AMD Ryzen 9 5950X - Ubuntu 21.04 vs. Ubuntu 21.10

Early Ubuntu 21.10 Linux benchmarking by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2108238-TJ-2108227TJ34
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Web Browsers 1 Tests
Timed Code Compilation 2 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 9 Tests
Creator Workloads 14 Tests
Encoding 2 Tests
Game Development 2 Tests
HPC - High Performance Computing 5 Tests
Imaging 5 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 5 Tests
Multi-Core 8 Tests
NVIDIA GPU Compute 5 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 5 Tests
Python 3 Tests
Renderers 3 Tests
Server CPU Tests 7 Tests
Single-Threaded 3 Tests
Video Encoding 2 Tests

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Ubuntu 21.04
August 22 2021
  6 Hours, 39 Minutes
Ubuntu 21.10 22 Aug
August 22 2021
  6 Hours, 35 Minutes
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  6 Hours, 37 Minutes
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Ubuntu 21.04

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 21.04, Kernel: 5.11.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.0.3 (LLVM 12.0.0), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10 22 Aug

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.1.4 (LLVM 12.0.1), Vulkan: 1.2.168, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.6
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AMD Ryzen 9 5950X - Ubuntu 21.04 vs. Ubuntu 21.10ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 21.10 22 AugAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS)AMD Starship/Matisse32GB1000GB Sabrent Rocket 4.0 PlusAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 21.045.11.0-31-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11 + Wayland4.6 Mesa 21.0.3 (LLVM 12.0.0)1.2.145GCC 10.3.0ext43840x2160AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (2100/875MHz)Ubuntu 21.105.13.0-14-generic (x86_64)GNOME Shell 40.2X Server + Wayland4.6 Mesa 21.1.4 (LLVM 12.0.1)1.2.168GCC 11.2.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 21.10 22 Aug: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016Python Details- Ubuntu 21.04: Python 3.9.5- Ubuntu 21.10 22 Aug: Python 3.9.6Security 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.04 vs. Ubuntu 21.10 22 Aug ComparisonPhoronix Test SuiteBaseline+8.2%+8.2%+16.4%+16.4%+24.6%+24.6%+32.8%+32.8%32.8%24%15.2%12.5%12.2%9.1%7.8%7.8%7.6%7.6%7.4%7.2%6.9%6.3%4.8%4.5%4.3%4.2%3.7%3.6%3.6%3.5%3.5%3.4%3.2%2.9%2.6%2.6%2.4%2.4%2.2%2.2%2.1%2%1920 x 1080OpenGL - 3840 x 2160 - MediumOpenGL - 1920 x 1080 - HighOpenGL - 1920 x 1080 - MediumSpeed 5 - Bosphorus 4KCPU - regnety_400mVulkan - 1920 x 1080 - Medium3840 x 2160Vulkan - 1920 x 1080 - HighSpeed 0 - Bosphorus 4KCPU - yolov4-tiny1920 x 1080 - UltraCPU - squeezenet_ssdCPU - googlenetCPU - alexnetVulkan - 3840 x 2160 - HighCPU - efficientnet-b0CPU - mnasnet3840 x 2160 - VulkanNinjaCPU - vgg16CPU - resnet18chaosCPU-v3-v3 - mobilenet-v3Vulkan - 3840 x 2160 - MediumL.P.C.S2.8%1920 x 1080 - VulkanPreset 8 - Bosphorus 4KCPU2.4%Vulkan GPU - googlenetUnix MakefilesP.M.S2.3%Speedometer - FirefoxVulkan GPU - regnety_400mTotal Time2.2%CPU-v2-v2 - mobilenet-v2No - Inference - ResNet 50 - CPU2.1%CPU - resnet50TesseractBasemark GPUBasemark GPUNumpy BenchmarkBasemark GPUVP9 libvpx EncodingNCNNBasemark GPUET: LegacyBasemark GPUVP9 libvpx EncodingNCNNUnvanquishedNCNNNCNNNCNNBasemark GPUNCNNNCNNGravityMarkTimed LLVM CompilationNCNNNCNNPyPerformanceNCNNBasemark GPUOpenSCADGravityMarkSVT-AV1Chaos Group V-RAYNCNNTimed LLVM CompilationOpenSCADSeleniumNCNNStockfishNCNNPlaidMLNCNNUbuntu 21.04Ubuntu 21.10 22 Aug

