200SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 0.48, N = 3SE +/- 0.55, N = 3SE +/- 0.06, N = 3162.07160.30158.30157.7786.24MIN: 71 / MAX: 251MIN: 68 / MAX: 250MIN: 81 / MAX: 266MIN: 80 / MAX: 268MIN: 28 / MAX: 131
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell Stock306090120150Min: 161.55 / Avg: 162.07 / Max: 162.94Min: 160.09 / Avg: 160.3 / Max: 160.53Min: 157.53 / Avg: 158.3 / Max: 159.19Min: 156.96 / Avg: 157.77 / Max: 158.82Min: 86.11 / Avg: 86.24 / Max: 86.34

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: ScaleUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev246810SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.076, N = 7SE +/- 0.075, N = 3SE +/- 0.045, N = 34.4244.4266.9278.1218.128
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev3691215Min: 4.41 / Avg: 4.42 / Max: 4.44Min: 4.41 / Avg: 4.43 / Max: 4.44Min: 6.76 / Avg: 6.93 / Max: 7.37Min: 7.98 / Avg: 8.12 / Max: 8.24Min: 8.04 / Avg: 8.13 / Max: 8.2

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev3691215SE +/- 0.042, N = 3SE +/- 0.057, N = 3SE +/- 0.056, N = 3SE +/- 0.021, N = 3SE +/- 0.053, N = 36.2796.30610.26511.42411.427
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev3691215Min: 6.23 / Avg: 6.28 / Max: 6.36Min: 6.22 / Avg: 6.31 / Max: 6.41Min: 10.16 / Avg: 10.27 / Max: 10.34Min: 11.38 / Avg: 11.42 / Max: 11.45Min: 11.33 / Avg: 11.43 / Max: 11.51

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: Kraken - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock2004006008001000SE +/- 1.56, N = 3SE +/- 5.53, N = 3SE +/- 11.77, N = 3SE +/- 14.60, N = 4SE +/- 12.35, N = 3661.2669.81127.91139.51146.21. chrome 86.0.4240.75
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock2004006008001000Min: 658.5 / Avg: 661.23 / Max: 663.9Min: 662.3 / Avg: 669.8 / Max: 680.6Min: 1106.1 / Avg: 1127.87 / Max: 1146.5Min: 1119.7 / Avg: 1139.48 / Max: 1182.9Min: 1126.3 / Avg: 1146.17 / Max: 1168.81. chrome 86.0.4240.75

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: Color EnhanceUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 346.8247.0375.8676.9877.05
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1530456075Min: 46.36 / Avg: 46.82 / Max: 47.16Min: 46.67 / Avg: 47.03 / Max: 47.25Min: 75.75 / Avg: 75.86 / Max: 76.04Min: 76.91 / Avg: 76.98 / Max: 77.03Min: 77.04 / Avg: 77.05 / Max: 77.05

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.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev4080120160200SE +/- 0.80, N = 3SE +/- 0.96, N = 3SE +/- 0.63, N = 3SE +/- 0.41, N = 3SE +/- 0.64, N = 3165.58163.20106.81106.45106.291. chrome 86.0.4240.75
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev306090120150Min: 164.17 / Avg: 165.58 / Max: 166.94Min: 161.49 / Avg: 163.2 / Max: 164.82Min: 105.56 / Avg: 106.81 / Max: 107.47Min: 106.04 / Avg: 106.45 / Max: 107.27Min: 105.45 / Avg: 106.29 / Max: 107.551. chrome 86.0.4240.75

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev20406080100SE +/- 0.45, N = 3SE +/- 0.55, N = 3SE +/- 0.08, N = 3SE +/- 0.83, N = 3SE +/- 0.76, N = 3109.06108.6070.6770.1670.011. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev20406080100Min: 108.16 / Avg: 109.06 / Max: 109.52Min: 107.68 / Avg: 108.6 / Max: 109.59Min: 70.51 / Avg: 70.67 / Max: 70.77Min: 68.52 / Avg: 70.16 / Max: 71.12Min: 68.87 / Avg: 70.01 / Max: 71.451. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0

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, LosslessUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 315.2415.2923.5923.6523.691. (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, LosslessUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev612182430Min: 15.21 / Avg: 15.24 / Max: 15.26Min: 15.27 / Avg: 15.29 / Max: 15.31Min: 23.57 / Avg: 23.59 / Max: 23.61Min: 23.61 / Avg: 23.65 / Max: 23.68Min: 23.64 / Avg: 23.69 / Max: 23.741. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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: 1920 x 1200 - Effects Quality: HighUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock4080120160200SE +/- 0.61, N = 3SE +/- 1.03, N = 3SE +/- 0.72, N = 3SE +/- 0.61, N = 3SE +/- 0.17, N = 3193.45193.12190.14189.93125.81MIN: 111 / MAX: 302MIN: 111 / MAX: 302MIN: 102 / MAX: 294MIN: 104 / MAX: 294MIN: 42 / MAX: 165
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock4080120160200Min: 192.49 / Avg: 193.45 / Max: 194.57Min: 191.88 / Avg: 193.12 / Max: 195.16Min: 188.73 / Avg: 190.14 / Max: 191.11Min: 189.07 / Avg: 189.93 / Max: 191.1Min: 125.57 / Avg: 125.81 / Max: 126.13

LibreOffice

Various benchmarking operations with the LibreOffice open-source office suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev246810SE +/- 0.062, N = 5SE +/- 0.061, N = 7SE +/- 0.087, N = 7SE +/- 0.094, N = 7SE +/- 0.098, N = 65.4895.4947.9848.3988.4271. Ubuntu 20.10 20201017 + Mesa 20.3-dev: LibreOffice 7.0.2.2 00(Build:2)2. Ubuntu 20.10 20201017: LibreOffice 7.0.2.2 00(Build:2)3. Dell Stock: LibreOffice 6.4.6.2 40(Build:2)4. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)5. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)
OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3691215Min: 5.41 / Avg: 5.49 / Max: 5.73Min: 5.4 / Avg: 5.49 / Max: 5.86Min: 7.86 / Avg: 7.98 / Max: 8.51Min: 8.22 / Avg: 8.4 / Max: 8.94Min: 8.27 / Avg: 8.43 / Max: 8.91. Ubuntu 20.10 20201017 + Mesa 20.3-dev: LibreOffice 7.0.2.2 00(Build:2)2. Ubuntu 20.10 20201017: LibreOffice 7.0.2.2 00(Build:2)3. Dell Stock: LibreOffice 6.4.6.2 40(Build:2)4. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)5. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)

