AMD Ryzen 9 5950X Linux 5.11 Schedutil vs. Performance

Benchmarks by Michael Larabel. Linux 5.11 Git with freq invariance patch. Comparing CPUFreq schedutil and performance governor in various benchmarks.

HTML result view exported from: https://openbenchmarking.org/result/2101255-PTS-RYZEN95916&sro&grs.

AMD Ryzen 9 5950X Linux 5.11 Schedutil vs. PerformanceProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionCPUFreq SchedutilCPUFreq PerformanceAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3202 BIOS)AMD Starship/Matisse32GB2000GB Corsair Force MP600 + 2000GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.11.0-rc4-max-boost-inv-patch (x86_64) 20210121GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 21.0.0-devel (git-f01bca8 2021-01-08 groovy-oibaf-ppa) (LLVM 11.0.1)1.2.164GCC 10.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- CPUFreq Schedutil: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201009 - CPUFreq Performance: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 Java Details- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)Python Details- Python 3.8.6Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected Graphics Details- CPUFreq Performance: GLAMOR

AMD Ryzen 9 5950X Linux 5.11 Schedutil vs. Performancedacapobench: Tradebeansffmpeg: H.264 HD To NTSC DVdav1d: Chimera 1080p 10-bitaom-av1: Speed 6 Realtimeselenium: StyleBench - Firefoxdeepspeech: CPUselenium: Jetstream 2 - Firefoxcp2k: Fayalite-FIST Dataselenium: PSPDFKit WASM - Google Chromeaom-av1: Speed 8 Realtimeselenium: Jetstream 2 - Google Chromeblosc: blosclzselenium: ARES-6 - Google Chromeselenium: Speedometer - Google Chromeselenium: ARES-6 - Firefoxddnet: 3840 x 2160 - Fullscreen - OpenGL 3.3 - Default - Multeasymaplczero: BLASonednn: Recurrent Neural Network Training - f32 - CPUmnn: SqueezeNetV1.0lczero: Eigenstress-ng: CPU Cachegimp: rotateclomp: Static OMP Speedupparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160npb: SP.Bgimp: resizegimp: auto-levelsncnn: CPU - alexnetonednn: IP Shapes 3D - f32 - CPUselenium: Kraken - Google Chromenode-web-tooling: mnn: inception-v3onednn: Recurrent Neural Network Inference - f32 - CPUgimp: unsharp-maskmt-dgemm: Sustained Floating-Point Ratenpb: LU.Cplaidml: No - Inference - VGG16 - CPUonednn: IP Shapes 1D - f32 - CPUncnn: CPU - resnet50stockfish: Total Timenpb: BT.Cplaidml: No - Inference - ResNet 50 - CPUncnn: CPU - yolov4-tinyai-benchmark: Device Inference Scoredacapobench: Jythonkripke: npb: CG.Cyquake2: Software CPU - 3840 x 2160tnn: CPU - SqueezeNet v1.1svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pncnn: CPU - vgg16rav1e: 5askap: tConvolve OpenMP - Griddingbuild-linux-kernel: Time To Compileai-benchmark: Device AI Scoreswet: Averagencnn: CPU - googlenetmafft: Multiple Sequence Alignment - LSU RNArust-mandel: Time To Complete Serial/Parallel Mandelbrotrenaissance: Akka Unbalanced Cobwebbed Treeaskap: tConvolve OpenMP - Degriddingsvt-vp9: Visual Quality Optimized - Bosphorus 1080prav1e: 6selenium: PSPDFKit WASM - Firefoxtesseract-ocr: Time To OCR 7 Imagesncnn: CPU - resnet18stress-ng: CPU Stressrenaissance: Twitter HTTP Requestscpuminer-opt: Garlicoinospray: Magnetic Reconnection - SciVisselenium: StyleBench - Google Chromewebp: Quality 100, Losslessgegl: Scalerenaissance: Apache Spark ALSai-benchmark: Device Training Scorenpb: MG.Cselenium: WASM imageConvolute - Firefoxcompress-lz4: 3 - Decompression Speeddav1d: Chimera 1080pembree: Pathtracer ISPC - Asian Dragonnpb: IS.Dplaidml: No - Inference - VGG19 - CPUxonotic: 3840 x 2160 - Ultimateddnet: 3840 x 2160 - Fullscreen - OpenGL 2.0 - Default - Multeasymapncnn: CPU - blazefacecompress-zstd: 3ncnn: CPU - mnasnetcloverleaf: Lagrangian-Eulerian Hydrodynamicscompress-lz4: 9 - Decompression Speedx264: H.264 Video Encodingselenium: WASM collisionDetection - Firefoxneatbench: CPUsvt-av1: Enc Mode 4 - 1080pncnn: CPU - shufflenet-v2avifenc: 8rav1e: 10namd: ATPase Simulation - 327,506 Atomsnpb: FT.Cbuild-gdb: Time To Compilencnn: CPU - squeezenet_ssdselenium: Speedometer - Firefoxffte: N=256, 3D Complex FFT Routineembree: Pathtracer - Asian Dragoncompress-lz4: 9 - Compression Speedradiance: SMP Parallelgit: Time To Complete Common Git Commandsdav1d: Summer Nature 4Kncnn: CPU - efficientnet-b0xonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Ultrahimeno: Poisson Pressure Solverselenium: Kraken - Firefoxncnn: CPU - mobilenetaskap: tConvolve MT - Degriddingasmfish: 1024 Hash Memory, 26 Depthonednn: Convolution Batch Shapes Auto - f32 - CPUincompact3d: Cylindergputest: Plot3D - 3840 x 2160 - Fullscreenappleseed: Emilyxonotic: 3840 x 2160 - Lowgegl: Color Enhancesvt-av1: Enc Mode 8 - 1080ptesseract: 1920 x 1080embree: Pathtracer - Crowngputest: Triangle - 3840 x 2160 - Fullscreenselenium: WASM collisionDetection - Google Chromenpb: EP.Ccompress-7zip: Compress Speed Testxsbench: avifenc: 10ospray: NASA Streamlines - Path Traceramg: dolfyn: Computational Fluid Dynamicsdav1d: Summer Nature 1080pcompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9blake2: ttsiod-renderer: Phong Rendering With Soft-Shadow Mappinggpaw: