Renoir Linux 5.11

Benchmarks by Michael Larabel looking at AMD CPU frequency invariance behavior with Linux 5.11... Tests on same system, same kernel config, etc.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101232-PTS-RENOIRLI89
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AV1 5 Tests
Web Browsers 1 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 6 Tests
CPU Massive 7 Tests
Creator Workloads 13 Tests
Desktop Graphics 3 Tests
Encoding 7 Tests
Game Development 4 Tests
HPC - High Performance Computing 5 Tests
Imaging 3 Tests
Machine Learning 5 Tests
Multi-Core 12 Tests
NVIDIA GPU Compute 2 Tests
Programmer / Developer System Benchmarks 3 Tests
Python Tests 3 Tests
Server CPU Tests 6 Tests
Texture Compression 2 Tests
Video Encoding 7 Tests

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Linux 5.10
January 22
  9 Hours, 35 Minutes
Linux 5.11
January 23
  7 Hours, 45 Minutes
Linux 5.11 Patched
January 22
  7 Hours, 28 Minutes
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  8 Hours, 16 Minutes

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Renoir Linux 5.11OpenBenchmarking.orgPhoronix Test Suite 10.4.0AMD Ryzen 5 4500U @ 2.38GHz (6 Cores)LENOVO LNVNB161216 (EECN20WW BIOS)AMD Renoir Root Complex16GB256GB SK hynix HFM256GDHTNI-87A0BAMD Renoir 512MB (1500/400MHz)AMD Device 1637Realtek RTL8822CE 802.11ac PCIeUbuntu 20.105.10.9-051009-generic (x86_64)5.11.0-051100rc4daily20210122-generic (x86_64) 202101215.11.0-rc4-max-boost-inv-patch (x86_64) 20210121GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 21.0.0-devel (git-448e603 2020-12-21 groovy-oibaf-ppa) (LLVM 11.0.0)1.2.145GCC 10.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionRenoir Linux 5.11 BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8600102- GLAMOR- Python 3.8.6- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.10Linux 5.11Linux 5.11 PatchedResult OverviewPhoronix Test Suite 10.4.0100%111%121%132%142%NCNNOpenArenaTesseractUnigine SuperpositionIntel Open Image DenoiseWarsowASTC EncoderTimed Linux Kernel CompilationTimed Godot Game Engine CompilationONNX RuntimeMobile Neural NetworkBuild2x264TensorFlow LiteXonoticSVT-AV1ET: Legacyyquake2RawTherapeex265Basemark GPUlibavif avifencGraphicsMagickAOM AV1dav1dSeleniumrav1eTNNNumpy BenchmarkEtcpakFinanceBench

Renoir Linux 5.11etlegacy: Renderer2 - 1920 x 1080openarena: 1920 x 1080tesseract: 1920 x 1080unigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLwarsow: 1920 x 1080xonotic: 1920 x 1080 - Lowxonotic: 1920 x 1080 - Highxonotic: 1920 x 1080 - Ultraxonotic: 1920 x 1080 - Ultimateyquake2: OpenGL 3.x - 1920 x 1080etcpak: ETC1etcpak: ETC2etcpak: ETC1 + Ditheringgraphics-magick: Rotategraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: HWB Color Spacedav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimerav1e: 6rav1e: 10svt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080px264: H.264 Video Encodingx265: Bosphorus 4Kx265: Bosphorus 1080poidn: Memorialavifenc: 8avifenc: 10build-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild2: Time To Compilenumpy: financebench: Repo OpenMPfinancebench: Bonds OpenMPfinancebench: Monte-Carlo OpenMPtensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Thoroughastcenc: Exhaustiverawtherapee: Total Benchmark Timemnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: inception-v3ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - regnety_400mtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1basemark: OpenGL - 1920 x 1080 - Highbasemark: Vulkan - 1920 x 1080 - Highbasemark: OpenGL - 1920 x 1080 - Mediumbasemark: Vulkan - 1920 x 1080 - Mediumonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUselenium: Kraken - Firefoxselenium: Octane - Firefoxselenium: CanvasMark - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: Octane - Google Chromeselenium: CanvasMark - Google Chromeselenium: StyleBench - Google Chromeselenium: Jetstream 2 - Google Chromeselenium: Speedometer - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched130.3106.785.7503918.7110.8235.1506386188.0103181162.8344170119.8990422691.7287.206167.697264.104610129664759274.3887.52269.3679.8814.933.3128.801.3522.6801.52911.77450.437.3533.975.046.7276.185295.288178.461304.200263.1553500.09765675970.52604245363.8828122924644155853248290195751197495374546052.99437.1486.2137.14532.83236.56735.4913.5412.4518.5712.4019.9743.86107.0718.1365.1545.1732.13250.582254.98718.5821.6674.1393.721672034031981234.517196862560.162.79370.9462661189934.30114.56610929.3401.531.0315307.6215139.6128.096.9235121.2127.7251.8671356201.8077707174.4684268131.8705133723.0287.264167.589263.830619116590798277.0981.71265.9079.7014.853.2731.051.3372.6831.35910.81645.226.9631.214.217.0716.437334.785202.779341.416264.2758479.89322983893.69270846553.4427083272994673043260688220306223796425666359.85500.7493.0198.12336.36341.33330.278.727.209.096.5312.2427.69114.0718.7454.2145.7416.25251.815255.53920.5422.3473.60105.881943313728441240.417099846161.163.94469.2460471110333.4113.65310529.3402.731.1758307.8407141.9146.5105.184422.6129.5281.1558675203.7325518174.3173175130.7341129746.7286.866167.309263.959618115591792275.0582.05264.5380.5014.853.2631.201.3412.7011.35610.86145.547.0131.064.246.9636.299331.925200.429339.606264.4258056.99088583771.81250046156.5950523261404666350259743219605222899424230759.96499.5892.7458.11136.06041.01130.208.527.829.126.8211.9326.92113.8318.7753.6745.6415.74251.410254.79220.4422.2873.77102.831953373728621231.017117968364.064.00769.9462211141933.8115.32310629.4401.931.2270307.563OpenBenchmarking.org