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: WASM imageConvolute - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1020304050SE +/- 0.33, N = 3SE +/- 0.34, N = 3SE +/- 0.41, N = 3SE +/- 0.47, N = 3SE +/- 0.60, N = 327.627.941.741.942.31. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Dell Stock: firefox 81.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock918273645Min: 27.3 / Avg: 27.63 / Max: 28.3Min: 27.2 / Avg: 27.87 / Max: 28.3Min: 41.1 / Avg: 41.73 / Max: 42.5Min: 41.3 / Avg: 41.87 / Max: 42.8Min: 41.1 / Avg: 42.3 / Max: 42.91. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Dell Stock: firefox 81.0

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, Highest CompressionUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3691215SE +/- 0.008, N = 3SE +/- 0.035, N = 3SE +/- 0.004, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 36.3076.3409.6429.6489.6561. (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, Highest CompressionUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3691215Min: 6.29 / Avg: 6.31 / Max: 6.32Min: 6.3 / Avg: 6.34 / Max: 6.41Min: 9.64 / Avg: 9.64 / Max: 9.65Min: 9.63 / Avg: 9.65 / Max: 9.67Min: 9.63 / Avg: 9.66 / Max: 9.691. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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: WASM imageConvolute - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1020304050SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 328.2628.4942.7442.9943.231. chrome 86.0.4240.75
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev918273645Min: 28.05 / Avg: 28.26 / Max: 28.42Min: 28.31 / Avg: 28.49 / Max: 28.62Min: 42.5 / Avg: 42.74 / Max: 42.97Min: 42.94 / Avg: 42.99 / Max: 43.03Min: 42.59 / Avg: 43.23 / Max: 43.811. chrome 86.0.4240.75

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 2020-06-28Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev714212835SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 321.0421.2631.9732.0232.031. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev714212835Min: 20.91 / Avg: 21.04 / Max: 21.13Min: 21.07 / Avg: 21.26 / Max: 21.4Min: 31.97 / Avg: 31.97 / Max: 31.98Min: 31.98 / Avg: 32.02 / Max: 32.05Min: 32 / Avg: 32.03 / Max: 32.041. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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: Kraken - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock2004006008001000SE +/- 0.72, N = 3SE +/- 0.20, N = 3SE +/- 5.54, N = 3SE +/- 2.45, N = 3SE +/- 10.80, N = 3671.8672.11013.71017.31022.01. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Dell Stock: firefox 81.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock2004006008001000Min: 670.9 / Avg: 671.77 / Max: 673.2Min: 671.9 / Avg: 672.1 / Max: 672.5Min: 1003.4 / Avg: 1013.67 / Max: 1022.4Min: 1014.7 / Avg: 1017.3 / Max: 1022.2Min: 1007.7 / Avg: 1022.03 / Max: 1043.21. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.22. Ubuntu 20.10 20201017: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Dell Stock: firefox 81.0

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: SqueezeNet v1.1Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev90180270360450SE +/- 0.04, N = 3SE +/- 0.29, N = 3SE +/- 0.22, N = 3SE +/- 0.48, N = 3SE +/- 0.78, N = 3266.24266.63402.95403.21403.89MIN: 265.92 / MAX: 268.15MIN: 265.82 / MAX: 267.99MIN: 401.89 / MAX: 406.46MIN: 401.81 / MAX: 414.16MIN: 401.67 / MAX: 408.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev70140210280350Min: 266.17 / Avg: 266.24 / Max: 266.3Min: 266.06 / Avg: 266.63 / Max: 267Min: 402.59 / Avg: 402.95 / Max: 403.37Min: 402.38 / Avg: 403.21 / Max: 404.05Min: 402.53 / Avg: 403.89 / Max: 405.251. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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: WASM collisionDetection - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock90180270360450SE +/- 0.46, N = 3SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.09, N = 3281.16281.24426.01426.03426.341. chrome 86.0.4240.75
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock80160240320400Min: 280.66 / Avg: 281.16 / Max: 282.07Min: 280.64 / Avg: 281.24 / Max: 281.63Min: 425.49 / Avg: 426.01 / Max: 426.33Min: 425.58 / Avg: 426.03 / Max: 426.71Min: 426.17 / Avg: 426.34 / Max: 426.461. chrome 86.0.4240.75

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock306090120150SE +/- 0.37, N = 3SE +/- 0.60, N = 3SE +/- 0.25, N = 3SE +/- 0.35, N = 3SE +/- 0.10, N = 3128.3126.7114.5113.184.7
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock20406080100Min: 127.8 / Avg: 128.27 / Max: 129Min: 125.9 / Avg: 126.73 / Max: 127.9Min: 114.2 / Avg: 114.5 / Max: 115Min: 112.7 / Avg: 113.1 / Max: 113.8Min: 84.6 / Avg: 84.7 / Max: 84.9

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: WASM collisionDetection - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev110220330440550SE +/- 2.46, N = 3SE +/- 3.98, N = 3SE +/- 5.60, N = 3SE +/- 5.95, N = 3SE +/- 5.75, N = 3330.5331.2494.8495.0500.61. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev90180270360450Min: 327.3 / Avg: 330.47 / Max: 335.3Min: 323.2 / Avg: 331.17 / Max: 335.2Min: 488.9 / Avg: 494.8 / Max: 506Min: 488.9 / Avg: 495 / Max: 506.9Min: 489.1 / Avg: 500.6 / Max: 506.41. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0

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: Rotate 90 DegreesUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1224364860SE +/- 0.31, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 336.1536.1553.3854.6354.70
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1122334455Min: 35.54 / Avg: 36.15 / Max: 36.46Min: 35.92 / Avg: 36.15 / Max: 36.28Min: 53.34 / Avg: 53.38 / Max: 53.41Min: 54.59 / Avg: 54.63 / Max: 54.66Min: 54.69 / Avg: 54.7 / Max: 54.71

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: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev1224364860SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.35, N = 3SE +/- 0.53, N = 3SE +/- 0.14, N = 335.9436.5053.4553.7854.341. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev1122334455Min: 35.45 / Avg: 35.94 / Max: 36.23Min: 36.34 / Avg: 36.5 / Max: 36.76Min: 53.07 / Avg: 53.45 / Max: 54.14Min: 53.12 / Avg: 53.78 / Max: 54.83Min: 54.18 / Avg: 54.34 / Max: 54.621. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev13M26M39M52M65MSE +/- 302133.46, N = 3SE +/- 172424.20, N = 3SE +/- 157677.05, N = 3SE +/- 65642.29, N = 3SE +/- 159165.90, N = 358575445.058366711.438803868.138796199.438743943.6
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev10M20M30M40M50MMin: 58153738.9 / Avg: 58575445.03 / Max: 59161100.5Min: 58025056.4 / Avg: 58366711.43 / Max: 58578087.6Min: 38521715.5 / Avg: 38803868.13 / Max: 39066922.2Min: 38673020.2 / Avg: 38796199.37 / Max: 38897119.6Min: 38433703.2 / Avg: 38743943.6 / Max: 38960825.6