AMD Ryzen 9 5950X - Ubuntu 21.04 vs. Ubuntu 21.10gravitymark: 1920 x 1080 - OpenGLgravitymark: 1920 x 1080 - Vulkangravitymark: 3840 x 2160 - OpenGLgravitymark: 3840 x 2160 - Vulkanetlegacy: 3840 x 2160tesseract: 1920 x 1080tesseract: 3840 x 2160unvanquished: 1920 x 1080 - Ultrawireguard: xmrig: Monero - 1Mxmrig: Wownero - 1Msvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Kstockfish: Total Timebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mesa: Time To Compilenumpy: deepspeech: CPUastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivesqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskgmic: 2D Function Plotting, 1000 Timesgmic: Plotting Isosurface Of A 3D Volume, 1000 Timesgmic: 3D Elevated Function In Rand Colors, 100 Timeshugin: Panorama Photo Assistant + Stitching Timelibreoffice: 20 Documents To PDFocrmypdf: Processing 60 Page PDF Documentopenscad: Pistolopenscad: Retro Caropenscad: Mini-ITX Caseopenscad: Projector Mount Swivelopenscad: Leonardo Phone Case Slimrawtherapee: Total Benchmark Timencnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - regnety_400mtnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUbasemark: OpenGL - 1920 x 1080 - Highbasemark: OpenGL - 3840 x 2160 - Highbasemark: Vulkan - 1920 x 1080 - Highbasemark: Vulkan - 3840 x 2160 - Highbasemark: OpenGL - 1920 x 1080 - Mediumbasemark: OpenGL - 3840 x 2160 - Mediumbasemark: Vulkan - 1920 x 1080 - Mediumbasemark: Vulkan - 3840 x 2160 - Mediumindigobench: CPU - Bedroomindigobench: CPU - Supercarblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: PSPDFKit WASM - Firefoxselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxv-ray: CPUUbuntu 21.04Ubuntu 21.10 22 Aug92.394.659.963.7600.4678.5145420.2259394.5148.0907704.613818.72.13522.8018.2720.4757110672383.944400.87729.875539.1162.433883.39247.308136.885842.5075.4376.1830.1935.8946.0668.7539.58512.28787.56810.96441.08434.3775.15612.58274.6153.46033.4706.54013.52547.05612.324.313.844.123.895.271.7913.1460.2414.7711.6324.6721.5015.309.806.782.363.142.436.411.564.3213.182.025.194.958.193.292455.203224.84451.596213.94621.0216.898.40178.5187.70190.5484.06310.49191.521080.29441.194.1308.67179.98230.08104.25297.60253.8474918423381.082.312.535017.576.31215.7634.832011098.663134284124.5283.02149593.397.160.766.0646.3901.3503426.4964421.7148.8237623.613741.12.15923.3968.8822.3355896392370.577391.64130.226606.5761.812863.40527.346936.725943.3345.4356.1880.1935.9185.9728.6039.74612.31489.11110.80440.82934.8905.14112.53374.5383.41033.1386.69113.90147.25512.184.223.724.053.755.061.7712.5458.1914.2711.1324.1820.0614.409.096.682.353.082.416.321.564.2213.272.055.164.928.123.222413.913227.84551.452214.43120.7517.108.23205.6388.05204.9787.67348.51237.421164.61453.844.1088.62480.34232.07104.89299.92254.6373618323578.381.412.534617.377.01225.7935.131511099.108137283924.6285.720984OpenBenchmarking.org

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPus and render hundreds of thousands of objects in real-time all using GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGLUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.47, N = 3SE +/- 1.15, N = 392.393.3
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGLUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 91.8 / Avg: 92.27 / Max: 93.2Min: 91.6 / Avg: 93.33 / Max: 95.5

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: VulkanUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.22, N = 3SE +/- 0.70, N = 394.697.1
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: VulkanUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 94.2 / Avg: 94.63 / Max: 94.9Min: 96.3 / Avg: 97.1 / Max: 98.5

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGLUbuntu 21.04Ubuntu 21.10 22 Aug1428425670SE +/- 0.67, N = 3SE +/- 0.22, N = 359.960.7
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGLUbuntu 21.04Ubuntu 21.10 22 Aug1224364860Min: 58.8 / Avg: 59.9 / Max: 61.1Min: 60.4 / Avg: 60.67 / Max: 61.1

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanUbuntu 21.04Ubuntu 21.10 22 Aug1530456075SE +/- 0.06, N = 3SE +/- 0.12, N = 363.766.0
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanUbuntu 21.04Ubuntu 21.10 22 Aug1326395265Min: 63.6 / Avg: 63.7 / Max: 63.8Min: 65.8 / Avg: 65.97 / Max: 66.2

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 2.77Resolution: 3840 x 2160Ubuntu 21.04Ubuntu 21.10 22 Aug140280420560700SE +/- 7.31, N = 4SE +/- 1.74, N = 3600.4646.3
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.77Resolution: 3840 x 2160Ubuntu 21.04Ubuntu 21.10 22 Aug110220330440550Min: 590.5 / Avg: 600.38 / Max: 622.1Min: 644.1 / Avg: 646.27 / Max: 649.7

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 1080Ubuntu 21.04Ubuntu 21.10 22 Aug2004006008001000SE +/- 10.54, N = 15SE +/- 8.41, N = 7678.51901.35
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Ubuntu 21.04Ubuntu 21.10 22 Aug160320480640800Min: 626.82 / Avg: 678.51 / Max: 757.27Min: 859.62 / Avg: 901.35 / Max: 926.42

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Ubuntu 21.04Ubuntu 21.10 22 Aug90180270360450SE +/- 0.66, N = 3SE +/- 1.13, N = 3420.23426.50
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Ubuntu 21.04Ubuntu 21.10 22 Aug80160240320400Min: 418.91 / Avg: 420.23 / Max: 420.89Min: 424.55 / Avg: 426.5 / Max: 428.45

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.52.1Resolution: 1920 x 1080 - Effects Quality: UltraUbuntu 21.04Ubuntu 21.10 22 Aug90180270360450SE +/- 2.80, N = 3SE +/- 2.48, N = 3394.5421.7
OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.52.1Resolution: 1920 x 1080 - Effects Quality: UltraUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400Min: 389.6 / Avg: 394.47 / Max: 399.3Min: 417.4 / Avg: 421.7 / Max: 426

WireGuard + Linux Networking Stack Stress Test

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 21.04Ubuntu 21.10 22 Aug306090120150SE +/- 0.81, N = 3SE +/- 0.46, N = 3148.09148.82
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 21.04Ubuntu 21.10 22 Aug306090120150Min: 146.51 / Avg: 148.09 / Max: 149.18Min: 148.11 / Avg: 148.82 / Max: 149.68