ET: Legacy

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

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.47, N = 3SE +/- 0.70, N = 3SE +/- 0.36, N = 3130.3139.6141.9
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched306090120150Min: 129.7 / Avg: 130.27 / Max: 131.2Min: 138.8 / Avg: 139.6 / Max: 141Min: 141.2 / Avg: 141.9 / Max: 142.4

OpenArena

This is a test of OpenArena, a popular open-source first-person shooter. This game is based upon ioquake3, which in turn uses the GPL version of id Software's Quake 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterOpenArena 0.8.8Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.55, N = 3SE +/- 1.37, N = 3SE +/- 1.41, N = 15106.7128.0146.5MIN: 2MIN: 2MIN: 2
OpenBenchmarking.orgFrames Per Second, More Is BetterOpenArena 0.8.8Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched306090120150Min: 105.6 / Avg: 106.7 / Max: 107.3Min: 125.3 / Avg: 128 / Max: 129.8Min: 135.2 / Avg: 146.49 / Max: 154

OpenBenchmarking.orgMilliseconds, Fewer Is BetterOpenArena 0.8.8Resolution: 1920 x 1080 - Total Frame TimeLinux 5.10Linux 5.11Linux 5.11 Patched918273645Min: 2 / Avg: 9.24 / Max: 44Min: 2 / Avg: 7.91 / Max: 42Min: 2 / Avg: 7.13 / Max: 30

Tesseract

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

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 0.40, N = 3SE +/- 0.82, N = 3SE +/- 0.14, N = 385.7596.92105.18
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 85.05 / Avg: 85.75 / Max: 86.43Min: 95.99 / Avg: 96.92 / Max: 98.55Min: 104.95 / Avg: 105.18 / Max: 105.44

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLLinux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 318.721.222.6MAX: 26.8MAX: 29.5MAX: 30.3
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLLinux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 18.6 / Avg: 18.7 / Max: 18.8Min: 20.8 / Avg: 21.23 / Max: 21.7Min: 22.4 / Avg: 22.6 / Max: 22.8

Warsow

This is a benchmark of Warsow, a popular open-source first-person shooter. This game uses the QFusion engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 1.45, N = 3SE +/- 1.59, N = 3SE +/- 1.74, N = 4110.8127.7129.5
OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 109.3 / Avg: 110.8 / Max: 113.7Min: 125.6 / Avg: 127.67 / Max: 130.8Min: 124.3 / Avg: 129.5 / Max: 131.6

Xonotic

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

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: LowLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 2.29, N = 3SE +/- 2.70, N = 15SE +/- 0.96, N = 3235.15251.87281.16MIN: 105 / MAX: 602MIN: 99 / MAX: 613MIN: 163 / MAX: 557
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: LowLinux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 230.77 / Avg: 235.15 / Max: 238.51Min: 238.99 / Avg: 251.87 / Max: 276.65Min: 279.41 / Avg: 281.16 / Max: 282.72

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: HighLinux 5.10Linux 5.11Linux 5.11 Patched4080120160200SE +/- 2.83, N = 3SE +/- 1.22, N = 3SE +/- 0.58, N = 3188.01201.81203.73MIN: 93 / MAX: 292MIN: 115 / MAX: 313MIN: 122 / MAX: 309
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: HighLinux 5.10Linux 5.11Linux 5.11 Patched4080120160200Min: 182.82 / Avg: 188.01 / Max: 192.57Min: 200.26 / Avg: 201.81 / Max: 204.21Min: 202.87 / Avg: 203.73 / Max: 204.83

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltraLinux 5.10Linux 5.11Linux 5.11 Patched4080120160200SE +/- 1.83, N = 3SE +/- 0.31, N = 3SE +/- 0.56, N = 3162.83174.47174.32MIN: 79 / MAX: 267MIN: 92 / MAX: 272MIN: 114 / MAX: 265
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltraLinux 5.10Linux 5.11Linux 5.11 Patched306090120150Min: 159.92 / Avg: 162.83 / Max: 166.21Min: 173.86 / Avg: 174.47 / Max: 174.86Min: 173.42 / Avg: 174.32 / Max: 175.34

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltimateLinux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.33, N = 3SE +/- 0.25, N = 3SE +/- 0.54, N = 3119.90131.87130.73MIN: 36 / MAX: 226MIN: 35 / MAX: 235MIN: 37 / MAX: 231
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1080 - Effects Quality: UltimateLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 119.36 / Avg: 119.9 / Max: 120.51Min: 131.45 / Avg: 131.87 / Max: 132.3Min: 129.71 / Avg: 130.73 / Max: 131.53

