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

Early Ubuntu 21.10 Linux benchmarking by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2108238-TJ-2108227TJ34&sro.

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

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

Resolution: 1920 x 1080 - Renderer: OpenGL

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

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

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

GravityMark

Resolution: 3840 x 2160 - Renderer: OpenGL

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

GravityMark

Resolution: 3840 x 2160 - Renderer: Vulkan

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

ET: Legacy

Resolution: 3840 x 2160

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

Tesseract

Resolution: 1920 x 1080

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

Tesseract

Resolution: 3840 x 2160

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

Unvanquished

Resolution: 1920 x 1080 - Effects Quality: Ultra

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

WireGuard + Linux Networking Stack Stress Test

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

Xmrig

Variant: Monero - Hash Count: 1M

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

Xmrig

Variant: Wownero - Hash Count: 1M

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

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

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

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

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

Stockfish

Total Time

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

Timed LLVM Compilation

Build System: Ninja

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

Timed LLVM Compilation

Build System: Unix Makefiles

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

Timed Mesa Compilation

Time To Compile

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

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 21.04Ubuntu 21.10 22 Aug130260390520650SE +/- 3.14, N = 3SE +/- 2.97, N = 3539.11606.57

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.04Ubuntu 21.10 22 Aug1428425670SE +/- 0.52, N = 3SE +/- 0.40, N = 362.4361.81

ASTC Encoder

Preset: Medium

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

ASTC Encoder

Preset: Thorough

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

ASTC Encoder

Preset: Exhaustive

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

SQLite Speedtest

Timed Time - Size 1,000

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

Darktable

Test: Boat - Acceleration: CPU-only

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

Darktable

Test: Masskrug - Acceleration: CPU-only

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

Darktable

Test: Server Rack - Acceleration: CPU-only

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

Darktable

Test: Server Room - Acceleration: CPU-only

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

GIMP

Test: resize

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

GIMP

Test: rotate

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

GIMP

Test: auto-levels

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

GIMP

Test: unsharp-mask

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

G'MIC

Test: 2D Function Plotting, 1000 Times

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

G'MIC

Test: Plotting Isosurface Of A 3D Volume, 1000 Times

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

G'MIC

Test: 3D Elevated Function In Random Colors, 100 Times

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

Hugin

Panorama Photo Assistant + Stitching Time

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

LibreOffice

Test: 20 Documents To PDF

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)

OCRMyPDF

Processing 60 Page PDF Document

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

OpenSCAD

Render: Pistol

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

OpenSCAD

Render: Retro Car

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

OpenSCAD

Render: Mini-ITX Case

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

OpenSCAD

Render: Projector Mount Swivel

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

OpenSCAD

Render: Leonardo Phone Case Slim

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

RawTherapee

Total Benchmark Time

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.

NCNN

Target: CPU - Model: mobilenet

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

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

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

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

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

NCNN

Target: CPU - Model: shufflenet-v2

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

NCNN

Target: CPU - Model: mnasnet

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

NCNN

Target: CPU - Model: efficientnet-b0

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

NCNN

Target: CPU - Model: blazeface

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

NCNN

Target: CPU - Model: googlenet

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

NCNN

Target: CPU - Model: vgg16

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

NCNN

Target: CPU - Model: resnet18

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

NCNN

Target: CPU - Model: alexnet

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

NCNN

Target: CPU - Model: resnet50

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

NCNN

Target: CPU - Model: yolov4-tiny

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

NCNN

Target: CPU - Model: squeezenet_ssd

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

NCNN

Target: CPU - Model: regnety_400m

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

NCNN

Target: Vulkan GPU - Model: mobilenet

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

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

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

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

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

NCNN

Target: Vulkan GPU - Model: mnasnet

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

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

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

NCNN

Target: Vulkan GPU - Model: blazeface

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

NCNN

Target: Vulkan GPU - Model: googlenet

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

NCNN

Target: Vulkan GPU - Model: vgg16

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

NCNN

Target: Vulkan GPU - Model: resnet18

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

NCNN

Target: Vulkan GPU - Model: alexnet

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

NCNN

Target: Vulkan GPU - Model: resnet50

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

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

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

NCNN

Target: Vulkan GPU - Model: regnety_400m

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

TNN

Target: CPU - Model: DenseNet

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

TNN

Target: CPU - Model: MobileNet v2

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

TNN

Target: CPU - Model: SqueezeNet v2

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

TNN

Target: CPU - Model: SqueezeNet v1.1

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

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

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

Basemark GPU

Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: High

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

Basemark GPU

Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: High

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

Basemark GPU

Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: High

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

Basemark GPU

Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: High

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

Basemark GPU

Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: Medium

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

Basemark GPU

Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: Medium

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

Basemark GPU

Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: Medium

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

Basemark GPU

Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: Medium

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

IndigoBench

Acceleration: CPU - Scene: Bedroom

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

IndigoBench

Acceleration: CPU - Scene: Supercar

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

Blender

Blend File: BMW27 - Compute: CPU-Only

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

Blender

Blend File: Classroom - Compute: CPU-Only

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

Blender

Blend File: Fishy Cat - Compute: CPU-Only

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

Blender

Blend File: Barbershop - Compute: CPU-Only

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

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

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

PyBench

Total For Average Test Times

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

PyPerformance

Benchmark: go

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

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 21.04Ubuntu 21.10 22 Aug50100150200250SE +/- 0.58, N = 3SE +/- 0.00, N = 3233235

PyPerformance

Benchmark: chaos

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

PyPerformance

Benchmark: float

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

PyPerformance

Benchmark: pathlib

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

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.04Ubuntu 21.10 22 Aug80160240320400SE +/- 0.33, N = 3SE +/- 0.67, N = 3350346

PyPerformance

Benchmark: json_loads

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

PyPerformance

Benchmark: crypto_pyaes

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

PyPerformance

Benchmark: regex_compile

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

PyPerformance

Benchmark: python_startup

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

PyPerformance

Benchmark: django_template

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

PyPerformance

Benchmark: pickle_pure_python

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

Selenium

Benchmark: StyleBench - Browser: Firefox

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

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

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

Selenium

Benchmark: Speedometer - Browser: Firefox

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

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

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

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

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

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

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

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.04Ubuntu 21.10 22 Aug5K10K15K20K25KSE +/- 294.80, N = 3SE +/- 211.00, N = 32149520984

Phoronix Test Suite v10.8.4