Carbon Nanotubecpuminer-opt: x25xaobench: 2048 x 2048 - Total Timegegl: Rotate 90 Degreesfinancebench: Repo OpenMPospray: San Miguel - Path Tracertnn: CPU - MobileNet v2cpuminer-opt: Magiocrmypdf: Processing 60 Page PDF Documentaircrack-ng: gromacs: Water Benchmarkprimesieve: 1e12 Prime Number Generationyquake2: OpenGL 3.x - 3840 x 2160rav1e: 1build-godot: Time To Compilewarsow: 1920 x 1080warsow: 3840 x 2160onednn: Deconvolution Batch shapes_1d - f32 - CPUaskap: tConvolve MT - Griddingunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLrnnoise: tachyon: Total Timecoremark: CoreMark Size 666 - Iterations Per Secondencode-flac: WAV To FLACbuild2: Time To Compileindigobench: CPU - Bedroomfinancebench: Bonds OpenMPtensorflow-lite: NASNet Mobilencnn: CPU-v2-v2 - mobilenet-v2hpcg: appleseed: Material Testerx265: Bosphorus 4Kembree: Pathtracer ISPC - Crownonednn: Deconvolution Batch shapes_3d - f32 - CPUgputest: Furmark - 3840 x 2160 - Fullscreenrust-prime: Prime Number Test To 200,000,000ospray: XFrog Forest - SciVisv-ray: CPUmrbayes: Primate Phylogeny Analysisindigobench: CPU - Supercarkvazaar: Bosphorus 4K - Ultra Fasthugin: Panorama Photo Assistant + Stitching Timetensorflow-lite: Inception ResNet V2vkmark: 3840 x 2160john-the-ripper: MD5john-the-ripper: Blowfishgputest: Pixmark Volplosion - 3840 x 2160 - Fullscreencrafty: Elapsed Timeyafaray: Total Time For Sample Scenetensorflow-lite: Mobilenet Quantstress-ng: Vector Mathsysbench: CPUc-ray: Total Time - 4K, 16 Rays Per Pixeltensorflow-lite: Inception V4selenium: WASM imageConvolute - Google Chromecompress-lz4: 3 - Compression Speedwebp: Quality 100, Lossless, Highest Compressiongputest: GiMark - 3840 x 2160 - Fullscreensmallpt: Global Illumination Renderer; 128 Samplesparaview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160glmark2: 3840 x 2160tesseract: 3840 x 2160ncnn: CPU - regnety_400mgputest: TessMark - 3840 x 2160 - Fullscreensysbench: Memorytensorflow-lite: SqueezeNetstress-ng: Cryptolibraw: Post-Processing Benchmarktensorflow-lite: Mobilenet Floatastcenc: Exhaustivegputest: Pixmark Piano - 3840 x 2160 - Fullscreenunigine-super: 3840 x 2160 - Fullscreen - Low - OpenGLncnn: CPU-v3-v3 - mobilenet-v3kvazaar: Bosphorus 4K - Very Fastospray: XFrog Forest - Path Tracerospray: NASA Streamlines - SciVisospray: San Miguel - SciViscompress-zstd: 19renaissance: In-Memory Database ShootoutCPUFreq SchedutilCPUFreq Performance34606.453135.6230.5911561.7693791.873888.218306157.52196.47614457.314.4717944.80463.173902657.205.28539238.128.45421.33940.779246.307646.915.4349.54211.378.40829555.215.2331.5581686.6312.1229.41530427470.5020.923.8922725.454375589723612.8311.4621.7215442948739340706901.2448.9209.487228.6760.141.6313430.6245.9022743111358947313.247.41331.6099117.3594204.55222.172.191282618.82414.7612206.421890.0315232.8521.7455.212.9574.5201395.64511999812.7324.213130.5900.4225.6582650.1417.38376.9448431305.921.834798.34.00136.2413094.6208.87302.932.66.0944.444.2775.0601.0874512056.3962.61914.7012534673.87782510724.809668.39141.30138.028238.795.40540.7442902472.03541875309.464212903.212.201884.495999196216.9879182.89617968923190.538231675.272359240.86251.966691.123924.2868424552253.01801902.479564031416664.0948.2620923753313.051924.6422.9914.411037.51326.376623.1927.36529.50927738.2864582.47214.925867.3912.47374981.0181.26011.149987.00.55579.566957.9432.72.43083915.039241.415.33844.4373813873.2775436.33281.5714.14239803.7825521039964.464.24824112.25249928.0723.84763.5406946205.1825.493250862.9918.67453.4034.076121720064022170003825620911135673866.57968077.2172877.3290585.224430.865135283324.673770.1327.173108704.924197.322056.3222873426.412017.741959715419966.364595054.44838.1854.1162792.5100.6284696.44.1629.352.944030.0143.42850.39722574.227186.6034.2112855.68045100.843811.109282261.53210.00115423.413.5918942.85483.434072547.965.08240736.778.17020.64074.540254.667899.905.2619.23911.018.14337537.915.6930.6481642.3211.8059.65900128180.6521.403.8069524.904281882924115.4211.7021.2815132892725310257034.5449.8213.338232.7859.081.6603371.4245.1152696109488152413.027.29332.1229263.4724271.73225.682.225278318.53814.5412390.161917.9765310.1622.0656.013.1444.4581376.54211839940.5323.913288.2911.1125.3609642.7417.58381.1593016309.341.814850.63.96134.9513219.4210.86300.132.96.1504.404.2395.1051.0782012156.3962.10614.5812634946.48399339325.003567.86140.20637.737236.985.36544.6134730475.23731315273.764576897.212.121896.756037980317.0959181.76532068498189.417153671.339594041.09352.251694.835524.1627426719251.73421893.049516831571434.0748.2221025426712.988929.0523.0964.431042.10325.013620.6027.25229.63127852.0031252.46215.798863.9012.42375278.7991.26511.108990.60.55779.286961.1431.32.42349917.729242.115.38144.3161816060.5729736.34981.3694.13239899.1575521042354.474.25755112.49316628.0123.79673.5336446115.1725.503245162.8828.65953.3134.022121529364122203333831120941137264766.67167985.1173101.0090701.132230.903135133024.646370.2027.149108614.928197.162054.6652875426.691917.751960815428518.924695103.94840.5054.0962771.6100.5984696.44.1629.352.944030.0143.42597.432OpenBenchmarking.org