yquake2

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

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched160320480640800SE +/- 8.25, N = 6SE +/- 8.48, N = 15SE +/- 10.53, N = 15691.7723.0746.71. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Linux 5.10Linux 5.11Linux 5.11 Patched130260390520650Min: 669.5 / Avg: 691.68 / Max: 723.9Min: 668.1 / Avg: 722.97 / Max: 795Min: 686.2 / Avg: 746.73 / Max: 812.31. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Linux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.66, N = 3287.21287.26286.871. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Linux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 286.81 / Avg: 287.21 / Max: 287.92Min: 286.84 / Avg: 287.26 / Max: 287.89Min: 285.59 / Avg: 286.87 / Max: 287.781. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Linux 5.10Linux 5.11Linux 5.11 Patched4080120160200SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3167.70167.59167.311. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Linux 5.10Linux 5.11Linux 5.11 Patched306090120150Min: 167.69 / Avg: 167.7 / Max: 167.71Min: 167.56 / Avg: 167.59 / Max: 167.63Min: 167.12 / Avg: 167.31 / Max: 167.461. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.09, N = 3264.10263.83263.961. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringLinux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 263.95 / Avg: 264.1 / Max: 264.28Min: 262.97 / Avg: 263.83 / Max: 264.31Min: 263.79 / Avg: 263.96 / Max: 264.11. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateLinux 5.10Linux 5.11Linux 5.11 Patched130260390520650SE +/- 2.19, N = 3SE +/- 1.20, N = 36106196181. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateLinux 5.10Linux 5.11Linux 5.11 Patched110220330440550Min: 606 / Avg: 610.33 / Max: 613Min: 617 / Avg: 619.33 / Max: 6211. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedLinux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 31291161151. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 129 / Avg: 129.33 / Max: 130Min: 115 / Avg: 116.33 / Max: 118Min: 114 / Avg: 115.33 / Max: 1171. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingLinux 5.10Linux 5.11Linux 5.11 Patched140280420560700SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 2.08, N = 36645905911. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingLinux 5.10Linux 5.11Linux 5.11 Patched120240360480600Min: 661 / Avg: 663.67 / Max: 666Min: 586 / Avg: 590 / Max: 596Min: 588 / Avg: 591 / Max: 5951. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceLinux 5.10Linux 5.11Linux 5.11 Patched2004006008001000SE +/- 2.33, N = 3SE +/- 4.51, N = 37597987921. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceLinux 5.10Linux 5.11Linux 5.11 Patched140280420560700Min: 754 / Avg: 758.67 / Max: 761Min: 787 / Avg: 792 / Max: 8011. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lzstd -lm -lpthread

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080pLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 1.10, N = 3SE +/- 0.94, N = 3SE +/- 0.79, N = 3274.38277.09275.05MIN: 213.83 / MAX: 434.9MIN: 208.64 / MAX: 460.43MIN: 207.9 / MAX: 440.771. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080pLinux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 273.22 / Avg: 274.38 / Max: 276.59Min: 275.46 / Avg: 277.09 / Max: 278.72Min: 273.54 / Avg: 275.05 / Max: 276.21. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4KLinux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 387.5281.7182.05MIN: 82.88 / MAX: 97.99MIN: 76.37 / MAX: 94.06MIN: 76.84 / MAX: 94.511. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4KLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 87.28 / Avg: 87.52 / Max: 87.66Min: 81.49 / Avg: 81.71 / Max: 81.88Min: 81.82 / Avg: 82.05 / Max: 82.391. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080pLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 1.54, N = 3SE +/- 0.50, N = 3SE +/- 1.27, N = 3269.36265.90264.53MIN: 243.77 / MAX: 292.62MIN: 247.05 / MAX: 289.16MIN: 232.9 / MAX: 288.431. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080pLinux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 267.32 / Avg: 269.36 / Max: 272.39Min: 264.95 / Avg: 265.9 / Max: 266.63Min: 262.14 / Avg: 264.53 / Max: 266.471. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitLinux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 379.8879.7080.50MIN: 53.49 / MAX: 181.26MIN: 53.47 / MAX: 182.07MIN: 54.47 / MAX: 187.871. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitLinux 5.10Linux 5.11Linux 5.11 Patched1530456075Min: 79.56 / Avg: 79.88 / Max: 80.4Min: 79.46 / Avg: 79.7 / Max: 80.17Min: 80.26 / Avg: 80.5 / Max: 80.671. (CC) gcc options: -pthread

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.10Linux 5.11Linux 5.11 Patched48121620SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 314.9314.8514.851. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.10Linux 5.11Linux 5.11 Patched48121620Min: 14.59 / Avg: 14.93 / Max: 15.16Min: 14.77 / Avg: 14.85 / Max: 14.99Min: 14.73 / Avg: 14.85 / Max: 14.931. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.10Linux 5.11Linux 5.11 Patched0.74481.48962.23442.97923.724SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.313.273.261. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.10Linux 5.11Linux 5.11 Patched246810Min: 3.3 / Avg: 3.31 / Max: 3.31Min: 3.27 / Avg: 3.27 / Max: 3.28Min: 3.24 / Avg: 3.26 / Max: 3.281. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.10Linux 5.11Linux 5.11 Patched714212835SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 328.8031.0531.201. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 28.39 / Avg: 28.8 / Max: 29.42Min: 30.76 / Avg: 31.05 / Max: 31.31Min: 31.1 / Avg: 31.2 / Max: 31.331. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6Linux 5.10Linux 5.11Linux 5.11 Patched0.30420.60840.91261.21681.521SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.008, N = 31.3521.3371.341
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6Linux 5.10Linux 5.11Linux 5.11 Patched246810Min: 1.33 / Avg: 1.35 / Max: 1.36Min: 1.33 / Avg: 1.34 / Max: 1.35Min: 1.33 / Avg: 1.34 / Max: 1.35