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: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev612182430SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 316.5616.6824.7924.8824.901. chrome 86.0.4240.75
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev612182430Min: 16.09 / Avg: 16.56 / Max: 16.91Min: 16.42 / Avg: 16.68 / Max: 16.95Min: 24.55 / Avg: 24.79 / Max: 25.25Min: 24.55 / Avg: 24.88 / Max: 25.14Min: 24.72 / Avg: 24.9 / Max: 25.131. chrome 86.0.4240.75

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: 1920 x 1200Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock2004006008001000840837837833559

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.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev8K16K24K32K40KSE +/- 394.67, N = 3SE +/- 394.23, N = 3SE +/- 108.84, N = 3SE +/- 142.08, N = 3SE +/- 71.16, N = 339499391822659426573264301. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev7K14K21K28K35KMin: 39100 / Avg: 39498.67 / Max: 40288Min: 38687 / Avg: 39182 / Max: 39961Min: 26404 / Avg: 26594 / Max: 26781Min: 26291 / Avg: 26572.67 / Max: 26746Min: 26334 / Avg: 26430 / Max: 265691. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock20406080100SE +/- 0.59, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 350.9552.2075.0875.3875.911. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock1530456075Min: 49.8 / Avg: 50.95 / Max: 51.78Min: 51.71 / Avg: 52.19 / Max: 52.71Min: 74.87 / Avg: 75.08 / Max: 75.32Min: 75.35 / Avg: 75.38 / Max: 75.42Min: 75.76 / Avg: 75.91 / Max: 75.981. (CC) gcc options: -O2 -ldl -lz -lpthread

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.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev13K26K39K52K65KSE +/- 1004.19, N = 3SE +/- 724.05, N = 6SE +/- 47.10, N = 3SE +/- 178.42, N = 3SE +/- 60.83, N = 361047607884214941981414571. chrome 86.0.4240.75
OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev11K22K33K44K55KMin: 60030 / Avg: 61046.67 / Max: 63055Min: 59428 / Avg: 60787.5 / Max: 64296Min: 42065 / Avg: 42148.67 / Max: 42228Min: 41642 / Avg: 41981 / Max: 42247Min: 41373 / Avg: 41456.67 / Max: 415751. chrome 86.0.4240.75

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. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev200K400K600K800K1000KSE +/- 1949.52, N = 3SE +/- 3541.44, N = 3SE +/- 2765.05, N = 3SE +/- 339.63, N = 3SE +/- 308.02, N = 3962369945846658662658287655140
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev200K400K600K800K1000KMin: 959105 / Avg: 962368.67 / Max: 965848Min: 939322 / Avg: 945846.33 / Max: 951496Min: 653229 / Avg: 658662.33 / Max: 662271Min: 657825 / Avg: 658286.67 / Max: 658949Min: 654605 / Avg: 655140.33 / Max: 655672

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.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev4K8K12K16K20KSE +/- 118.90, N = 3SE +/- 113.59, N = 3SE +/- 100.95, N = 3SE +/- 118.83, N = 12SE +/- 157.22, N = 1217720168341247512215121261. chrome 86.0.4240.75
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromeUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3K6K9K12K15KMin: 17497 / Avg: 17720 / Max: 17903Min: 16701 / Avg: 16834 / Max: 17060Min: 12317 / Avg: 12475.33 / Max: 12663Min: 11509 / Avg: 12215.17 / Max: 12914Min: 11054 / Avg: 12126 / Max: 128581. chrome 86.0.4240.75

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.31, N = 3SE +/- 0.50, N = 3SE +/- 0.55, N = 3SE +/- 0.15, N = 3SE +/- 0.68, N = 398.096.368.868.167.81. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100Min: 97.6 / Avg: 98 / Max: 98.6Min: 95.7 / Avg: 96.3 / Max: 97.3Min: 67.9 / Avg: 68.83 / Max: 69.8Min: 67.8 / Avg: 68.07 / Max: 68.3Min: 66.5 / Avg: 67.8 / Max: 68.81. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Dell Stock: firefox 81.04. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.05. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.0

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 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock90180270360450SE +/- 0.22, N = 3SE +/- 0.86, N = 3SE +/- 0.22, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 3283.86284.77406.74407.10407.44MIN: 282.57 / MAX: 285.9MIN: 282.51 / MAX: 296.57MIN: 404.77 / MAX: 423.79MIN: 404.5 / MAX: 430.44MIN: 404.58 / MAX: 452.771. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock70140210280350Min: 283.59 / Avg: 283.86 / Max: 284.29Min: 283.25 / Avg: 284.77 / Max: 286.24Min: 406.35 / Avg: 406.74 / Max: 407.11Min: 406.33 / Avg: 407.1 / Max: 407.48Min: 406.43 / Avg: 407.44 / Max: 408.231. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev2004006008001000SE +/- 3.53, N = 3SE +/- 3.21, N = 3SE +/- 2.19, N = 3SE +/- 2.91, N = 3SE +/- 3.28, N = 3758763108110821084
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev2004006008001000Min: 751 / Avg: 757.67 / Max: 763Min: 757 / Avg: 763 / Max: 768Min: 1078 / Avg: 1080.67 / Max: 1085Min: 1077 / Avg: 1082.33 / Max: 1087Min: 1078 / Avg: 1084.33 / Max: 1089

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.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev918273645SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 340.2039.4028.5028.4428.401. chrome 86.0.4240.75
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev816243240Min: 40 / Avg: 40.2 / Max: 40.4Min: 39.3 / Avg: 39.43 / Max: 39.5Min: 28.4 / Avg: 28.47 / Max: 28.5Min: 28.35 / Avg: 28.44 / Max: 28.58Min: 28.24 / Avg: 28.4 / Max: 28.51. chrome 86.0.4240.75

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev918273645SE +/- 0.12, N = 4SE +/- 0.38, N = 4SE +/- 0.04, N = 4SE +/- 0.03, N = 4SE +/- 0.05, N = 428.0928.4039.4039.4439.531. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev816243240Min: 27.75 / Avg: 28.09 / Max: 28.26Min: 27.27 / Avg: 28.4 / Max: 28.89Min: 39.31 / Avg: 39.4 / Max: 39.47Min: 39.37 / Avg: 39.44 / Max: 39.51Min: 39.42 / Avg: 39.53 / Max: 39.631. (CC) gcc options: -O2 -std=c99