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame TimeCPUFreq PerformanceCPUFreq Schedutil3691215Min: 2 / Avg: 2.08 / Max: 9.22Min: 2 / Avg: 2.36 / Max: 8.111. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 2.0 - Zoom: Default - Demo: Multeasymap - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 2.0 - Zoom: Default - Demo: Multeasymap - Total Frame TimeCPUFreq PerformanceCPUFreq Schedutil3691215Min: 2.39 / Avg: 3.2 / Max: 4.52Min: 2.1 / Avg: 3.35 / Max: 6.481. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCPUFreq PerformanceCPUFreq Schedutil7001400210028003500SE +/- 2.17, N = 4SE +/- 42.31, N = 422573460

FFmpeg

H.264 HD To NTSC DV

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 4.0.2H.264 HD To NTSC DVCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.037, N = 3SE +/- 0.062, N = 64.2276.4531. (CC) gcc options: -lavdevice -lavfilter -lavformat -lavcodec -lswresample -lswscale -lavutil -lXv -lX11 -lXext -lm -lxcb -lasound -lSDL2 -lsndio -pthread -lbz2 -llzma -std=c11 -fomit-frame-pointer -fPIC -O3 -fno-math-errno -fno-signed-zeros -fno-tree-vectorize -MMD -MF -MT

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitCPUFreq PerformanceCPUFreq Schedutil4080120160200SE +/- 0.10, N = 3SE +/- 0.53, N = 3186.60135.62MIN: 120.55 / MAX: 370.28MIN: 94.6 / MAX: 335.551. (CC) gcc options: -pthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeCPUFreq PerformanceCPUFreq Schedutil816243240SE +/- 0.25, N = 3SE +/- 0.29, N = 1534.2130.591. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil306090120150SE +/- 1.76, N = 31281151. firefox 84.0.2

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUCPUFreq PerformanceCPUFreq Schedutil1428425670SE +/- 0.30, N = 3SE +/- 0.46, N = 355.6861.77

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil20406080100SE +/- 1.02, N = 3SE +/- 0.99, N = 3100.8491.871. firefox 84.0.2

CP2K Molecular Dynamics

Fayalite-FIST Data

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.1Fayalite-FIST DataCPUFreq PerformanceCPUFreq Schedutil2004006008001000811.11888.22

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil7001400210028003500SE +/- 3.61, N = 3SE +/- 6.69, N = 3282230611. chrome 88.0.4324.96

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeCPUFreq PerformanceCPUFreq Schedutil1428425670SE +/- 0.60, N = 3SE +/- 0.37, N = 361.5357.521. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 1.04, N = 3SE +/- 0.82, N = 3210.00196.481. chrome 88.0.4324.96

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzCPUFreq PerformanceCPUFreq Schedutil3K6K9K12K15KSE +/- 19.42, N = 3SE +/- 95.24, N = 315423.414457.31. (CXX) g++ options: -rdynamic

Selenium

Benchmark: ARES-6 - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.02, N = 3SE +/- 0.09, N = 313.5914.471. chrome 88.0.4324.96

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil4080120160200SE +/- 0.67, N = 31891791. chrome 88.0.4324.96

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil1020304050SE +/- 0.27, N = 3SE +/- 0.37, N = 342.8544.801. firefox 84.0.2

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: MulteasymapCPUFreq PerformanceCPUFreq Schedutil100200300400500SE +/- 1.35, N = 3SE +/- 4.61, N = 15483.43463.17MIN: 230.1 / MAX: 499.75MIN: 194.67 / MAX: 499.751. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASCPUFreq PerformanceCPUFreq Schedutil90180270360450SE +/- 3.79, N = 3SE +/- 3.38, N = 34073901. (CXX) g++ options: -flto -pthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil6001200180024003000SE +/- 25.11, N = 3SE +/- 30.62, N = 32547.962657.20MIN: 2500.16MIN: 2608.631. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0CPUFreq PerformanceCPUFreq Schedutil1.18912.37823.56734.75645.9455SE +/- 0.064, N = 3SE +/- 0.072, N = 35.0825.285MIN: 4.88 / MAX: 6.43MIN: 5.07 / MAX: 8.31. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenCPUFreq PerformanceCPUFreq Schedutil90180270360450SE +/- 2.85, N = 3SE +/- 3.79, N = 34073921. (CXX) g++ options: -flto -pthread