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Linux 5.10Linux 5.11Linux 5.11 Patched0.60771.21541.82312.43083.0385SE +/- 0.010, N = 3SE +/- 0.036, N = 3SE +/- 0.013, N = 32.6802.6832.701
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Linux 5.10Linux 5.11Linux 5.11 Patched246810Min: 2.67 / Avg: 2.68 / Max: 2.7Min: 2.62 / Avg: 2.68 / Max: 2.74Min: 2.68 / Avg: 2.7 / Max: 2.72

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.10Linux 5.11Linux 5.11 Patched0.3440.6881.0321.3761.72SE +/- 0.001, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 31.5291.3591.3561. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.10Linux 5.11Linux 5.11 Patched246810Min: 1.53 / Avg: 1.53 / Max: 1.53Min: 1.35 / Avg: 1.36 / Max: 1.37Min: 1.35 / Avg: 1.36 / Max: 1.371. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.10Linux 5.11Linux 5.11 Patched3691215SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 311.7710.8210.861. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.10Linux 5.11Linux 5.11 Patched3691215Min: 11.77 / Avg: 11.77 / Max: 11.78Min: 10.79 / Avg: 10.82 / Max: 10.87Min: 10.79 / Avg: 10.86 / Max: 10.921. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

x264

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingLinux 5.10Linux 5.11Linux 5.11 Patched1122334455SE +/- 0.52, N = 3SE +/- 0.46, N = 3SE +/- 0.45, N = 350.4345.2245.541. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingLinux 5.10Linux 5.11Linux 5.11 Patched1020304050Min: 49.42 / Avg: 50.43 / Max: 51.11Min: 44.32 / Avg: 45.22 / Max: 45.82Min: 44.66 / Avg: 45.54 / Max: 46.11. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.10Linux 5.11Linux 5.11 Patched246810SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 37.356.967.011. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.10Linux 5.11Linux 5.11 Patched3691215Min: 7.31 / Avg: 7.35 / Max: 7.38Min: 6.92 / Avg: 6.96 / Max: 7.04Min: 6.95 / Avg: 7.01 / Max: 7.081. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.10Linux 5.11Linux 5.11 Patched816243240SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 333.9731.2131.061. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 33.84 / Avg: 33.97 / Max: 34.03Min: 31.07 / Avg: 31.21 / Max: 31.41Min: 30.69 / Avg: 31.06 / Max: 31.461. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.10Linux 5.11Linux 5.11 Patched1.1342.2683.4024.5365.67SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.044.214.24
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.10Linux 5.11Linux 5.11 Patched246810Min: 5.03 / Avg: 5.04 / Max: 5.08Min: 4.2 / Avg: 4.21 / Max: 4.24Min: 4.22 / Avg: 4.24 / Max: 4.26

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.10Linux 5.11Linux 5.11 Patched246810SE +/- 0.062, N = 3SE +/- 0.032, N = 3SE +/- 0.051, N = 36.7277.0716.9631. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.10Linux 5.11Linux 5.11 Patched3691215Min: 6.66 / Avg: 6.73 / Max: 6.85Min: 7.04 / Avg: 7.07 / Max: 7.13Min: 6.9 / Avg: 6.96 / Max: 7.061. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.10Linux 5.11Linux 5.11 Patched246810SE +/- 0.011, N = 3SE +/- 0.001, N = 3SE +/- 0.014, N = 36.1856.4376.2991. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.10Linux 5.11Linux 5.11 Patched3691215Min: 6.17 / Avg: 6.19 / Max: 6.21Min: 6.44 / Avg: 6.44 / Max: 6.44Min: 6.27 / Avg: 6.3 / Max: 6.321. (CXX) g++ options: -O3 -fPIC

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched70140210280350SE +/- 0.66, N = 3SE +/- 1.69, N = 3SE +/- 2.04, N = 3295.29334.79331.93
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300Min: 294.03 / Avg: 295.29 / Max: 296.28Min: 331.59 / Avg: 334.78 / Max: 337.33Min: 328.01 / Avg: 331.93 / Max: 334.88

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched4080120160200SE +/- 0.62, N = 3SE +/- 0.18, N = 3SE +/- 0.50, N = 3178.46202.78200.43
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched4080120160200Min: 177.44 / Avg: 178.46 / Max: 179.58Min: 202.59 / Avg: 202.78 / Max: 203.15Min: 199.51 / Avg: 200.43 / Max: 201.25

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched70140210280350SE +/- 1.25, N = 3SE +/- 1.24, N = 3SE +/- 1.57, N = 3304.20341.42339.61
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300Min: 301.71 / Avg: 304.2 / Max: 305.66Min: 339.79 / Avg: 341.42 / Max: 343.86Min: 336.84 / Avg: 339.61 / Max: 342.27

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 BenchmarkLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 0.38, N = 3SE +/- 1.02, N = 3SE +/- 0.38, N = 3263.15264.27264.42
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkLinux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 262.39 / Avg: 263.15 / Max: 263.63Min: 263.04 / Avg: 264.27 / Max: 266.29Min: 263.65 / Avg: 264.42 / Max: 264.85