Xmrig

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

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.04Ubuntu 21.10 22 Aug17003400510068008500SE +/- 71.42, N = 12SE +/- 73.74, N = 127704.67623.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.04Ubuntu 21.10 22 Aug13002600390052006500Min: 7232.3 / Avg: 7704.57 / Max: 7980.5Min: 7213 / Avg: 7623.59 / Max: 8026.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 21.04Ubuntu 21.10 22 Aug3K6K9K12K15KSE +/- 23.33, N = 3SE +/- 29.61, N = 313818.713741.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 21.04Ubuntu 21.10 22 Aug2K4K6K8K10KMin: 13789.5 / Avg: 13818.67 / Max: 13864.8Min: 13683.4 / Avg: 13741.1 / Max: 13781.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug0.48580.97161.45741.94322.429SE +/- 0.004, N = 3SE +/- 0.004, N = 32.1352.1591. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 2.13 / Avg: 2.13 / Max: 2.14Min: 2.15 / Avg: 2.16 / Max: 2.171. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 322.8023.401. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug510152025Min: 22.72 / Avg: 22.8 / Max: 22.87Min: 23.3 / Avg: 23.4 / Max: 23.471. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.01, N = 3SE +/- 0.02, N = 38.278.881. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 8.26 / Avg: 8.27 / Max: 8.28Min: 8.85 / Avg: 8.88 / Max: 8.911. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug510152025SE +/- 0.14, N = 3SE +/- 0.16, N = 320.4722.331. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 22 Aug510152025Min: 20.24 / Avg: 20.47 / Max: 20.72Min: 22.11 / Avg: 22.33 / Max: 22.651. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04Ubuntu 21.10 22 Aug12M24M36M48M60MSE +/- 565044.83, N = 6SE +/- 529787.72, N = 1557110672558963921. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04Ubuntu 21.10 22 Aug10M20M30M40M50MMin: 54693107 / Avg: 57110671.5 / Max: 58526359Min: 53527102 / Avg: 55896392.47 / Max: 607474131. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400SE +/- 0.52, N = 3SE +/- 0.76, N = 3383.94370.58
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaUbuntu 21.04Ubuntu 21.10 22 Aug70140210280350Min: 383.04 / Avg: 383.94 / Max: 384.84Min: 369.43 / Avg: 370.58 / Max: 372.01

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 21.04Ubuntu 21.10 22 Aug90180270360450SE +/- 2.76, N = 3SE +/- 4.74, N = 3400.88391.64
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesUbuntu 21.04Ubuntu 21.10 22 Aug70140210280350Min: 397.43 / Avg: 400.88 / Max: 406.34Min: 382.28 / Avg: 391.64 / Max: 397.6

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 21.04Ubuntu 21.10 22 Aug714212835SE +/- 0.07, N = 3SE +/- 0.02, N = 329.8830.23
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 21.04Ubuntu 21.10 22 Aug714212835Min: 29.75 / Avg: 29.87 / Max: 29.98Min: 30.2 / Avg: 30.23 / Max: 30.26

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 21.04Ubuntu 21.10 22 Aug130260390520650SE +/- 3.14, N = 3SE +/- 2.97, N = 3539.11606.57
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 21.04Ubuntu 21.10 22 Aug110220330440550Min: 533.03 / Avg: 539.11 / Max: 543.52Min: 600.92 / Avg: 606.57 / Max: 611

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 21.04Ubuntu 21.10 22 Aug1428425670SE +/- 0.52, N = 3SE +/- 0.40, N = 362.4361.81
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.04Ubuntu 21.10 22 Aug1224364860Min: 61.44 / Avg: 62.43 / Max: 63.18Min: 61.04 / Avg: 61.81 / Max: 62.34

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug0.76621.53242.29863.06483.831SE +/- 0.0424, N = 3SE +/- 0.0216, N = 33.39243.40521. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.31 / Avg: 3.39 / Max: 3.44Min: 3.37 / Avg: 3.41 / Max: 3.451. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ThoroughUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.0527, N = 3SE +/- 0.0226, N = 37.30817.34691. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ThoroughUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 7.2 / Avg: 7.31 / Max: 7.37Min: 7.32 / Avg: 7.35 / Max: 7.391. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveUbuntu 21.04Ubuntu 21.10 22 Aug816243240SE +/- 0.10, N = 3SE +/- 0.09, N = 336.8936.731. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.0Preset: ExhaustiveUbuntu 21.04Ubuntu 21.10 22 Aug816243240Min: 36.69 / Avg: 36.89 / Max: 37Min: 36.55 / Avg: 36.73 / Max: 36.851. (CXX) g++ options: -O3 -flto -pthread

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 21.04Ubuntu 21.10 22 Aug1020304050SE +/- 0.57, N = 3SE +/- 0.11, N = 342.5143.331. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 21.04Ubuntu 21.10 22 Aug918273645Min: 41.41 / Avg: 42.51 / Max: 43.34Min: 43.16 / Avg: 43.33 / Max: 43.551. (CC) gcc options: -O2 -ldl -lz -lpthread

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Boat - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug1.22332.44663.66994.89326.1165SE +/- 0.003, N = 3SE +/- 0.016, N = 35.4375.435
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Boat - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 5.43 / Avg: 5.44 / Max: 5.44Min: 5.41 / Avg: 5.43 / Max: 5.46

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.016, N = 3SE +/- 0.007, N = 36.1836.188
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Masskrug - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 6.17 / Avg: 6.18 / Max: 6.21Min: 6.18 / Avg: 6.19 / Max: 6.2

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug0.04340.08680.13020.17360.217SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1930.193
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Server Rack - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug12345Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Server Room - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug1.33162.66323.99485.32646.658SE +/- 0.006, N = 3SE +/- 0.012, N = 35.8945.918
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.1Test: Server Room - Acceleration: CPU-onlyUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 5.88 / Avg: 5.89 / Max: 5.9Min: 5.9 / Avg: 5.92 / Max: 5.94

GIMP

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: resizeUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.053, N = 3SE +/- 0.056, N = 36.0665.972
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: resizeUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 6 / Avg: 6.07 / Max: 6.17Min: 5.87 / Avg: 5.97 / Max: 6.07