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.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3K6K9K12K15KSE +/- 14.19, N = 3SE +/- 39.70, N = 3SE +/- 180.55, N = 3SE +/- 124.61, N = 3SE +/- 62.55, N = 314781147151068410642105681. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev3K6K9K12K15KMin: 14763 / Avg: 14781 / Max: 14809Min: 14650 / Avg: 14715 / Max: 14787Min: 10344 / Avg: 10684.33 / Max: 10959Min: 10455 / Avg: 10641.67 / Max: 10878Min: 10483 / Avg: 10568 / Max: 106901. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0

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: CPUUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.65, N = 3SE +/- 0.51, N = 3SE +/- 0.89, N = 361.1461.6580.9681.0481.88
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1632486480Min: 60.69 / Avg: 61.14 / Max: 61.58Min: 61.29 / Avg: 61.65 / Max: 62.02Min: 80.24 / Avg: 80.96 / Max: 82.26Min: 80.23 / Avg: 81.04 / Max: 81.98Min: 80.46 / Avg: 81.88 / Max: 83.51

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, Lossless, Highest CompressionUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1122334455SE +/- 0.34, N = 3SE +/- 0.48, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 337.7437.8048.9849.0549.071. (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 CompressionUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1020304050Min: 37.08 / Avg: 37.74 / Max: 38.22Min: 36.87 / Avg: 37.8 / Max: 38.49Min: 48.75 / Avg: 48.98 / Max: 49.29Min: 48.93 / Avg: 49.05 / Max: 49.25Min: 48.85 / Avg: 49.07 / Max: 49.281. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev400800120016002000SE +/- 20.60, N = 15SE +/- 23.84, N = 12SE +/- 18.02, N = 3SE +/- 4.33, N = 3SE +/- 20.50, N = 3143814901843185118661. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev30060090012001500Min: 1244 / Avg: 1438.13 / Max: 1491Min: 1247 / Avg: 1489.75 / Max: 1571Min: 1821 / Avg: 1843.33 / Max: 1879Min: 1843 / Avg: 1850.67 / Max: 1858Min: 1845 / Avg: 1866 / Max: 19071. Ubuntu 20.10 20201017: firefox 81.0.22. Ubuntu 20.10 20201017 + Mesa 20.3-dev: firefox 81.0.23. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. Dell Stock: firefox 81.05. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.0

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock9001800270036004500SE +/- 2.60, N = 3SE +/- 6.47, N = 3SE +/- 4.08, N = 3SE +/- 4.11, N = 3SE +/- 0.48, N = 34155.54153.93259.53234.73228.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock7001400210028003500Min: 4150.8 / Avg: 4155.47 / Max: 4159.8Min: 4141.9 / Avg: 4153.87 / Max: 4164.1Min: 3253.7 / Avg: 3259.53 / Max: 3267.4Min: 3228.5 / Avg: 3234.73 / Max: 3242.5Min: 3227.1 / Avg: 3228.07 / Max: 3228.61. (CC) gcc options: -O3 -pthread -lz -llzma

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1632486480SE +/- 0.64, N = 3SE +/- 0.71, N = 3SE +/- 0.80, N = 3SE +/- 0.48, N = 15SE +/- 0.72, N = 1269.6669.1168.2356.4254.851. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1326395265Min: 68.38 / Avg: 69.66 / Max: 70.36Min: 67.81 / Avg: 69.11 / Max: 70.24Min: 66.77 / Avg: 68.23 / Max: 69.54Min: 54.91 / Avg: 56.42 / Max: 62.79Min: 51.29 / Avg: 54.85 / Max: 61.421. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1.20962.41923.62884.83846.048SE +/- 0.00845, N = 3SE +/- 0.01535, N = 3SE +/- 0.06368, N = 3SE +/- 0.00917, N = 3SE +/- 0.00887, N = 34.259534.259844.349545.350915.37617
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810Min: 4.25 / Avg: 4.26 / Max: 4.28Min: 4.24 / Avg: 4.26 / Max: 4.29Min: 4.26 / Avg: 4.35 / Max: 4.47Min: 5.34 / Avg: 5.35 / Max: 5.37Min: 5.37 / Avg: 5.38 / Max: 5.39

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: Magnetic Reconnection - Renderer: SciVisUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810SE +/- 0.01, N = 6SE +/- 0.01, N = 7SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 68.198.198.156.646.62MIN: 7.52 / MAX: 8.33MIN: 7.75 / MAX: 8.33MIN: 8 / MAX: 8.26MIN: 6.25 / MAX: 11.36MIN: 6.21 / MAX: 11.36
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215Min: 8.13 / Avg: 8.19 / Max: 8.2Min: 8.13 / Avg: 8.19 / Max: 8.2Min: 8.13 / Avg: 8.15 / Max: 8.2Min: 6.62 / Avg: 6.64 / Max: 6.67Min: 6.58 / Avg: 6.62 / Max: 6.62

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810SE +/- 0.00, N = 12SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.586.576.555.365.34MIN: 6.13 / MAX: 6.67MIN: 6.17 / MAX: 6.67MIN: 6.02 / MAX: 6.67MIN: 5.08 / MAX: 5.52MIN: 4.29 / MAX: 5.49
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215Min: 6.54 / Avg: 6.58 / Max: 6.58Min: 6.54 / Avg: 6.57 / Max: 6.58Min: 6.54 / Avg: 6.55 / Max: 6.58Min: 5.35 / Avg: 5.36 / Max: 5.38Min: 5.32 / Avg: 5.34 / Max: 5.35

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 CompileDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev306090120150SE +/- 0.46, N = 3SE +/- 0.68, N = 3SE +/- 0.44, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 394.1694.8094.97112.22114.80
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev20406080100Min: 93.23 / Avg: 94.16 / Max: 94.64Min: 93.45 / Avg: 94.8 / Max: 95.56Min: 94.08 / Avg: 94.97 / Max: 95.44Min: 111.84 / Avg: 112.22 / Max: 112.42Min: 114.35 / Avg: 114.8 / Max: 115.29

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev60120180240300SE +/- 0.40, N = 3SE +/- 0.56, N = 3SE +/- 0.59, N = 3SE +/- 0.53, N = 3SE +/- 0.58, N = 3210.50210.53210.55247.81253.28
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev50100150200250Min: 210.05 / Avg: 210.5 / Max: 211.3Min: 209.89 / Avg: 210.53 / Max: 211.65Min: 209.79 / Avg: 210.55 / Max: 211.71Min: 247.01 / Avg: 247.81 / Max: 248.81Min: 252.67 / Avg: 253.28 / Max: 254.44

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 202010170.12150.2430.36450.4860.6075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.540.540.540.450.45MAX: 0.55MIN: 0.51 / MAX: 0.55MIN: 0.52 / MAX: 0.55MAX: 0.46
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017246810Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.45