FinanceBench

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched13K26K39K52K65KSE +/- 111.73, N = 3SE +/- 180.46, N = 3SE +/- 491.48, N = 353500.1058479.8958056.991. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched10K20K30K40K50KMin: 53387.53 / Avg: 53500.1 / Max: 53723.56Min: 58127.9 / Avg: 58479.89 / Max: 58724.98Min: 57075.23 / Avg: 58056.99 / Max: 58589.941. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched20K40K60K80K100KSE +/- 389.76, N = 3SE +/- 260.41, N = 3SE +/- 83.05, N = 375970.5383893.6983771.811. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched15K30K45K60K75KMin: 75260.9 / Avg: 75970.53 / Max: 76604.74Min: 83434.06 / Avg: 83893.69 / Max: 84335.64Min: 83623.88 / Avg: 83771.81 / Max: 83911.211. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched10K20K30K40K50KSE +/- 20.20, N = 3SE +/- 170.01, N = 3SE +/- 300.50, N = 345363.8846553.4446156.601. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Monte-Carlo OpenMPLinux 5.10Linux 5.11Linux 5.11 Patched8K16K24K32K40KMin: 45324.68 / Avg: 45363.88 / Max: 45391.93Min: 46213.92 / Avg: 46553.44 / Max: 46739.13Min: 45567.27 / Avg: 46156.6 / Max: 46553.351. (CXX) g++ options: -O3 -march=native -fopenmp

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.10Linux 5.11Linux 5.11 Patched70K140K210K280K350KSE +/- 647.96, N = 3SE +/- 822.98, N = 3SE +/- 958.60, N = 3292464327299326140
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.10Linux 5.11Linux 5.11 Patched60K120K180K240K300KMin: 291171 / Avg: 292464.33 / Max: 293182Min: 325810 / Avg: 327299 / Max: 328651Min: 324230 / Avg: 326140.33 / Max: 327236

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10Linux 5.11Linux 5.11 Patched1000K2000K3000K4000K5000KSE +/- 8031.89, N = 3SE +/- 13872.92, N = 3SE +/- 14451.47, N = 3415585346730434666350
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10Linux 5.11Linux 5.11 Patched800K1600K2400K3200K4000KMin: 4141820 / Avg: 4155853.33 / Max: 4169640Min: 4647710 / Avg: 4673043.33 / Max: 4695510Min: 4638890 / Avg: 4666350 / Max: 4687890

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.10Linux 5.11Linux 5.11 Patched60K120K180K240K300KSE +/- 2025.29, N = 3SE +/- 606.01, N = 3SE +/- 225.72, N = 3248290260688259743
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.10Linux 5.11Linux 5.11 Patched50K100K150K200K250KMin: 245129 / Avg: 248290 / Max: 252064Min: 259846 / Avg: 260688 / Max: 261864Min: 259430 / Avg: 259742.67 / Max: 260181

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10Linux 5.11Linux 5.11 Patched50K100K150K200K250KSE +/- 778.30, N = 3SE +/- 469.45, N = 3SE +/- 486.17, N = 3195751220306219605
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10Linux 5.11Linux 5.11 Patched40K80K120K160K200KMin: 194467 / Avg: 195750.67 / Max: 197155Min: 219401 / Avg: 220306 / Max: 220975Min: 218641 / Avg: 219605 / Max: 220197

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10Linux 5.11Linux 5.11 Patched50K100K150K200K250KSE +/- 196.56, N = 3SE +/- 595.93, N = 3SE +/- 702.60, N = 3197495223796222899
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10Linux 5.11Linux 5.11 Patched40K80K120K160K200KMin: 197105 / Avg: 197495.33 / Max: 197731Min: 222613 / Avg: 223795.67 / Max: 224515Min: 221522 / Avg: 222898.67 / Max: 223831

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.10Linux 5.11Linux 5.11 Patched900K1800K2700K3600K4500KSE +/- 6512.94, N = 3SE +/- 10655.74, N = 3SE +/- 12727.58, N = 3374546042566634242307
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.10Linux 5.11Linux 5.11 Patched700K1400K2100K2800K3500KMin: 3732690 / Avg: 3745460 / Max: 3754070Min: 4235800 / Avg: 4256663.33 / Max: 4270860Min: 4217320 / Avg: 4242306.67 / Max: 4259010

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.10Linux 5.11Linux 5.11 Patched1326395265SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 352.9959.8559.961. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.10Linux 5.11Linux 5.11 Patched1224364860Min: 52.87 / Avg: 52.99 / Max: 53.09Min: 59.76 / Avg: 59.85 / Max: 59.91Min: 59.7 / Avg: 59.96 / Max: 60.241. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10Linux 5.11Linux 5.11 Patched110220330440550SE +/- 1.16, N = 3SE +/- 0.71, N = 3SE +/- 0.53, N = 3437.14500.74499.581. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10Linux 5.11Linux 5.11 Patched90180270360450Min: 435.1 / Avg: 437.14 / Max: 439.1Min: 499.36 / Avg: 500.74 / Max: 501.7Min: 498.53 / Avg: 499.58 / Max: 500.181. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

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 TimeLinux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 386.2193.0292.751. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 86.1 / Avg: 86.21 / Max: 86.4Min: 92.61 / Avg: 93.02 / Max: 93.49Min: 92.5 / Avg: 92.75 / Max: 92.961. RawTherapee, version 5.8, command line.