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheCPUFreq PerformanceCPUFreq Schedutil918273645SE +/- 0.31, N = 15SE +/- 0.35, N = 1536.7738.121. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.036, N = 3SE +/- 0.012, N = 38.1708.454

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupCPUFreq PerformanceCPUFreq Schedutil510152025SE +/- 0.16, N = 9SE +/- 0.06, N = 320.621.31. (CC) gcc options: -fopenmp -O3 -lm

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil9001800270036004500SE +/- 8.93, N = 3SE +/- 31.91, N = 34074.543940.78

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil60120180240300SE +/- 0.56, N = 3SE +/- 1.99, N = 3254.66246.30

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BCPUFreq PerformanceCPUFreq Schedutil2K4K6K8K10KSE +/- 10.19, N = 3SE +/- 1.81, N = 37899.907646.911. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeCPUFreq PerformanceCPUFreq Schedutil1.22272.44543.66814.89086.1135SE +/- 0.059, N = 3SE +/- 0.060, N = 35.2615.434

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.063, N = 3SE +/- 0.049, N = 39.2399.542

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.01, N = 3SE +/- 0.11, N = 1411.0111.37MIN: 10.9 / MAX: 11.3MIN: 11.05 / MAX: 12.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.08822, N = 3SE +/- 0.05229, N = 38.143378.40829MIN: 7.77MIN: 7.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Selenium

Benchmark: Kraken - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil120240360480600SE +/- 2.34, N = 3SE +/- 3.55, N = 3537.9555.21. chrome 88.0.4324.96

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.03, N = 3SE +/- 0.11, N = 315.6915.231. Nodejs v12.18.2

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3CPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.38, N = 3SE +/- 0.31, N = 330.6531.56MIN: 29.11 / MAX: 57.29MIN: 30.24 / MAX: 40.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 20.59, N = 3SE +/- 19.21, N = 151642.321686.63MIN: 1607.81MIN: 1583.351. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.03, N = 3SE +/- 0.04, N = 311.8112.12

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.048345, N = 3SE +/- 0.091260, N = 159.6590019.4153041. (CC) gcc options: -O3 -march=native -fopenmp

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CCPUFreq PerformanceCPUFreq Schedutil6K12K18K24K30KSE +/- 19.76, N = 3SE +/- 30.90, N = 328180.6527470.501. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUCPUFreq PerformanceCPUFreq Schedutil510152025SE +/- 0.12, N = 3SE +/- 0.12, N = 321.4020.92

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil0.87581.75162.62743.50324.379SE +/- 0.01973, N = 3SE +/- 0.00345, N = 33.806953.89227MIN: 3.6MIN: 3.711. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50CPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.16, N = 3SE +/- 0.21, N = 1424.9025.45MIN: 24.54 / MAX: 26.21MIN: 24.75 / MAX: 36.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeCPUFreq PerformanceCPUFreq Schedutil9M18M27M36M45MSE +/- 63424.87, N = 3SE +/- 311694.90, N = 342818829437558971. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CCPUFreq PerformanceCPUFreq Schedutil5K10K15K20K25KSE +/- 21.18, N = 3SE +/- 15.09, N = 324115.4223612.831. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.03, N = 3SE +/- 0.16, N = 311.7011.46

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyCPUFreq PerformanceCPUFreq Schedutil510152025SE +/- 0.04, N = 3SE +/- 0.20, N = 1421.2821.72MIN: 21 / MAX: 22.87MIN: 20.98 / MAX: 29.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreCPUFreq PerformanceCPUFreq Schedutil3006009001200150015131544

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonCPUFreq PerformanceCPUFreq Schedutil6001200180024003000SE +/- 22.28, N = 4SE +/- 11.29, N = 428922948

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4CPUFreq PerformanceCPUFreq Schedutil16M32M48M64M80MSE +/- 482772.60, N = 14SE +/- 451180.36, N = 372531025739340701. (CXX) g++ options: -O3 -fopenmp

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CCPUFreq PerformanceCPUFreq Schedutil15003000450060007500SE +/- 18.96, N = 3SE +/- 33.82, N = 37034.546901.241. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

yquake2

Renderer: Software CPU - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil1122334455SE +/- 0.38, N = 3SE +/- 0.44, N = 349.848.91. (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

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1CPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 0.18, N = 3SE +/- 0.90, N = 3213.34209.49MIN: 212.91 / MAX: 213.84MIN: 207.52 / MAX: 210.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 2.12, N = 12SE +/- 2.00, N = 13232.78228.671. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16CPUFreq PerformanceCPUFreq Schedutil1326395265SE +/- 0.03, N = 3SE +/- 0.03, N = 1459.0860.14MIN: 58.07 / MAX: 60.63MIN: 58.9 / MAX: 140.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 5CPUFreq PerformanceCPUFreq Schedutil0.37350.7471.12051.4941.8675SE +/- 0.005, N = 3SE +/- 0.014, N = 31.6601.631

ASKAP

Test: tConvolve OpenMP - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - GriddingCPUFreq PerformanceCPUFreq Schedutil7001400210028003500SE +/- 43.22, N = 3SE +/- 36.96, N = 153371.423430.621. (CXX) g++ options: -lpthread

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileCPUFreq PerformanceCPUFreq Schedutil1020304050SE +/- 0.30, N = 3SE +/- 0.32, N = 345.1245.90