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev306090120150SE +/- 0.70, N = 3SE +/- 0.57, N = 3SE +/- 0.60, N = 3SE +/- 0.29, N = 3SE +/- 0.44, N = 3134.09134.16134.33153.76157.41
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev306090120150Min: 132.71 / Avg: 134.09 / Max: 134.95Min: 133.02 / Avg: 134.15 / Max: 134.78Min: 133.13 / Avg: 134.33 / Max: 135.02Min: 153.2 / Avg: 153.76 / Max: 154.15Min: 156.54 / Avg: 157.41 / Max: 157.97

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: Volumetric CausticDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev816243240SE +/- 0.34, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 0.45, N = 3SE +/- 0.46, N = 428.1928.2128.2931.6732.73-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (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 -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev714212835Min: 27.52 / Avg: 28.19 / Max: 28.56Min: 27.41 / Avg: 28.21 / Max: 28.65Min: 27.35 / Avg: 28.29 / Max: 28.88Min: 30.8 / Avg: 31.67 / Max: 32.31Min: 31.37 / Avg: 32.73 / Max: 33.311. (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 -ljpeg -lpthread -ldl

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 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 397.7596.8984.6184.3984.36MIN: 1 / MAX: 447MIN: 1 / MAX: 444MIN: 1 / MAX: 385MIN: 1 / MAX: 377MIN: 1 / MAX: 377
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100Min: 97.42 / Avg: 97.75 / Max: 98.17Min: 96.67 / Avg: 96.89 / Max: 97.08Min: 84.42 / Avg: 84.61 / Max: 84.92Min: 84.08 / Avg: 84.39 / Max: 84.58Min: 84.08 / Avg: 84.36 / Max: 84.58

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 20200916Target: CPU - Model: googlenetUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev612182430SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 321.6521.7522.0624.3724.94MIN: 21.46 / MAX: 39.44MIN: 21.41 / MAX: 38.55MIN: 21.4 / MAX: 41.31MIN: 21.99 / MAX: 34.4MIN: 22.74 / MAX: 35.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev612182430Min: 21.62 / Avg: 21.65 / Max: 21.69Min: 21.61 / Avg: 21.75 / Max: 21.85Min: 22.03 / Avg: 22.06 / Max: 22.08Min: 24.27 / Avg: 24.37 / Max: 24.52Min: 24.84 / Avg: 24.94 / Max: 25.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1122334455SE +/- 0.32, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 344.2044.2844.5049.6250.75MIN: 41.94 / MAX: 63.17MIN: 41.9 / MAX: 63.44MIN: 43.97 / MAX: 60.03MIN: 46.92 / MAX: 61.91MIN: 48.64 / MAX: 64.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1020304050Min: 43.57 / Avg: 44.2 / Max: 44.58Min: 43.84 / Avg: 44.28 / Max: 44.6Min: 44.45 / Avg: 44.5 / Max: 44.53Min: 49.44 / Avg: 49.62 / Max: 49.8Min: 50.53 / Avg: 50.75 / Max: 50.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1632486480SE +/- 1.27, N = 3SE +/- 1.01, N = 3SE +/- 1.37, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 363.4863.5163.8270.4172.84MIN: 59.74 / MAX: 88.27MIN: 59.62 / MAX: 86.72MIN: 59.74 / MAX: 81.58MIN: 66.55 / MAX: 83.73MIN: 67.48 / MAX: 90.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1428425670Min: 61.07 / Avg: 63.48 / Max: 65.39Min: 61.5 / Avg: 63.51 / Max: 64.63Min: 61.18 / Avg: 63.82 / Max: 65.79Min: 70.11 / Avg: 70.41 / Max: 70.68Min: 72.47 / Avg: 72.84 / Max: 73.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Non-ExponentialUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev612182430SE +/- 0.21, N = 15SE +/- 0.22, N = 8SE +/- 0.14, N = 15SE +/- 0.29, N = 5SE +/- 0.14, N = 321.4721.5821.6323.6024.63-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (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 -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev612182430Min: 19.04 / Avg: 21.47 / Max: 21.84Min: 20.08 / Avg: 21.58 / Max: 21.9Min: 19.72 / Avg: 21.63 / Max: 21.91Min: 22.44 / Avg: 23.6 / Max: 23.93Min: 24.46 / Avg: 24.63 / Max: 24.91. (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 -ljpeg -lpthread -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 20200916Target: CPU - Model: resnet18Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev510152025SE +/- 0.17, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 319.1319.2119.5121.2721.75MIN: 17.9 / MAX: 34.2MIN: 18.14 / MAX: 36.52MIN: 17.84 / MAX: 35.5MIN: 18.6 / MAX: 33.52MIN: 19.06 / MAX: 24.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev510152025Min: 18.8 / Avg: 19.13 / Max: 19.33Min: 18.85 / Avg: 19.21 / Max: 19.63Min: 19.06 / Avg: 19.51 / Max: 19.74Min: 21.24 / Avg: 21.27 / Max: 21.29Min: 21.68 / Avg: 21.75 / Max: 21.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: MemorialDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 36.486.456.445.825.73
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215Min: 6.39 / Avg: 6.48 / Max: 6.56Min: 6.4 / Avg: 6.45 / Max: 6.53Min: 6.38 / Avg: 6.44 / Max: 6.51Min: 5.73 / Avg: 5.82 / Max: 5.9Min: 5.65 / Avg: 5.73 / Max: 5.86

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 202010173691215SE +/- 0.16, N = 5SE +/- 0.13, N = 7SE +/- 0.13, N = 7SE +/- 0.13, N = 3SE +/- 0.11, N = 312.1612.1412.0810.8210.781. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 2020101748121620Min: 11.91 / Avg: 12.16 / Max: 12.77Min: 11.92 / Avg: 12.14 / Max: 12.92Min: 11.85 / Avg: 12.08 / Max: 12.78Min: 10.67 / Avg: 10.82 / Max: 11.08Min: 10.67 / Avg: 10.78 / Max: 10.991. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 20200916Target: CPU - Model: efficientnet-b0Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 310.2610.3710.5411.2611.54MIN: 10.11 / MAX: 25.41MIN: 10.06 / MAX: 25.98MIN: 10.08 / MAX: 26.71MIN: 10.89 / MAX: 26.16MIN: 11.32 / MAX: 13.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215Min: 10.22 / Avg: 10.26 / Max: 10.32Min: 10.23 / Avg: 10.37 / Max: 10.6Min: 10.29 / Avg: 10.54 / Max: 10.67Min: 11.24 / Avg: 11.26 / Max: 11.3Min: 11.48 / Avg: 11.54 / Max: 11.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev20406080100SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.43, N = 3SE +/- 0.37, N = 3SE +/- 1.31, N = 372.0072.0172.1778.7880.37-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (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 -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1530456075Min: 71.56 / Avg: 72 / Max: 72.34Min: 71.56 / Avg: 72.01 / Max: 72.26Min: 71.32 / Avg: 72.17 / Max: 72.66Min: 78.11 / Avg: 78.78 / Max: 79.38Min: 77.74 / Avg: 80.37 / Max: 81.71. (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 -ljpeg -lpthread -ldl