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Linux 5.10Linux 5.11Linux 5.11 Patched246810SE +/- 0.028, N = 3SE +/- 0.055, N = 3SE +/- 0.076, N = 37.1458.1238.111MIN: 6.68 / MAX: 24.03MIN: 6.98 / MAX: 24.43MIN: 6.99 / MAX: 20.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Linux 5.10Linux 5.11Linux 5.11 Patched3691215Min: 7.09 / Avg: 7.15 / Max: 7.18Min: 8.02 / Avg: 8.12 / Max: 8.2Min: 7.97 / Avg: 8.11 / Max: 8.241. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Linux 5.10Linux 5.11Linux 5.11 Patched816243240SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.40, N = 332.8336.3636.06MIN: 30.76 / MAX: 72.09MIN: 34.58 / MAX: 64.33MIN: 33.4 / MAX: 72.951. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Linux 5.10Linux 5.11Linux 5.11 Patched816243240Min: 32.74 / Avg: 32.83 / Max: 32.96Min: 35.86 / Avg: 36.36 / Max: 36.77Min: 35.32 / Avg: 36.06 / Max: 36.671. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Linux 5.10Linux 5.11Linux 5.11 Patched918273645SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 336.5741.3341.01MIN: 33.95 / MAX: 93.77MIN: 38.05 / MAX: 78.53MIN: 37.82 / MAX: 60.661. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Linux 5.10Linux 5.11Linux 5.11 Patched918273645Min: 36.5 / Avg: 36.57 / Max: 36.65Min: 40.67 / Avg: 41.33 / Max: 41.76Min: 40.67 / Avg: 41.01 / Max: 41.211. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.10Linux 5.11Linux 5.11 Patched816243240SE +/- 1.02, N = 9SE +/- 0.14, N = 3SE +/- 0.04, N = 335.4930.2730.20MIN: 24.94 / MAX: 83.96MIN: 27.9 / MAX: 67.26MIN: 27.85 / MAX: 84.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.10Linux 5.11Linux 5.11 Patched816243240Min: 31.72 / Avg: 35.49 / Max: 40.68Min: 30.1 / Avg: 30.27 / Max: 30.55Min: 30.15 / Avg: 30.2 / Max: 30.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.10Linux 5.11Linux 5.11 Patched3691215SE +/- 0.14, N = 9SE +/- 0.23, N = 3SE +/- 0.21, N = 313.548.728.52MIN: 6.94 / MAX: 25.97MIN: 7.06 / MAX: 28.28MIN: 7.11 / MAX: 27.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.10Linux 5.11Linux 5.11 Patched48121620Min: 12.72 / Avg: 13.54 / Max: 14.06Min: 8.34 / Avg: 8.72 / Max: 9.14Min: 8.27 / Avg: 8.52 / Max: 8.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.10Linux 5.11Linux 5.11 Patched3691215SE +/- 0.02, N = 9SE +/- 0.28, N = 2SE +/- 0.13, N = 312.457.207.82MIN: 5.93 / MAX: 25.18MIN: 6.1 / MAX: 25.9MIN: 6.1 / MAX: 47.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.10Linux 5.11Linux 5.11 Patched48121620Min: 12.3 / Avg: 12.45 / Max: 12.54Min: 6.92 / Avg: 7.2 / Max: 7.47Min: 7.61 / Avg: 7.82 / Max: 8.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.10, N = 9SE +/- 0.25, N = 3SE +/- 0.26, N = 318.579.099.12MIN: 7.22 / MAX: 56.76MIN: 7.36 / MAX: 59.32MIN: 7.33 / MAX: 30.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 18.02 / Avg: 18.57 / Max: 18.87Min: 8.74 / Avg: 9.09 / Max: 9.58Min: 8.63 / Avg: 9.12 / Max: 9.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.10Linux 5.11Linux 5.11 Patched3691215SE +/- 0.07, N = 9SE +/- 0.05, N = 3SE +/- 0.36, N = 312.406.536.82MIN: 5.5 / MAX: 34.62MIN: 5.76 / MAX: 24.87MIN: 5.53 / MAX: 44.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.10Linux 5.11Linux 5.11 Patched48121620Min: 12.12 / Avg: 12.4 / Max: 12.66Min: 6.46 / Avg: 6.53 / Max: 6.63Min: 6.35 / Avg: 6.82 / Max: 7.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.10, N = 9SE +/- 0.02, N = 3SE +/- 0.16, N = 319.9712.2411.93MIN: 9.42 / MAX: 59.02MIN: 9.73 / MAX: 54.19MIN: 9.41 / MAX: 31.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 19.44 / Avg: 19.97 / Max: 20.35Min: 12.2 / Avg: 12.24 / Max: 12.27Min: 11.74 / Avg: 11.93 / Max: 12.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.10Linux 5.11Linux 5.11 Patched1020304050SE +/- 0.28, N = 9SE +/- 0.17, N = 3SE +/- 0.30, N = 343.8627.6926.92MIN: 22.89 / MAX: 69.96MIN: 24.68 / MAX: 67.34MIN: 24.31 / MAX: 56.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.10Linux 5.11Linux 5.11 Patched918273645Min: 42.58 / Avg: 43.86 / Max: 45.36Min: 27.45 / Avg: 27.69 / Max: 28.02Min: 26.33 / Avg: 26.92 / Max: 27.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 0.05, N = 9SE +/- 0.32, N = 3SE +/- 0.43, N = 3107.07114.07113.83MIN: 105.29 / MAX: 141.53MIN: 111.46 / MAX: 143.31MIN: 110.96 / MAX: 136.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 106.81 / Avg: 107.07 / Max: 107.31Min: 113.65 / Avg: 114.07 / Max: 114.69Min: 113.21 / Avg: 113.83 / Max: 114.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.37, N = 9SE +/- 0.01, N = 3SE +/- 0.14, N = 318.1318.7418.77MIN: 16.35 / MAX: 74.1MIN: 17.93 / MAX: 28.78MIN: 17.85 / MAX: 47.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 16.9 / Avg: 18.13 / Max: 19.64Min: 18.71 / Avg: 18.74 / Max: 18.75Min: 18.57 / Avg: 18.77 / Max: 19.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.10Linux 5.11Linux 5.11 Patched1530456075SE +/- 0.82, N = 9SE +/- 0.55, N = 3SE +/- 0.45, N = 365.1554.2153.67MIN: 43.51 / MAX: 118.62MIN: 48.37 / MAX: 90.96MIN: 48.17 / MAX: 89.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.10Linux 5.11Linux 5.11 Patched1326395265Min: 61.79 / Avg: 65.15 / Max: 69.44Min: 53.42 / Avg: 54.21 / Max: 55.27Min: 52.87 / Avg: 53.67 / Max: 54.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.10Linux 5.11Linux 5.11 Patched1020304050SE +/- 0.34, N = 9SE +/- 0.22, N = 3SE +/- 0.60, N = 345.1745.7445.64MIN: 40.12 / MAX: 98.52MIN: 43.39 / MAX: 67.48MIN: 43.97 / MAX: 67.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.10Linux 5.11Linux 5.11 Patched918273645Min: 43.65 / Avg: 45.17 / Max: 46.88Min: 45.44 / Avg: 45.74 / Max: 46.18Min: 44.97 / Avg: 45.64 / Max: 46.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.10Linux 5.11Linux 5.11 Patched714212835SE +/- 0.10, N = 9SE +/- 0.12, N = 3SE +/- 0.25, N = 332.1316.2515.74MIN: 13.76 / MAX: 62.38MIN: 14.4 / MAX: 38.94MIN: 13.78 / MAX: 52.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 31.68 / Avg: 32.13 / Max: 32.5Min: 16.11 / Avg: 16.25 / Max: 16.48Min: 15.46 / Avg: 15.74 / Max: 16.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 0.22, N = 3SE +/- 0.42, N = 3SE +/- 0.41, N = 3250.58251.82251.41MIN: 248.74 / MAX: 262.8MIN: 248.86 / MAX: 297.07MIN: 248.54 / MAX: 275.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 250.35 / Avg: 250.58 / Max: 251.01Min: 251.12 / Avg: 251.81 / Max: 252.56Min: 250.65 / Avg: 251.41 / Max: 252.071. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.10Linux 5.11Linux 5.11 Patched60120180240300SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3254.99255.54254.79MIN: 254.36 / MAX: 255.89MIN: 254.37 / MAX: 277.66MIN: 253.84 / MAX: 259.181. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.10Linux 5.11Linux 5.11 Patched50100150200250Min: 254.9 / Avg: 254.99 / Max: 255.12Min: 255.21 / Avg: 255.54 / Max: 255.84Min: 254.68 / Avg: 254.79 / Max: 254.891. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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: HighLinux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 318.5820.5420.44MIN: 9.05 / MAX: 53.7MIN: 10.33 / MAX: 51.25MIN: 9.54 / MAX: 50.96
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: HighLinux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 18.46 / Avg: 18.58 / Max: 18.81Min: 20.36 / Avg: 20.54 / Max: 20.63Min: 20.32 / Avg: 20.44 / Max: 20.56