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: rotateUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.044, N = 3SE +/- 0.024, N = 38.7538.603
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: rotateUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 8.67 / Avg: 8.75 / Max: 8.8Min: 8.58 / Avg: 8.6 / Max: 8.65

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: auto-levelsUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.050, N = 3SE +/- 0.019, N = 39.5859.746
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: auto-levelsUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 9.51 / Avg: 9.59 / Max: 9.68Min: 9.72 / Avg: 9.75 / Max: 9.78

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: unsharp-maskUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.03, N = 3SE +/- 0.01, N = 312.2912.31
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: unsharp-maskUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 12.24 / Avg: 12.29 / Max: 12.34Min: 12.3 / Avg: 12.31 / Max: 12.33

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.59, N = 3SE +/- 0.20, N = 387.5789.11
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 86.59 / Avg: 87.57 / Max: 88.64Min: 88.74 / Avg: 89.11 / Max: 89.43

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.03, N = 3SE +/- 0.02, N = 310.9610.80
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 10.92 / Avg: 10.96 / Max: 11.03Min: 10.78 / Avg: 10.8 / Max: 10.83

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesUbuntu 21.04Ubuntu 21.10 22 Aug918273645SE +/- 0.07, N = 3SE +/- 0.20, N = 341.0840.83
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesUbuntu 21.04Ubuntu 21.10 22 Aug918273645Min: 40.95 / Avg: 41.08 / Max: 41.16Min: 40.6 / Avg: 40.83 / Max: 41.23

Hugin

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

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeUbuntu 21.04Ubuntu 21.10 22 Aug816243240SE +/- 0.15, N = 3SE +/- 0.18, N = 334.3834.89
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeUbuntu 21.04Ubuntu 21.10 22 Aug714212835Min: 34.13 / Avg: 34.38 / Max: 34.64Min: 34.56 / Avg: 34.89 / Max: 35.19

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 21.04Ubuntu 21.10 22 Aug1.16012.32023.48034.64045.8005SE +/- 0.026, N = 25SE +/- 0.044, N = 85.1565.1411. LibreOffice 7.1.5.2 10(Build:2)
OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.96 / Avg: 5.16 / Max: 5.71Min: 5.01 / Avg: 5.14 / Max: 5.381. LibreOffice 7.1.5.2 10(Build:2)

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.06, N = 3SE +/- 0.05, N = 312.5812.53
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 12.46 / Avg: 12.58 / Max: 12.67Min: 12.44 / Avg: 12.53 / Max: 12.61

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: PistolUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.97, N = 3SE +/- 1.06, N = 374.6274.541. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: PistolUbuntu 21.04Ubuntu 21.10 22 Aug1428425670Min: 72.93 / Avg: 74.62 / Max: 76.29Min: 72.44 / Avg: 74.54 / Max: 75.81. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarUbuntu 21.04Ubuntu 21.10 22 Aug0.77851.5572.33553.1143.8925SE +/- 0.005, N = 3SE +/- 0.027, N = 33.4603.4101. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Retro CarUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.45 / Avg: 3.46 / Max: 3.47Min: 3.37 / Avg: 3.41 / Max: 3.461. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseUbuntu 21.04Ubuntu 21.10 22 Aug816243240SE +/- 0.31, N = 3SE +/- 0.39, N = 333.4733.141. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX CaseUbuntu 21.04Ubuntu 21.10 22 Aug714212835Min: 33.13 / Avg: 33.47 / Max: 34.09Min: 32.36 / Avg: 33.14 / Max: 33.531. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount SwivelUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.056, N = 3SE +/- 0.016, N = 36.5406.6911. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount SwivelUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 6.43 / Avg: 6.54 / Max: 6.62Min: 6.66 / Avg: 6.69 / Max: 6.711. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimUbuntu 21.04Ubuntu 21.10 22 Aug48121620SE +/- 0.07, N = 3SE +/- 0.20, N = 1213.5313.901. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Leonardo Phone Case SlimUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 13.4 / Avg: 13.52 / Max: 13.64Min: 13.28 / Avg: 13.9 / Max: 16.051. OpenSCAD version 2021.01