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 RNAUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock3691215SE +/- 0.141, N = 12SE +/- 0.117, N = 13SE +/- 0.012, N = 3SE +/- 0.034, N = 3SE +/- 0.073, N = 39.88610.05110.88010.94911.0331. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock3691215Min: 8.44 / Avg: 9.89 / Max: 10.42Min: 8.82 / Avg: 10.05 / Max: 10.62Min: 10.86 / Avg: 10.88 / Max: 10.9Min: 10.88 / Avg: 10.95 / Max: 10.99Min: 10.93 / Avg: 11.03 / Max: 11.171. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 20200916Target: CPU - Model: mnasnetUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 37.137.167.377.707.92MIN: 7 / MAX: 16.24MIN: 7.03 / MAX: 22.7MIN: 6.99 / MAX: 25.1MIN: 7.55 / MAX: 12.99MIN: 7.58 / MAX: 9.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev3691215Min: 7.11 / Avg: 7.13 / Max: 7.17Min: 7.14 / Avg: 7.16 / Max: 7.2Min: 7.2 / Avg: 7.37 / Max: 7.5Min: 7.63 / Avg: 7.7 / Max: 7.79Min: 7.88 / Avg: 7.92 / Max: 7.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock612182430SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 323.423.321.221.221.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock510152025Min: 23.3 / Avg: 23.37 / Max: 23.5Min: 23.2 / Avg: 23.33 / Max: 23.5Min: 21.1 / Avg: 21.17 / Max: 21.2Min: 21.1 / Avg: 21.17 / Max: 21.2Min: 21.1 / Avg: 21.1 / Max: 21.11. (CC) gcc options: -O3 -pthread -lz -llzma

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.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev7001400210028003500SE +/- 10.49, N = 3SE +/- 17.27, N = 3SE +/- 12.55, N = 3SE +/- 45.39, N = 3SE +/- 23.88, N = 3290729112924295731261. chrome 86.0.4240.75
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev5001000150020002500Min: 2892 / Avg: 2906.67 / Max: 2927Min: 2879 / Avg: 2911.33 / Max: 2938Min: 2899 / Avg: 2923.67 / Max: 2940Min: 2876 / Avg: 2957 / Max: 3033Min: 3100 / Avg: 3126.33 / Max: 31741. chrome 86.0.4240.75

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 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev120K240K360K480K600KSE +/- 9189.98, N = 3SE +/- 7210.94, N = 4SE +/- 7175.15, N = 4SE +/- 3783.14, N = 3SE +/- 3842.74, N = 3543259546268552324560458575232
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev100K200K300K400K500KMin: 524890 / Avg: 543259.33 / Max: 552985Min: 524669 / Avg: 546267.75 / Max: 554567Min: 530896 / Avg: 552323.75 / Max: 561332Min: 552895 / Avg: 560458.33 / Max: 564423Min: 567549 / Avg: 575232.33 / Max: 579231

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 20200916Target: CPU - Model: blazefaceUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock0.49950.9991.49851.9982.4975SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.112.142.212.212.22MIN: 1.96 / MAX: 2.45MIN: 1.96 / MAX: 4.11MIN: 2.11 / MAX: 2.47MIN: 2.12 / MAX: 2.5MIN: 2.1 / MAX: 5.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock246810Min: 2.08 / Avg: 2.11 / Max: 2.16Min: 2.13 / Avg: 2.14 / Max: 2.14Min: 2.19 / Avg: 2.21 / Max: 2.22Min: 2.2 / Avg: 2.21 / Max: 2.22Min: 2.21 / Avg: 2.22 / Max: 2.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev510152025SE +/- 0.34, N = 3SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 318.0818.1318.1618.6618.98MIN: 17.25 / MAX: 32.64MIN: 17.24 / MAX: 33.4MIN: 17.25 / MAX: 34.2MIN: 17.32 / MAX: 24.01MIN: 17.68 / MAX: 21.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev510152025Min: 17.4 / Avg: 18.08 / Max: 18.47Min: 17.59 / Avg: 18.13 / Max: 18.41Min: 17.62 / Avg: 18.16 / Max: 18.45Min: 18.55 / Avg: 18.66 / Max: 18.84Min: 18.92 / Avg: 18.98 / Max: 19.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev1.24652.4933.73954.9866.2325SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.305.365.365.395.54MIN: 5.2 / MAX: 7.17MIN: 5.2 / MAX: 5.61MIN: 5.19 / MAX: 21.06MIN: 5.26 / MAX: 9.97MIN: 5.29 / MAX: 6.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev246810Min: 5.28 / Avg: 5.3 / Max: 5.32Min: 5.28 / Avg: 5.36 / Max: 5.44Min: 5.33 / Avg: 5.36 / Max: 5.41Min: 5.35 / Avg: 5.39 / Max: 5.43Min: 5.51 / Avg: 5.54 / Max: 5.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Mobilenet FloatUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev80K160K240K320K400KSE +/- 2883.76, N = 3SE +/- 2710.56, N = 3SE +/- 2626.69, N = 3SE +/- 1648.38, N = 3SE +/- 2417.20, N = 3369918370251372673377432386514
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev70K140K210K280K350KMin: 364155 / Avg: 369918 / Max: 372997Min: 364830 / Avg: 370250.67 / Max: 373022Min: 367428 / Avg: 372672.67 / Max: 375557Min: 374232 / Avg: 377432.33 / Max: 379718Min: 381793 / Avg: 386514 / Max: 389776

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.10 20201017 + Mesa 20.3-dev2M4M6M8M10MSE +/- 30979.20, N = 3SE +/- 31675.24, N = 3SE +/- 3933.86, N = 3SE +/- 21367.97, N = 3SE +/- 7737.44, N = 379974438073200809851781243938355203
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017Dell StockUbuntu 20.10 20201017 + Mesa 20.3-dev1.4M2.8M4.2M5.6M7MMin: 7935520 / Avg: 7997443.33 / Max: 8030210Min: 8009870 / Avg: 8073200 / Max: 8106260Min: 8090700 / Avg: 8098516.67 / Max: 8103200Min: 8081740 / Avg: 8124393.33 / Max: 8148020Min: 8340250 / Avg: 8355203.33 / Max: 8366130