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: HighLinux 5.10Linux 5.11Linux 5.11 Patched510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 321.6622.3422.28MIN: 9.54 / MAX: 38.86MIN: 11.34 / MAX: 37.29MIN: 11.21 / MAX: 37.14
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: HighLinux 5.10Linux 5.11Linux 5.11 Patched510152025Min: 21.6 / Avg: 21.66 / Max: 21.7Min: 22.3 / Avg: 22.34 / Max: 22.38Min: 22.24 / Avg: 22.28 / Max: 22.33

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: MediumLinux 5.10Linux 5.11Linux 5.11 Patched1632486480SE +/- 0.78, N = 3SE +/- 0.51, N = 3SE +/- 0.60, N = 374.1373.6073.77MIN: 22.94 / MAX: 526.96MIN: 20.78 / MAX: 565.97MIN: 22.49 / MAX: 638.09
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: MediumLinux 5.10Linux 5.11Linux 5.11 Patched1428425670Min: 72.57 / Avg: 74.13 / Max: 75.05Min: 72.59 / Avg: 73.6 / Max: 74.11Min: 73.15 / Avg: 73.77 / Max: 74.97

OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: MediumLinux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 1.29, N = 3SE +/- 0.94, N = 3SE +/- 0.81, N = 1493.72105.88102.83MIN: 30.87 / MAX: 219.76MIN: 34.4 / MAX: 219.61MIN: 30.2 / MAX: 219.65
OpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: MediumLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 91.29 / Avg: 93.72 / Max: 95.68Min: 104.08 / Avg: 105.88 / Max: 107.27Min: 95.27 / Avg: 102.83 / Max: 107.09

ONNX Runtime

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched4080120160200SE +/- 0.67, N = 3SE +/- 1.40, N = 15SE +/- 1.61, N = 151671941951. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched4080120160200Min: 166 / Avg: 166.67 / Max: 168Min: 176 / Avg: 193.8 / Max: 198Min: 175 / Avg: 195.33 / Max: 2001. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched70140210280350SE +/- 2.30, N = 7SE +/- 0.67, N = 3SE +/- 1.53, N = 32033313371. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched60120180240300Min: 198 / Avg: 203 / Max: 216Min: 330 / Avg: 330.67 / Max: 332Min: 334 / Avg: 337 / Max: 3391. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched9182736454037371. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched7001400210028003500SE +/- 25.72, N = 15SE +/- 24.85, N = 3SE +/- 9.29, N = 33198284428621. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPULinux 5.10Linux 5.11Linux 5.11 Patched6001200180024003000Min: 2907 / Avg: 3198.4 / Max: 3318Min: 2802 / Avg: 2844 / Max: 2888Min: 2845 / Avg: 2862 / Max: 28771. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched30060090012001500SE +/- 3.20, N = 3SE +/- 2.63, N = 3SE +/- 7.39, N = 31234.51240.41231.01. firefox 84.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched2004006008001000Min: 1229.6 / Avg: 1234.47 / Max: 1240.5Min: 1235.1 / Avg: 1240.37 / Max: 1243.1Min: 1216.5 / Avg: 1231 / Max: 1240.71. firefox 84.0