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 21.04Ubuntu 21.10 22 Aug1122334455SE +/- 0.08, N = 3SE +/- 0.04, N = 347.0647.261. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 21.04Ubuntu 21.10 22 Aug1020304050Min: 46.91 / Avg: 47.06 / Max: 47.16Min: 47.19 / Avg: 47.26 / Max: 47.331. 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 20210720Target: CPU - Model: mobilenetUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 312.3212.18MIN: 11.95 / MAX: 12.85MIN: 11.74 / MAX: 12.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 12.32 / Avg: 12.32 / Max: 12.33Min: 12.17 / Avg: 12.18 / Max: 12.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug0.96981.93962.90943.87924.849SE +/- 0.02, N = 3SE +/- 0.00, N = 34.314.22MIN: 4.18 / MAX: 5.5MIN: 4.1 / MAX: 4.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.28 / Avg: 4.31 / Max: 4.33Min: 4.21 / Avg: 4.22 / Max: 4.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.04Ubuntu 21.10 22 Aug0.8641.7282.5923.4564.32SE +/- 0.01, N = 3SE +/- 0.02, N = 33.843.72MIN: 3.78 / MAX: 4.49MIN: 3.63 / MAX: 4.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.83 / Avg: 3.84 / Max: 3.85Min: 3.68 / Avg: 3.72 / Max: 3.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug0.9271.8542.7813.7084.635SE +/- 0.00, N = 3SE +/- 0.01, N = 34.124.05MIN: 4.07 / MAX: 4.67MIN: 3.97 / MAX: 4.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.12 / Avg: 4.12 / Max: 4.13Min: 4.03 / Avg: 4.05 / Max: 4.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.04Ubuntu 21.10 22 Aug0.87531.75062.62593.50124.3765SE +/- 0.00, N = 3SE +/- 0.00, N = 33.893.75MIN: 3.84 / MAX: 4.21MIN: 3.71 / MAX: 4.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.88 / Avg: 3.89 / Max: 3.89Min: 3.74 / Avg: 3.75 / Max: 3.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.04Ubuntu 21.10 22 Aug1.18582.37163.55744.74325.929SE +/- 0.01, N = 3SE +/- 0.00, N = 35.275.06MIN: 5.17 / MAX: 5.68MIN: 4.99 / MAX: 5.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 5.26 / Avg: 5.27 / Max: 5.28Min: 5.06 / Avg: 5.06 / Max: 5.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.04Ubuntu 21.10 22 Aug0.40280.80561.20841.61122.014SE +/- 0.00, N = 3SE +/- 0.01, N = 31.791.77MIN: 1.76 / MAX: 2.08MIN: 1.75 / MAX: 1.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 1.78 / Avg: 1.79 / Max: 1.79Min: 1.76 / Avg: 1.77 / Max: 1.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.01, N = 3SE +/- 0.04, N = 313.1412.54MIN: 12.66 / MAX: 13.74MIN: 12.14 / MAX: 21.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 13.12 / Avg: 13.14 / Max: 13.17Min: 12.48 / Avg: 12.54 / Max: 12.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.04Ubuntu 21.10 22 Aug1326395265SE +/- 0.07, N = 3SE +/- 0.07, N = 360.2458.19MIN: 59.08 / MAX: 61.97MIN: 57.46 / MAX: 66.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.04Ubuntu 21.10 22 Aug1224364860Min: 60.12 / Avg: 60.24 / Max: 60.36Min: 58.06 / Avg: 58.19 / Max: 58.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.04Ubuntu 21.10 22 Aug48121620SE +/- 0.01, N = 3SE +/- 0.00, N = 314.7714.27MIN: 14.64 / MAX: 14.96MIN: 14.13 / MAX: 17.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 14.75 / Avg: 14.77 / Max: 14.78Min: 14.26 / Avg: 14.27 / Max: 14.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 311.6311.13MIN: 11.48 / MAX: 12.44MIN: 10.96 / MAX: 11.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 11.61 / Avg: 11.63 / Max: 11.64Min: 11.11 / Avg: 11.13 / Max: 11.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.04Ubuntu 21.10 22 Aug612182430SE +/- 0.12, N = 3SE +/- 0.05, N = 324.6724.18MIN: 24.13 / MAX: 33.33MIN: 23.92 / MAX: 24.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.04Ubuntu 21.10 22 Aug612182430Min: 24.49 / Avg: 24.67 / Max: 24.91Min: 24.11 / Avg: 24.18 / Max: 24.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.04Ubuntu 21.10 22 Aug510152025SE +/- 0.02, N = 3SE +/- 0.04, N = 321.5020.06MIN: 21.2 / MAX: 22.19MIN: 19.83 / MAX: 20.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.04Ubuntu 21.10 22 Aug510152025Min: 21.46 / Avg: 21.5 / Max: 21.53Min: 20.02 / Avg: 20.06 / Max: 20.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.04Ubuntu 21.10 22 Aug48121620SE +/- 0.15, N = 3SE +/- 0.07, N = 315.3014.40MIN: 14.69 / MAX: 16.09MIN: 13.77 / MAX: 40.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 15.01 / Avg: 15.3 / Max: 15.5Min: 14.33 / Avg: 14.4 / Max: 14.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.01, N = 3SE +/- 0.02, N = 39.809.09MIN: 9.69 / MAX: 10.3MIN: 8.99 / MAX: 9.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 9.78 / Avg: 9.8 / Max: 9.83Min: 9.06 / Avg: 9.09 / Max: 9.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.01, N = 3SE +/- 0.01, N = 36.786.68MIN: 6.72 / MAX: 11.2MIN: 6.62 / MAX: 7.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenetUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 6.77 / Avg: 6.78 / Max: 6.8Min: 6.67 / Avg: 6.68 / Max: 6.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug0.5311.0621.5932.1242.655SE +/- 0.00, N = 3SE +/- 0.01, N = 32.362.35MIN: 2.32 / MAX: 2.75MIN: 2.3 / MAX: 4.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 2.36 / Avg: 2.36 / Max: 2.36Min: 2.34 / Avg: 2.35 / Max: 2.