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 20200916Target: CPU - Model: squeezenetUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock612182430SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 325.8726.3426.5126.5726.71MIN: 24.74 / MAX: 36.66MIN: 25.47 / MAX: 35.61MIN: 26.18 / MAX: 44.39MIN: 26.2 / MAX: 42.64MIN: 26.2 / MAX: 45.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock612182430Min: 25.69 / Avg: 25.87 / Max: 26.16Min: 26.25 / Avg: 26.34 / Max: 26.39Min: 26.46 / Avg: 26.51 / Max: 26.54Min: 26.51 / Avg: 26.57 / Max: 26.68Min: 26.53 / Avg: 26.71 / Max: 27.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Water CausticUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev1224364860SE +/- 0.51, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.29, N = 3SE +/- 0.24, N = 352.4953.5853.7453.7954.13-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (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 -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev1122334455Min: 51.48 / Avg: 52.49 / Max: 53.17Min: 53.43 / Avg: 53.58 / Max: 53.82Min: 53.47 / Avg: 53.74 / Max: 53.93Min: 53.46 / Avg: 53.79 / Max: 54.36Min: 53.7 / Avg: 54.13 / Max: 54.521. (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 -ljpeg -lpthread -ldl

Inkscape

Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev714212835SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 328.2928.8329.071. Inkscape 0.92.5 (2060ec1f9f, 2020-04-08)
OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev612182430Min: 28.04 / Avg: 28.29 / Max: 28.43Min: 28.73 / Avg: 28.83 / Max: 28.9Min: 28.7 / Avg: 29.07 / Max: 29.381. Inkscape 0.92.5 (2060ec1f9f, 2020-04-08)

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock20406080100SE +/- 1.35, N = 3SE +/- 0.91, N = 3SE +/- 0.94, N = 3SE +/- 0.67, N = 3SE +/- 0.93, N = 397.1899.3099.5199.6699.821. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock20406080100Min: 94.49 / Avg: 97.18 / Max: 98.73Min: 97.49 / Avg: 99.3 / Max: 100.34Min: 97.65 / Avg: 99.51 / Max: 100.69Min: 98.32 / Avg: 99.66 / Max: 100.4Min: 97.97 / Avg: 99.82 / Max: 100.841. RawTherapee, version 5.8, command line.

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 20200916Target: CPU - Model: mobilenetUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev714212835SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 330.5330.6630.7030.8331.14MIN: 29.72 / MAX: 39.4MIN: 30.26 / MAX: 48.27MIN: 30.24 / MAX: 48.53MIN: 30.27 / MAX: 53.23MIN: 30.71 / MAX: 39.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetUbuntu 20.10 20201017Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev714212835Min: 30.31 / Avg: 30.53 / Max: 30.94Min: 30.59 / Avg: 30.66 / Max: 30.72Min: 30.62 / Avg: 30.7 / Max: 30.76Min: 30.73 / Avg: 30.83 / Max: 30.92Min: 31.08 / Avg: 31.14 / Max: 31.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev918273645SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 340.1440.4840.5040.5940.87MIN: 38.51 / MAX: 51.01MIN: 39.96 / MAX: 56.34MIN: 39.5 / MAX: 56.64MIN: 40.04 / MAX: 57.58MIN: 39.67 / MAX: 42.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-dev918273645Min: 39.92 / Avg: 40.14 / Max: 40.48Min: 40.33 / Avg: 40.48 / Max: 40.56Min: 40.46 / Avg: 40.5 / Max: 40.54Min: 40.42 / Avg: 40.59 / Max: 40.73Min: 40.81 / Avg: 40.87 / Max: 40.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SQLite

This is a simple benchmark of SQLite. At present this test profile just measures the time to perform a pre-defined number of insertions on an indexed database. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Ubuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock714212835SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 329.2829.3429.3829.3929.431. (CC) gcc options: -O2 -lz -lm -ldl -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Ubuntu 20.10 20201017Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devDell Stock714212835Min: 29.11 / Avg: 29.28 / Max: 29.4Min: 29.22 / Avg: 29.34 / Max: 29.5Min: 29.28 / Avg: 29.38 / Max: 29.53Min: 29.1 / Avg: 29.39 / Max: 29.59Min: 29.31 / Avg: 29.43 / Max: 29.541. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