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreCPUFreq PerformanceCPUFreq Schedutil600120018002400300026962743

Swet

Average

OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageCPUFreq PerformanceCPUFreq Schedutil200M400M600M800M1000MSE +/- 13144909.98, N = 3SE +/- 9522937.85, N = 3109488152411135894731. (CC) gcc options: -lm -lpthread -lcurses -lrt

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.03, N = 3SE +/- 0.15, N = 1413.0213.24MIN: 12.62 / MAX: 13.66MIN: 12.64 / MAX: 22.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNACPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.045, N = 3SE +/- 0.030, N = 37.2937.4131. (CC) gcc options: -std=c99 -O3 -lm -lpthread

Rust Mandelbrot

Time To Complete Serial/Parallel Mandelbrot

OpenBenchmarking.orgSeconds, Fewer Is BetterRust MandelbrotTime To Complete Serial/Parallel MandelbrotCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.12, N = 3SE +/- 0.18, N = 332.1231.611. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed TreeCPUFreq PerformanceCPUFreq Schedutil2K4K6K8K10KSE +/- 69.42, N = 5SE +/- 67.30, N = 119263.479117.36

ASKAP

Test: tConvolve OpenMP - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - DegriddingCPUFreq PerformanceCPUFreq Schedutil9001800270036004500SE +/- 22.72, N = 3SE +/- 12.33, N = 154271.734204.551. (CXX) g++ options: -lpthread

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 0.84, N = 3SE +/- 0.36, N = 3225.68222.171. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6CPUFreq PerformanceCPUFreq Schedutil0.50061.00121.50182.00242.503SE +/- 0.004, N = 3SE +/- 0.010, N = 32.2252.191

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil6001200180024003000SE +/- 11.89, N = 3SE +/- 23.10, N = 3278328261. firefox 84.0.2

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesCPUFreq PerformanceCPUFreq Schedutil510152025SE +/- 0.17, N = 3SE +/- 0.18, N = 1518.5418.82

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18CPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.00, N = 3SE +/- 0.08, N = 1414.5414.76MIN: 14.44 / MAX: 15.26MIN: 14.51 / MAX: 16.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressCPUFreq PerformanceCPUFreq Schedutil3K6K9K12K15KSE +/- 126.71, N = 3SE +/- 90.40, N = 312390.1612206.421. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Renaissance

Test: Twitter HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Twitter HTTP RequestsCPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 15.72, N = 5SE +/- 14.57, N = 51917.981890.03

Cpuminer-Opt

Algorithm: Garlicoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinCPUFreq PerformanceCPUFreq Schedutil11002200330044005500SE +/- 1.61, N = 3SE +/- 33.18, N = 35310.165232.851. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisCPUFreq PerformanceCPUFreq Schedutil510152025SE +/- 0.16, N = 3SE +/- 0.00, N = 322.0621.74MIN: 21.28 / MAX: 22.22MIN: 21.28 / MAX: 22.22

Selenium

Benchmark: StyleBench - Browser: Google Chrome

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil1326395265SE +/- 0.54, N = 3SE +/- 0.09, N = 356.055.21. chrome 88.0.4324.96

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.00, N = 3SE +/- 0.09, N = 313.1412.961. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleCPUFreq PerformanceCPUFreq Schedutil1.0172.0343.0514.0685.085SE +/- 0.027, N = 3SE +/- 0.030, N = 134.4584.520

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSCPUFreq PerformanceCPUFreq Schedutil30060090012001500SE +/- 8.37, N = 25SE +/- 12.63, N = 51376.541395.65

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCPUFreq PerformanceCPUFreq Schedutil3006009001200150011831199

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CCPUFreq PerformanceCPUFreq Schedutil2K4K6K8K10KSE +/- 2.93, N = 3SE +/- 2.42, N = 39940.539812.731. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.07, N = 3SE +/- 0.06, N = 323.924.21. firefox 84.0.2

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedCPUFreq PerformanceCPUFreq Schedutil3K6K9K12K15KSE +/- 19.12, N = 4SE +/- 44.20, N = 513288.213130.51. (CC) gcc options: -O3

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080pCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 1.15, N = 3SE +/- 0.21, N = 3911.11900.42MIN: 710.88 / MAX: 1109.35MIN: 700.11 / MAX: 1100.451. (CC) gcc options: -pthread

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.04, N = 3SE +/- 0.14, N = 325.3625.66MIN: 25.16 / MAX: 25.7MIN: 25.3 / MAX: 26.13

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DCPUFreq PerformanceCPUFreq Schedutil140280420560700SE +/- 1.97, N = 3SE +/- 2.15, N = 3642.74650.141. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.20, N = 3SE +/- 0.08, N = 317.5817.38

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateCPUFreq PerformanceCPUFreq Schedutil80160240320400SE +/- 0.23, N = 3SE +/- 1.38, N = 3381.16376.94MIN: 64 / MAX: 628MIN: 63 / MAX: 622

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 2.0 - Zoom: Default - Demo: Multeasymap

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 2.0 - Zoom: Default - Demo: MulteasymapCPUFreq PerformanceCPUFreq Schedutil70140210280350SE +/- 2.40, N = 3SE +/- 2.92, N = 3309.34305.92MIN: 157.78 / MAX: 462.96MIN: 154.42 / MAX: 477.331. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceCPUFreq PerformanceCPUFreq Schedutil0.41180.82361.23541.64722.059SE +/- 0.00, N = 3SE +/- 0.01, N = 141.811.83MIN: 1.79 / MAX: 1.97MIN: 1.79 / MAX: 2.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3CPUFreq PerformanceCPUFreq Schedutil10002000300040005000SE +/- 11.81, N = 3SE +/- 14.80, N = 34850.64798.31. (CC) gcc options: -O3 -pthread -lz -llzma