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.04Ubuntu 21.10 22 Aug0.70651.4132.11952.8263.5325SE +/- 0.01, N = 3SE +/- 0.00, N = 33.143.08MIN: 3.09 / MAX: 3.71MIN: 3.03 / MAX: 3.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.13 / Avg: 3.14 / Max: 3.15Min: 3.08 / Avg: 3.08 / Max: 3.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetUbuntu 21.04Ubuntu 21.10 22 Aug0.54681.09361.64042.18722.734SE +/- 0.00, N = 3SE +/- 0.00, N = 32.432.41MIN: 2.4 / MAX: 3.46MIN: 2.37 / MAX: 2.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnetUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 2.43 / Avg: 2.43 / Max: 2.44Min: 2.41 / Avg: 2.41 / Max: 2.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0Ubuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.01, N = 3SE +/- 0.00, N = 36.416.32MIN: 6.25 / MAX: 10.33MIN: 6.17 / MAX: 6.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0Ubuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 6.4 / Avg: 6.41 / Max: 6.42Min: 6.32 / Avg: 6.32 / Max: 6.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceUbuntu 21.04Ubuntu 21.10 22 Aug0.3510.7021.0531.4041.755SE +/- 0.00, N = 3SE +/- 0.01, N = 31.561.56MIN: 1.53 / MAX: 2.91MIN: 1.52 / MAX: 9.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazefaceUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 1.55 / Avg: 1.56 / Max: 1.56Min: 1.54 / Avg: 1.56 / Max: 1.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetUbuntu 21.04Ubuntu 21.10 22 Aug0.9721.9442.9163.8884.86SE +/- 0.02, N = 3SE +/- 0.00, N = 34.324.22MIN: 4.27 / MAX: 11.23MIN: 4.2 / MAX: 4.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenetUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.3 / Avg: 4.32 / Max: 4.36Min: 4.22 / Avg: 4.22 / Max: 4.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16Ubuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.05, N = 3SE +/- 0.04, N = 313.1813.27MIN: 12.65 / MAX: 16.72MIN: 12.64 / MAX: 34.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg16Ubuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 13.09 / Avg: 13.18 / Max: 13.23Min: 13.2 / Avg: 13.27 / Max: 13.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18Ubuntu 21.04Ubuntu 21.10 22 Aug0.46130.92261.38391.84522.3065SE +/- 0.00, N = 3SE +/- 0.02, N = 32.022.05MIN: 1.97 / MAX: 2.37MIN: 1.94 / MAX: 2.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet18Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 2.03 / Avg: 2.05 / Max: 2.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetUbuntu 21.04Ubuntu 21.10 22 Aug1.16782.33563.50344.67125.839SE +/- 0.00, N = 3SE +/- 0.00, N = 35.195.16MIN: 4.95 / MAX: 9.27MIN: 4.92 / MAX: 9.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnetUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 5.18 / Avg: 5.19 / Max: 5.19Min: 5.16 / Avg: 5.16 / Max: 5.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50Ubuntu 21.04Ubuntu 21.10 22 Aug1.11382.22763.34144.45525.569SE +/- 0.01, N = 3SE +/- 0.02, N = 34.954.92MIN: 4.91 / MAX: 8.92MIN: 4.86 / MAX: 9.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50Ubuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.94 / Avg: 4.95 / Max: 4.96Min: 4.9 / Avg: 4.92 / Max: 4.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.01, N = 3SE +/- 0.01, N = 38.198.12MIN: 8.11 / MAX: 8.44MIN: 8.03 / MAX: 14.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tinyUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 8.18 / Avg: 8.19 / Max: 8.2Min: 8.1 / Avg: 8.12 / Max: 8.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mUbuntu 21.04Ubuntu 21.10 22 Aug0.74031.48062.22092.96123.7015SE +/- 0.00, N = 3SE +/- 0.01, N = 33.293.22MIN: 3.27 / MAX: 3.55MIN: 3.19 / MAX: 3.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400mUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 3.29 / Avg: 3.29 / Max: 3.3Min: 3.21 / Avg: 3.22 / Max: 3.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.04Ubuntu 21.10 22 Aug5001000150020002500SE +/- 4.26, N = 3SE +/- 9.10, N = 32455.202413.91MIN: 2400.72 / MAX: 2523.06MIN: 2348.17 / MAX: 2517.431. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.04Ubuntu 21.10 22 Aug400800120016002000Min: 2447.57 / Avg: 2455.2 / Max: 2462.3Min: 2396.51 / Avg: 2413.91 / Max: 2427.231. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 0.68, N = 3SE +/- 0.32, N = 3224.84227.85MIN: 221.09 / MAX: 239.09MIN: 225.18 / MAX: 255.151. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 223.6 / Avg: 224.84 / Max: 225.93Min: 227.35 / Avg: 227.84 / Max: 228.441. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.04Ubuntu 21.10 22 Aug1224364860SE +/- 0.25, N = 3SE +/- 0.17, N = 351.6051.45MIN: 51.01 / MAX: 52.22MIN: 51.19 / MAX: 51.991. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.04Ubuntu 21.10 22 Aug1020304050Min: 51.14 / Avg: 51.6 / Max: 51.99Min: 51.26 / Avg: 51.45 / Max: 51.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 0.41, N = 3SE +/- 0.09, N = 3213.95214.43MIN: 213.03 / MAX: 214.5MIN: 214.15 / MAX: 214.71. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 213.13 / Avg: 213.95 / Max: 214.37Min: 214.25 / Avg: 214.43 / Max: 214.531. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug510152025SE +/- 0.28, N = 3SE +/- 0.08, N = 321.0220.75
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug510152025Min: 20.55 / Avg: 21.02 / Max: 21.51Min: 20.59 / Avg: 20.75 / Max: 20.83