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 20200916Target: Vulkan GPU - Model: yolov4-tinyUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell Stock20406080100SE +/- 0.96, N = 15SE +/- 2.75, N = 3SE +/- 0.35, N = 3SE +/- 0.49, N = 3SE +/- 0.37, N = 331.5333.5139.2839.4296.49MIN: 22.06 / MAX: 70.71MIN: 23.06 / MAX: 88.67MIN: 27.87 / MAX: 53.18MIN: 24.26 / MAX: 56.34MIN: 93.95 / MAX: 150.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Dell Stock20406080100Min: 24.92 / Avg: 31.53 / Max: 38.44Min: 28.87 / Avg: 33.51 / Max: 38.39Min: 38.85 / Avg: 39.28 / Max: 39.97Min: 38.46 / Avg: 39.42 / Max: 40.1Min: 96.07 / Avg: 96.49 / Max: 97.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1122334455SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 15SE +/- 0.35, N = 3SE +/- 0.01, N = 38.068.268.508.8448.27MIN: 7.4 / MAX: 8.74MIN: 7.4 / MAX: 8.88MIN: 7.73 / MAX: 10.45MIN: 7.92 / MAX: 10.29MIN: 47.66 / MAX: 48.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1020304050Min: 7.95 / Avg: 8.06 / Max: 8.2Min: 8.04 / Avg: 8.26 / Max: 8.57Min: 8.02 / Avg: 8.5 / Max: 9.47Min: 8.24 / Avg: 8.84 / Max: 9.46Min: 48.25 / Avg: 48.27 / Max: 48.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1.13182.26363.39544.52725.659SE +/- 0.11, N = 3SE +/- 0.47, N = 3SE +/- 0.07, N = 15SE +/- 0.05, N = 3SE +/- 0.00, N = 31.932.204.734.905.03MIN: 1.41 / MAX: 2.31MIN: 1.39 / MAX: 9.9MIN: 1.84 / MAX: 19.57MIN: 3.23 / MAX: 29.16MIN: 4.99 / MAX: 5.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock246810Min: 1.79 / Avg: 1.93 / Max: 2.14Min: 1.71 / Avg: 2.2 / Max: 3.14Min: 4.41 / Avg: 4.73 / Max: 5.32Min: 4.8 / Avg: 4.9 / Max: 4.98Min: 5.03 / Avg: 5.03 / Max: 5.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock714212835SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 15SE +/- 0.01, N = 37.348.028.038.4131.55MIN: 6.48 / MAX: 8.79MIN: 6.97 / MAX: 8.86MIN: 7.45 / MAX: 11.55MIN: 7.53 / MAX: 13.12MIN: 31.16 / MAX: 33.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock714212835Min: 7.03 / Avg: 7.34 / Max: 7.88Min: 7.84 / Avg: 8.02 / Max: 8.15Min: 7.78 / Avg: 8.03 / Max: 8.19Min: 8.26 / Avg: 8.41 / Max: 8.7Min: 31.54 / Avg: 31.55 / Max: 31.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock20406080100SE +/- 0.33, N = 3SE +/- 0.75, N = 3SE +/- 0.21, N = 15SE +/- 1.03, N = 3SE +/- 0.05, N = 319.0919.4420.0520.7877.04MIN: 17.03 / MAX: 29.56MIN: 14.14 / MAX: 36.98MIN: 14.66 / MAX: 40.93MIN: 15.88 / MAX: 36.41MIN: 72.08 / MAX: 101.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1530456075Min: 18.65 / Avg: 19.09 / Max: 19.73Min: 18.43 / Avg: 19.44 / Max: 20.91Min: 17.34 / Avg: 20.05 / Max: 20.65Min: 19.34 / Avg: 20.78 / Max: 22.78Min: 76.94 / Avg: 77.04 / Max: 77.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock20406080100SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.38, N = 15SE +/- 0.11, N = 3SE +/- 0.09, N = 311.6411.6813.7115.7680.21MIN: 78 / MAX: 125.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock1530456075Min: 11.49 / Avg: 11.64 / Max: 11.91Min: 11.45 / Avg: 11.68 / Max: 11.81Min: 12.25 / Avg: 13.71 / Max: 16.13Min: 15.59 / Avg: 15.76 / Max: 15.96Min: 80.05 / Avg: 80.21 / Max: 80.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock246810SE +/- 0.90, N = 3SE +/- 0.97, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 36.366.546.636.706.73MIN: 4.48 / MAX: 12.54MIN: 4.45 / MAX: 9.78MIN: 6.42 / MAX: 9MIN: 6.45 / MAX: 22.55MIN: 6.44 / MAX: 21.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock3691215Min: 4.56 / Avg: 6.36 / Max: 7.3Min: 4.6 / Avg: 6.54 / Max: 7.56Min: 6.61 / Avg: 6.63 / Max: 6.66Min: 6.61 / Avg: 6.7 / Max: 6.83Min: 6.67 / Avg: 6.73 / Max: 6.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock246810SE +/- 0.78, N = 3SE +/- 0.95, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 37.007.357.707.727.86MIN: 5.31 / MAX: 17.82MIN: 5.34 / MAX: 11.12MIN: 7.51 / MAX: 11.33MIN: 7.53 / MAX: 24.42MIN: 7.5 / MAX: 23.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock3691215Min: 5.46 / Avg: 7 / Max: 8.01Min: 5.45 / Avg: 7.35 / Max: 8.36Min: 7.67 / Avg: 7.7 / Max: 7.74Min: 7.63 / Avg: 7.72 / Max: 7.79Min: 7.81 / Avg: 7.86 / Max: 7.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev20406080100SE +/- 0.39, N = 3SE +/- 0.75, N = 3SE +/- 0.05, N = 3SE +/- 1.22, N = 15SE +/- 1.97, N = 1591.2490.8890.1876.8071.961. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-dev20406080100Min: 90.53 / Avg: 91.24 / Max: 91.87Min: 89.39 / Avg: 90.88 / Max: 91.65Min: 90.12 / Avg: 90.18 / Max: 90.28Min: 71.3 / Avg: 76.8 / Max: 92.75Min: 55.09 / Avg: 71.96 / Max: 87.951. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OSPray

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

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock4080120160200SE +/- 4.63, N = 12SE +/- 6.28, N = 12162.04157.64125.00125.00125.00MIN: 83.33 / MAX: 200MIN: 83.33 / MAX: 200MIN: 111.11 / MAX: 142.86MIN: 83.33 / MAX: 142.86MIN: 111.11 / MAX: 142.86
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.10 20201017Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock306090120150Min: 111.11 / Avg: 162.04 / Max: 166.67Min: 100 / Avg: 157.64 / Max: 166.67

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev5K10K15K20K25KSE +/- 1209.07, N = 12SE +/- 1215.51, N = 12SE +/- 237.45, N = 8SE +/- 177.80, N = 15SE +/- 214.94, N = 1024500.5723640.1223067.4122977.0722845.271. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.10 20201017Ubuntu 20.10 20201017 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev4K8K12K16K20KMin: 17450.83 / Avg: 24500.57 / Max: 31359.01Min: 17847.85 / Avg: 23640.12 / Max: 31186.19Min: 21418.99 / Avg: 23067.41 / Max: 23429.33Min: 21407.54 / Avg: 22977.07 / Max: 23516.02Min: 21540.09 / Avg: 22845.27 / Max: 23369.241. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

99 Results Shown

NCNN:
  Vulkan GPU - resnet50
  Vulkan GPU - vgg16
  Vulkan GPU - googlenet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - alexnet
RealSR-NCNN
NCNN:
  Vulkan GPU - mnasnet
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
Tesseract
Xonotic
librsvg
Timed HMMer Search
Xonotic
GEGL:
  Scale
  Crop
Selenium
GEGL
Selenium:
  Jetstream 2 - Google Chrome
  Jetstream 2 - Firefox
WebP Image Encode
Xonotic
LibreOffice
Selenium
WebP Image Encode
Selenium
RNNoise
Selenium
TNN
Selenium
ET: Legacy
Selenium
GEGL
Selenium
BYTE Unix Benchmark
Selenium
GLmark2
Selenium
SQLite Speedtest
Selenium
PHPBench
Selenium:
  CanvasMark - Google Chrome
  StyleBench - Firefox
TNN
PyBench
Selenium
eSpeak-NG Speech Engine
Selenium
DeepSpeech
WebP Image Encode
Selenium
Zstd Compression
SVT-VP9
NAMD
OSPray:
  Magnetic Reconnection - SciVis
  San Miguel - SciVis
Timed MPlayer Compilation
Timed Linux Kernel Compilation
OSPray
Timed FFmpeg Compilation
Tungsten Renderer
OpenVKL
NCNN:
  CPU - googlenet
  CPU - resnet50
  CPU - vgg16
Tungsten Renderer
NCNN
Intel Open Image Denoise
SVT-AV1
NCNN
Tungsten Renderer
Timed MAFFT Alignment
NCNN
Zstd Compression
Selenium
TensorFlow Lite
NCNN:
  CPU - blazeface
  CPU - alexnet
  CPU - shufflenet-v2
TensorFlow Lite:
  Mobilenet Float
  Inception V4
NCNN
Tungsten Renderer
Inkscape
RawTherapee
NCNN:
  CPU - mobilenet
  CPU - yolov4-tiny
SQLite
NCNN:
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - resnet18
  Vulkan GPU - blazeface
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU - mobilenet
  Vulkan GPU - squeezenet
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
SVT-VP9
OSPray
FFTE