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetCPUFreq PerformanceCPUFreq Schedutil0.91.82.73.64.5SE +/- 0.01, N = 3SE +/- 0.03, N = 143.964.00MIN: 3.83 / MAX: 4.82MIN: 3.83 / MAX: 5.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsCPUFreq PerformanceCPUFreq Schedutil306090120150SE +/- 0.18, N = 3SE +/- 0.43, N = 3134.95136.241. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedCPUFreq PerformanceCPUFreq Schedutil3K6K9K12K15KSE +/- 66.85, N = 3SE +/- 59.42, N = 313219.413094.61. (CC) gcc options: -O3

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 1.26, N = 15SE +/- 1.52, N = 13210.86208.871. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil70140210280350SE +/- 1.09, N = 3SE +/- 1.12, N = 3300.1302.91. firefox 84.0.2

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUCPUFreq PerformanceCPUFreq Schedutil816243240SE +/- 0.15, N = 3SE +/- 0.15, N = 332.932.6

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.006, N = 3SE +/- 0.030, N = 36.1506.0941. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2CPUFreq PerformanceCPUFreq Schedutil0.9991.9982.9973.9964.995SE +/- 0.02, N = 3SE +/- 0.01, N = 124.404.44MIN: 4.33 / MAX: 12.07MIN: 4.35 / MAX: 7.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8CPUFreq PerformanceCPUFreq Schedutil0.96231.92462.88693.84924.8115SE +/- 0.028, N = 3SE +/- 0.011, N = 34.2394.2771. (CXX) g++ options: -O3 -fPIC

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10CPUFreq PerformanceCPUFreq Schedutil1.14862.29723.44584.59445.743SE +/- 0.008, N = 3SE +/- 0.029, N = 35.1055.060

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCPUFreq PerformanceCPUFreq Schedutil0.24470.48940.73410.97881.2235SE +/- 0.00618, N = 3SE +/- 0.00415, N = 31.078201.08745

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CCPUFreq PerformanceCPUFreq Schedutil3K6K9K12K15KSE +/- 5.49, N = 3SE +/- 8.67, N = 312156.3912056.391. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileCPUFreq PerformanceCPUFreq Schedutil1428425670SE +/- 0.12, N = 3SE +/- 0.28, N = 362.1162.62

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.02, N = 3SE +/- 0.07, N = 1314.5814.70MIN: 14.26 / MAX: 15.12MIN: 14.02 / MAX: 23.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil306090120150SE +/- 0.67, N = 3SE +/- 0.88, N = 31261251. firefox 84.0.2

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineCPUFreq PerformanceCPUFreq Schedutil7K14K21K28K35KSE +/- 83.61, N = 3SE +/- 60.73, N = 334946.4834673.881. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.11, N = 3SE +/- 0.11, N = 325.0024.81MIN: 24.49 / MAX: 25.5MIN: 24.48 / MAX: 25.28

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedCPUFreq PerformanceCPUFreq Schedutil1530456075SE +/- 0.07, N = 3SE +/- 0.60, N = 367.8668.391. (CC) gcc options: -O3

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelCPUFreq PerformanceCPUFreq Schedutil306090120150140.21141.30

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsCPUFreq PerformanceCPUFreq Schedutil918273645SE +/- 0.27, N = 3SE +/- 0.29, N = 337.7438.031. git version 2.27.0

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4KCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 0.61, N = 3SE +/- 0.43, N = 3236.98238.79MIN: 177.99 / MAX: 245.64MIN: 180.39 / MAX: 246.961. (CC) gcc options: -pthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0CPUFreq PerformanceCPUFreq Schedutil1.2152.433.6454.866.075SE +/- 0.01, N = 3SE +/- 0.03, N = 145.365.40MIN: 5.3 / MAX: 12.7MIN: 5.3 / MAX: 7.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

Resolution: 3840 x 2160 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighCPUFreq PerformanceCPUFreq Schedutil120240360480600SE +/- 2.00, N = 3SE +/- 0.86, N = 3544.61540.74MIN: 326 / MAX: 876MIN: 350 / MAX: 871

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraCPUFreq PerformanceCPUFreq Schedutil100200300400500SE +/- 0.35, N = 3SE +/- 0.46, N = 3475.24472.04MIN: 258 / MAX: 739MIN: 280 / MAX: 740

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverCPUFreq PerformanceCPUFreq Schedutil11002200330044005500SE +/- 61.90, N = 15SE +/- 80.25, N = 155273.765309.461. (CC) gcc options: -O3 -mavx2

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 5.08, N = 3SE +/- 3.43, N = 3897.2903.21. firefox 84.0.2

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.11, N = 3SE +/- 0.13, N = 1412.1212.20MIN: 11.89 / MAX: 12.72MIN: 11.86 / MAX: 241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ASKAP

Test: tConvolve MT - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - DegriddingCPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 1.29, N = 3SE +/- 6.34, N = 31896.751884.491. (CXX) g++ options: -lpthread

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthCPUFreq PerformanceCPUFreq Schedutil13M26M39M52M65MSE +/- 253815.96, N = 3SE +/- 699901.59, N = 46037980359991962

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 317.1016.99MIN: 16.56MIN: 16.511. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderCPUFreq PerformanceCPUFreq Schedutil4080120160200SE +/- 0.93, N = 3SE +/- 0.06, N = 3181.77182.901. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