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug48121620SE +/- 0.07, N = 3SE +/- 0.07, N = 316.8917.10
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 16.78 / Avg: 16.89 / Max: 17.02Min: 16.96 / Avg: 17.1 / Max: 17.18

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.03, N = 3SE +/- 0.07, N = 38.408.23
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 8.36 / Avg: 8.4 / Max: 8.46Min: 8.09 / Avg: 8.23 / Max: 8.33

Basemark GPU

This is a benchmark of Basemark GPU. For this test profile to work, you must have a valid license/copy of BasemarkGPU in your Phoronix Test Suite download cache. This test profile simply automates the execution of BasemarkGPU and you must already have the Windows .zip or Linux .tar.gz in the download cache. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 1.68, N = 7SE +/- 1.58, N = 3178.51205.63MIN: 94.82 / MAX: 485.85MIN: 122.41 / MAX: 505.11
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 175.75 / Avg: 178.51 / Max: 187.57Min: 202.5 / Avg: 205.63 / Max: 207.58

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 387.7088.05MIN: 72.84 / MAX: 133.5MIN: 73.02 / MAX: 135.75
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 87.58 / Avg: 87.7 / Max: 87.82Min: 87.92 / Avg: 88.05 / Max: 88.22

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200SE +/- 0.07, N = 3SE +/- 0.65, N = 3190.54204.97MIN: 150.71 / MAX: 304.48MIN: 164.25 / MAX: 334.22
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 190.4 / Avg: 190.54 / Max: 190.61Min: 203.67 / Avg: 204.97 / Max: 205.73

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.22, N = 3SE +/- 0.07, N = 384.0687.67MIN: 68.16 / MAX: 113.39MIN: 73.33 / MAX: 118.26
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 83.64 / Avg: 84.06 / Max: 84.33Min: 87.59 / Avg: 87.67 / Max: 87.82

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400SE +/- 1.56, N = 3SE +/- 3.68, N = 15310.49348.51MIN: 156.2 / MAX: 865.15MIN: 61.64 / MAX: 1084.68
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug60120180240300Min: 307.36 / Avg: 310.49 / Max: 312.13Min: 331.73 / Avg: 348.51 / Max: 382.93

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 3.67, N = 15SE +/- 5.81, N = 14191.52237.42MIN: 84.09 / MAX: 1047.17MIN: 91.72 / MAX: 1087.25
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 184.26 / Avg: 191.52 / Max: 235.92Min: 220.27 / Avg: 237.42 / Max: 300.04

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug30060090012001500SE +/- 0.75, N = 3SE +/- 0.46, N = 31080.291164.61MIN: 442.75 / MAX: 1693.6MIN: 551.05 / MAX: 1891.91
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug2004006008001000Min: 1079.01 / Avg: 1080.29 / Max: 1081.61Min: 1163.79 / Avg: 1164.61 / Max: 1165.4

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug100200300400500SE +/- 0.63, N = 3SE +/- 0.22, N = 3441.19453.84MIN: 276.38 / MAX: 740.12MIN: 288.83 / MAX: 765.36
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400Min: 440.29 / Avg: 441.19 / Max: 442.41Min: 453.41 / Avg: 453.84 / Max: 454.11

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 21.04Ubuntu 21.10 22 Aug0.92931.85862.78793.71724.6465SE +/- 0.009, N = 3SE +/- 0.005, N = 34.1304.108
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 4.11 / Avg: 4.13 / Max: 4.14Min: 4.1 / Avg: 4.11 / Max: 4.12

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.04Ubuntu 21.10 22 Aug246810SE +/- 0.010, N = 3SE +/- 0.012, N = 38.6718.624
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.04Ubuntu 21.10 22 Aug3691215Min: 8.66 / Avg: 8.67 / Max: 8.69Min: 8.6 / Avg: 8.62 / Max: 8.64

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.08, N = 3SE +/- 0.06, N = 379.9880.34
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug1530456075Min: 79.87 / Avg: 79.98 / Max: 80.14Min: 80.27 / Avg: 80.34 / Max: 80.46

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 0.11, N = 3SE +/- 0.39, N = 3230.08232.07
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 229.9 / Avg: 230.08 / Max: 230.28Min: 231.32 / Avg: 232.07 / Max: 232.61

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.04, N = 3SE +/- 0.04, N = 3104.25104.89
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 104.17 / Avg: 104.25 / Max: 104.3Min: 104.81 / Avg: 104.89 / Max: 104.95

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug70140210280350SE +/- 0.35, N = 3SE +/- 0.22, N = 3297.60299.92
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250Min: 296.93 / Avg: 297.6 / Max: 298.11Min: 299.52 / Avg: 299.92 / Max: 300.29

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug60120180240300SE +/- 0.17, N = 3SE +/- 0.18, N = 3253.84254.63
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250Min: 253.54 / Avg: 253.84 / Max: 254.12Min: 254.27 / Avg: 254.63 / Max: 254.87

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 21.04Ubuntu 21.10 22 Aug160320480640800SE +/- 2.00, N = 3SE +/- 2.67, N = 3749736
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.04Ubuntu 21.10 22 Aug130260390520650Min: 745 / Avg: 749 / Max: 751Min: 733 / Avg: 735.67 / Max: 741

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.04Ubuntu 21.10 22 Aug4080120160200SE +/- 0.00, N = 3184183
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.04Ubuntu 21.10 22 Aug306090120150Min: 183 / Avg: 183 / Max: 183

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 0.58, N = 3SE +/- 0.00, N = 3233235
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 21.04Ubuntu 21.10 22 Aug4080120160200Min: 232 / Avg: 233 / Max: 234Min: 235 / Avg: 235 / Max: 235

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.13, N = 3SE +/- 0.18, N = 381.078.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 21.04Ubuntu 21.10 22 Aug1530456075Min: 80.7 / Avg: 80.97 / Max: 81.1Min: 78 / Avg: 78.27 / Max: 78.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.13, N = 3SE +/- 0.12, N = 382.381.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 21.04Ubuntu 21.10 22 Aug1632486480Min: 82.2 / Avg: 82.33 / Max: 82.6Min: 81.2 / Avg: 81.4 / Max: 81.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.04Ubuntu 21.10 22 Aug3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 312.512.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 12.5 / Avg: 12.53 / Max: 12.6Min: 12.5 / Avg: 12.53 / Max: 12.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400SE +/- 0.33, N = 3SE +/- 0.67, N = 3350346
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.04Ubuntu 21.10 22 Aug60120180240300Min: 349 / Avg: 349.67 / Max: 350Min: 345 / Avg: 345.67 / Max: 347