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched4K8K12K16K20KSE +/- 38.16, N = 3SE +/- 58.85, N = 3SE +/- 70.40, N = 31719617099171171. firefox 84.0
OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched3K6K9K12K15KMin: 17128 / Avg: 17196 / Max: 17260Min: 17008 / Avg: 17098.67 / Max: 17209Min: 16981 / Avg: 17117.33 / Max: 172161. firefox 84.0

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched2K4K6K8K10KSE +/- 5.36, N = 3SE +/- 84.29, N = 15SE +/- 166.34, N = 38625846196831. firefox 84.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched2K4K6K8K10KMin: 8619 / Avg: 8625.33 / Max: 8636Min: 7891 / Avg: 8461.4 / Max: 8936Min: 9385 / Avg: 9683.33 / Max: 99601. firefox 84.0

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1428425670SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 360.161.164.01. firefox 84.0
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1326395265Min: 60 / Avg: 60.07 / Max: 60.2Min: 61 / Avg: 61.1 / Max: 61.2Min: 63.5 / Avg: 64.03 / Max: 64.51. firefox 84.0

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1428425670SE +/- 0.31, N = 3SE +/- 0.37, N = 3SE +/- 0.97, N = 362.7963.9464.011. firefox 84.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1326395265Min: 62.35 / Avg: 62.79 / Max: 63.39Min: 63.33 / Avg: 63.94 / Max: 64.6Min: 62.36 / Avg: 64.01 / Max: 65.741. firefox 84.0

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1632486480SE +/- 0.81, N = 3SE +/- 1.15, N = 3SE +/- 0.35, N = 370.969.269.91. firefox 84.0
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched1428425670Min: 69.3 / Avg: 70.9 / Max: 71.9Min: 67 / Avg: 69.2 / Max: 70.9Min: 69.3 / Avg: 69.87 / Max: 70.51. firefox 84.0

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched10K20K30K40K50KSE +/- 156.46, N = 3SE +/- 47.79, N = 3SE +/- 309.21, N = 34626646047462211. chrome 87.0.4280.88
OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched8K16K24K32K40KMin: 45995 / Avg: 46266.33 / Max: 46537Min: 45953 / Avg: 46047 / Max: 46109Min: 45614 / Avg: 46221.33 / Max: 466261. chrome 87.0.4280.88

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched3K6K9K12K15KSE +/- 58.83, N = 3SE +/- 96.15, N = 15SE +/- 141.15, N = 121189911103114191. chrome 87.0.4280.88
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched2K4K6K8K10KMin: 11781 / Avg: 11898.67 / Max: 11958Min: 10559 / Avg: 11103.27 / Max: 11787Min: 10205 / Avg: 11418.75 / Max: 121311. chrome 87.0.4280.88

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched816243240SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 334.3033.4033.801. chrome 87.0.4280.88
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 34.1 / Avg: 34.3 / Max: 34.41Min: 33.3 / Avg: 33.43 / Max: 33.7Min: 33.7 / Avg: 33.8 / Max: 33.91. chrome 87.0.4280.88

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched306090120150SE +/- 1.23, N = 3SE +/- 0.94, N = 3SE +/- 0.78, N = 3114.57113.65115.321. chrome 87.0.4280.88
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 112.86 / Avg: 114.57 / Max: 116.95Min: 111.83 / Avg: 113.65 / Max: 114.96Min: 113.8 / Avg: 115.32 / Max: 116.371. chrome 87.0.4280.88

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched20406080100SE +/- 0.58, N = 3SE +/- 0.58, N = 31091051061. chrome 87.0.4280.88
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched20406080100Min: 108 / Avg: 109 / Max: 110Min: 104 / Avg: 105 / Max: 1061. chrome 87.0.4280.88

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched714212835SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 329.329.329.41. firefox 84.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 29.2 / Avg: 29.3 / Max: 29.4Min: 29.3 / Avg: 29.33 / Max: 29.4Min: 29.3 / Avg: 29.43 / Max: 29.61. firefox 84.0

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched90180270360450SE +/- 0.58, N = 3SE +/- 0.52, N = 3SE +/- 0.15, N = 3401.5402.7401.91. firefox 84.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.10Linux 5.11Linux 5.11 Patched70140210280350Min: 400.4 / Avg: 401.53 / Max: 402.3Min: 402.1 / Avg: 402.67 / Max: 403.7Min: 401.6 / Avg: 401.87 / Max: 402.11. firefox 84.0

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 331.0331.1831.231. chrome 87.0.4280.88
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched714212835Min: 31.02 / Avg: 31.03 / Max: 31.05Min: 31.13 / Avg: 31.18 / Max: 31.2Min: 31.19 / Avg: 31.23 / Max: 31.271. chrome 87.0.4280.88

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched70140210280350SE +/- 0.09, N = 3SE +/- 0.54, N = 3SE +/- 0.07, N = 3307.62307.84307.561. chrome 87.0.4280.88
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 5.10Linux 5.11Linux 5.11 Patched60120180240300Min: 307.44 / Avg: 307.62 / Max: 307.74Min: 307.25 / Avg: 307.84 / Max: 308.93Min: 307.41 / Avg: 307.56 / Max: 307.641. chrome 87.0.4280.88