GpuTest

Test: Plot3D - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Plot3D - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil15K30K45K60K75KSE +/- 26.87, N = 3SE +/- 58.59, N = 36849868923

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyCPUFreq PerformanceCPUFreq Schedutil4080120160200189.42190.54

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowCPUFreq PerformanceCPUFreq Schedutil150300450600750SE +/- 4.92, N = 3SE +/- 8.74, N = 3671.34675.27MIN: 428 / MAX: 1388MIN: 432 / MAX: 1414

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceCPUFreq PerformanceCPUFreq Schedutil918273645SE +/- 0.14, N = 3SE +/- 0.19, N = 341.0940.86

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pCPUFreq PerformanceCPUFreq Schedutil1224364860SE +/- 0.29, N = 3SE +/- 0.31, N = 352.2551.971. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Tesseract

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080CPUFreq PerformanceCPUFreq Schedutil150300450600750SE +/- 6.09, N = 3SE +/- 8.64, N = 3694.84691.12

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.15, N = 3SE +/- 0.06, N = 324.1624.29MIN: 23.66 / MAX: 24.8MIN: 23.95 / MAX: 24.85

GpuTest

Test: Triangle - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Triangle - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil90K180K270K360K450KSE +/- 46.05, N = 3SE +/- 268.53, N = 3426719424552

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil60120180240300SE +/- 2.89, N = 3SE +/- 3.20, N = 3251.73253.021. chrome 88.0.4324.96

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CCPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 9.49, N = 3SE +/- 5.60, N = 31893.041902.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestCPUFreq PerformanceCPUFreq Schedutil20K40K60K80K100KSE +/- 215.71, N = 3SE +/- 220.54, N = 395168956401. (CXX) g++ options: -pipe -lpthread

Xsbench

OpenBenchmarking.orgLookups/s, More Is BetterXsbench 2017-07-06CPUFreq PerformanceCPUFreq Schedutil700K1400K2100K2800K3500KSE +/- 1024.65, N = 3SE +/- 3010.71, N = 3315714331416661. (CC) gcc options: -std=gnu99 -fopenmp -O3 -lm

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10CPUFreq PerformanceCPUFreq Schedutil0.92121.84242.76363.68484.606SE +/- 0.025, N = 3SE +/- 0.024, N = 34.0744.0941. (CXX) g++ options: -O3 -fPIC

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.02, N = 3SE +/- 0.00, N = 38.228.26MIN: 8.13 / MAX: 8.4MIN: 8.13 / MAX: 8.4

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2CPUFreq PerformanceCPUFreq Schedutil50M100M150M200M250MSE +/- 399530.94, N = 3SE +/- 1232320.79, N = 32102542672092375331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.13, N = 3SE +/- 0.02, N = 312.9913.05

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080pCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 6.19, N = 3SE +/- 4.51, N = 3929.05924.64MIN: 618.04 / MAX: 1013.65MIN: 670.54 / MAX: 1012.491. (CC) gcc options: -pthread

XZ Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9CPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.23, N = 3SE +/- 0.13, N = 323.1022.991. (CC) gcc options: -pthread -fvisibility=hidden -O2

BLAKE2

OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307CPUFreq PerformanceCPUFreq Schedutil0.99681.99362.99043.98724.984SE +/- 0.02, N = 3SE +/- 0.02, N = 34.434.411. (CC) gcc options: -O3 -march=native -lcrypto -lz

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 4.16, N = 3SE +/- 3.49, N = 31042.101037.511. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeCPUFreq PerformanceCPUFreq Schedutil70140210280350SE +/- 0.20, N = 3SE +/- 0.52, N = 3325.01326.381. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

Cpuminer-Opt

Algorithm: x25x

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25xCPUFreq PerformanceCPUFreq Schedutil130260390520650SE +/- 4.18, N = 3SE +/- 3.36, N = 3620.60623.191. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.21, N = 3SE +/- 0.21, N = 327.2527.371. (CC) gcc options: -lm -O3

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.04, N = 3SE +/- 0.06, N = 329.6329.51

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPCPUFreq PerformanceCPUFreq Schedutil6K12K18K24K30KSE +/- 308.13, N = 5SE +/- 377.86, N = 327852.0027738.291. (CXX) g++ options: -O3 -march=native -fopenmp

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerCPUFreq PerformanceCPUFreq Schedutil0.55581.11161.66742.22322.779SE +/- 0.00, N = 3SE +/- 0.01, N = 32.462.47MIN: 2.44 / MAX: 2.5MIN: 2.44 / MAX: 2.51

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2CPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 0.98, N = 3SE +/- 1.57, N = 3215.80214.93MIN: 213.88 / MAX: 220.6MIN: 209.92 / MAX: 253.51. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Cpuminer-Opt

Algorithm: Magi

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: MagiCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 0.57, N = 3SE +/- 1.73, N = 3863.90867.391. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.15, N = 3SE +/- 0.08, N = 312.4212.47

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2CPUFreq PerformanceCPUFreq Schedutil16K32K48K64K80KSE +/- 56.42, N = 3SE +/- 93.65, N = 375278.8074981.021. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkCPUFreq PerformanceCPUFreq Schedutil0.28460.56920.85381.13841.423SE +/- 0.002, N = 3SE +/- 0.004, N = 31.2651.2601. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Primesieve