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.04Ubuntu 21.10 22 Aug48121620SE +/- 0.00, N = 3SE +/- 0.03, N = 317.517.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.04Ubuntu 21.10 22 Aug48121620Min: 17.5 / Avg: 17.5 / Max: 17.5Min: 17.2 / Avg: 17.27 / Max: 17.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.03, N = 3SE +/- 0.06, N = 376.377.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.04Ubuntu 21.10 22 Aug1530456075Min: 76.2 / Avg: 76.27 / Max: 76.3Min: 76.9 / Avg: 77 / Max: 77.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.04Ubuntu 21.10 22 Aug306090120150SE +/- 0.00, N = 3121122
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 122 / Avg: 122 / Max: 122

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.04Ubuntu 21.10 22 Aug1.30282.60563.90845.21126.514SE +/- 0.01, N = 3SE +/- 0.01, N = 35.765.79
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.04Ubuntu 21.10 22 Aug246810Min: 5.74 / Avg: 5.76 / Max: 5.78Min: 5.78 / Avg: 5.79 / Max: 5.81

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.04Ubuntu 21.10 22 Aug816243240SE +/- 0.06, N = 3SE +/- 0.00, N = 334.835.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.04Ubuntu 21.10 22 Aug816243240Min: 34.7 / Avg: 34.8 / Max: 34.9Min: 35.1 / Avg: 35.1 / Max: 35.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.04Ubuntu 21.10 22 Aug70140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 3320315
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.04Ubuntu 21.10 22 Aug60120180240300Min: 319 / Avg: 319.67 / Max: 320Min: 314 / Avg: 314.67 / Max: 315

Selenium

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

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 0.58, N = 3SE +/- 1.45, N = 31101101. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 109 / Avg: 110 / Max: 111Min: 107 / Avg: 109.67 / Max: 1121. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug20406080100SE +/- 1.01, N = 3SE +/- 0.57, N = 398.6699.111. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug20406080100Min: 96.71 / Avg: 98.66 / Max: 100.07Min: 98.07 / Avg: 99.11 / Max: 100.021. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 31341371. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug306090120150Min: 133 / Avg: 134 / Max: 135Min: 136 / Avg: 136.67 / Max: 1371. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug6001200180024003000SE +/- 6.69, N = 3SE +/- 6.77, N = 3284128391. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug5001000150020002500Min: 2833 / Avg: 2840.67 / Max: 2854Min: 2830 / Avg: 2838.67 / Max: 28521. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug612182430SE +/- 0.06, N = 3SE +/- 0.15, N = 324.524.61. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug612182430Min: 24.4 / Avg: 24.5 / Max: 24.6Min: 24.3 / Avg: 24.57 / Max: 24.81. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug60120180240300SE +/- 1.54, N = 3SE +/- 1.60, N = 3283.0285.71. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 22 Aug50100150200250Min: 280.5 / Avg: 282.97 / Max: 285.8Min: 282.5 / Avg: 285.7 / Max: 287.31. Ubuntu 21.04: firefox 91.0.12. Ubuntu 21.10 22 Aug: firefox 91.0

Chaos Group V-RAY

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

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.04Ubuntu 21.10 22 Aug5K10K15K20K25KSE +/- 294.80, N = 3SE +/- 211.00, N = 32149520984
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.04Ubuntu 21.10 22 Aug4K8K12K16K20KMin: 20907 / Avg: 21495.33 / Max: 21823Min: 20660 / Avg: 20983.67 / Max: 21380

115 Results Shown

GravityMark:
  1920 x 1080 - OpenGL
  1920 x 1080 - Vulkan
  3840 x 2160 - OpenGL
  3840 x 2160 - Vulkan
ET: Legacy
Tesseract:
  1920 x 1080
  3840 x 2160
Unvanquished
WireGuard + Linux Networking Stack Stress Test
Xmrig:
  Monero - 1M
  Wownero - 1M
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
VP9 libvpx Encoding:
  Speed 0 - Bosphorus 4K
  Speed 5 - Bosphorus 4K
Stockfish
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Mesa Compilation
Numpy Benchmark
DeepSpeech
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
G'MIC:
  2D Function Plotting, 1000 Times
  Plotting Isosurface Of A 3D Volume, 1000 Times
  3D Elevated Function In Rand Colors, 100 Times
Hugin
LibreOffice
OCRMyPDF
OpenSCAD:
  Pistol
  Retro Car
  Mini-ITX Case
  Projector Mount Swivel
  Leonardo Phone Case Slim
RawTherapee
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - regnety_400m
TNN:
  CPU - DenseNet
  CPU - MobileNet v2
  CPU - SqueezeNet v2
  CPU - SqueezeNet v1.1
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
  No - Inference - ResNet 50 - CPU
Basemark GPU:
  OpenGL - 1920 x 1080 - High
  OpenGL - 3840 x 2160 - High
  Vulkan - 1920 x 1080 - High
  Vulkan - 3840 x 2160 - High
  OpenGL - 1920 x 1080 - Medium
  OpenGL - 3840 x 2160 - Medium
  Vulkan - 1920 x 1080 - Medium
  Vulkan - 3840 x 2160 - Medium
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Selenium:
  StyleBench - Firefox
  Jetstream 2 - Firefox
  Speedometer - Firefox
  PSPDFKit WASM - Firefox
  WASM imageConvolute - Firefox
  WASM collisionDetection - Firefox
Chaos Group V-RAY

Ubuntu 21.04

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 21.04, Kernel: 5.11.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11 + Wayland, OpenGL: 4.6 Mesa 21.0.3 (LLVM 12.0.0), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 22 August 2021 09:57 by user phoronix.

Ubuntu 21.10 22 Aug

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 1000GB Sabrent Rocket 4.0 Plus, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 (2100/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.1.4 (LLVM 12.0.1), Vulkan: 1.2.168, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-M6DaQn/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201016
Python Notes: Python 3.9.6
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 22 August 2021 17:59 by user phoronix.