1e12 Prime Number Generation

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.41e12 Prime Number GenerationCPUFreq PerformanceCPUFreq Schedutil3691215SE +/- 0.02, N = 3SE +/- 0.03, N = 311.1111.151. (CXX) g++ options: -O3 -lpthread

yquake2

Renderer: OpenGL 3.x - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 0.00, N = 3SE +/- 2.24, N = 3990.6987.01. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

rav1e

Speed: 1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 1CPUFreq PerformanceCPUFreq Schedutil0.12530.25060.37590.50120.6265SE +/- 0.001, N = 3SE +/- 0.002, N = 30.5570.555

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileCPUFreq PerformanceCPUFreq Schedutil20406080100SE +/- 0.22, N = 3SE +/- 0.07, N = 379.2979.57

Warsow

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080CPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 1.06, N = 3SE +/- 1.03, N = 3961.1957.9

Warsow

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil90180270360450SE +/- 1.23, N = 3SE +/- 0.30, N = 3431.3432.7

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil0.54691.09381.64072.18762.7345SE +/- 0.00800, N = 3SE +/- 0.00633, N = 32.423492.43083MIN: 2.3MIN: 2.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

ASKAP

Test: tConvolve MT - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - GriddingCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 0.30, N = 3SE +/- 1.35, N = 3917.73915.041. (CXX) g++ options: -lpthread

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLCPUFreq PerformanceCPUFreq Schedutil50100150200250SE +/- 0.48, N = 3SE +/- 1.43, N = 3242.1241.4MAX: 355.7MAX: 356.9

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28CPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.08, N = 3SE +/- 0.02, N = 315.3815.341. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeCPUFreq PerformanceCPUFreq Schedutil1020304050SE +/- 0.05, N = 3SE +/- 0.09, N = 344.3244.441. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondCPUFreq PerformanceCPUFreq Schedutil200K400K600K800K1000KSE +/- 140.65, N = 3SE +/- 1206.35, N = 3816060.57813873.281. (CC) gcc options: -O2 -lrt" -lrt

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.032, N = 5SE +/- 0.020, N = 56.3496.3321. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileCPUFreq PerformanceCPUFreq Schedutil20406080100SE +/- 0.11, N = 3SE +/- 0.05, N = 381.3781.57

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomCPUFreq PerformanceCPUFreq Schedutil0.9321.8642.7963.7284.66SE +/- 0.017, N = 3SE +/- 0.005, N = 34.1324.142

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPCPUFreq PerformanceCPUFreq Schedutil9K18K27K36K45KSE +/- 199.58, N = 3SE +/- 144.00, N = 339899.1639803.781. (CXX) g++ options: -O3 -march=native -fopenmp

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileCPUFreq PerformanceCPUFreq Schedutil20K40K60K80K100KSE +/- 261.83, N = 3SE +/- 290.71, N = 3104235103996

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2CPUFreq PerformanceCPUFreq Schedutil1.00582.01163.01744.02325.029SE +/- 0.01, N = 3SE +/- 0.00, N = 144.474.46MIN: 4.29 / MAX: 11.99MIN: 4.29 / MAX: 5.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1CPUFreq PerformanceCPUFreq Schedutil0.95791.91582.87373.83164.7895SE +/- 0.00194, N = 3SE +/- 0.00430, N = 34.257554.248241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterCPUFreq PerformanceCPUFreq Schedutil306090120150112.49112.25

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.11, N = 3SE +/- 0.06, N = 328.0128.071. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.15, N = 3SE +/- 0.06, N = 323.8023.85MIN: 23.36 / MAX: 24.63MIN: 23.52 / MAX: 24.46

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUCPUFreq PerformanceCPUFreq Schedutil0.79671.59342.39013.18683.9835SE +/- 0.00567, N = 3SE +/- 0.00511, N = 33.533643.54069MIN: 3.4MIN: 3.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

GpuTest

Test: Furmark - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil10002000300040005000SE +/- 4.06, N = 3SE +/- 2.85, N = 346114620

Rust Prime Benchmark

Prime Number Test To 200,000,000

OpenBenchmarking.orgSeconds, Fewer Is BetterRust Prime BenchmarkPrime Number Test To 200,000,000CPUFreq PerformanceCPUFreq Schedutil1.1662.3323.4984.6645.83SE +/- 0.001, N = 3SE +/- 0.001, N = 35.1725.1821. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lrt -lpthread -lgcc_s -lc -lm -lutil

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisCPUFreq PerformanceCPUFreq Schedutil1.23752.4753.71254.956.1875SE +/- 0.01, N = 3SE +/- 0.00, N = 35.505.49MIN: 5.43 / MAX: 5.59MIN: 5.43 / MAX: 5.59

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUCPUFreq PerformanceCPUFreq Schedutil7K14K21K28K35KSE +/- 29.42, N = 3SE +/- 130.41, N = 33245132508

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisCPUFreq PerformanceCPUFreq Schedutil1428425670SE +/- 0.10, N = 3SE +/- 0.14, N = 362.8862.991. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarCPUFreq PerformanceCPUFreq Schedutil246810SE +/- 0.016, N = 3SE +/- 0.013, N = 38.6598.674

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastCPUFreq PerformanceCPUFreq Schedutil1224364860SE +/- 0.04, N = 3SE +/- 0.11, N = 353.3153.401. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeCPUFreq PerformanceCPUFreq Schedutil816243240SE +/- 0.21, N = 3SE +/- 0.34, N = 334.0234.08

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2CPUFreq PerformanceCPUFreq Schedutil300K600K900K1200K1500KSE +/- 628.82, N = 3SE +/- 786.91, N = 312152931217200

VKMark

Resolution: 3840 x 2160

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil140280420560700SE +/- 0.33, N = 36416401. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5CPUFreq PerformanceCPUFreq Schedutil500K1000K1500K2000K2500KSE +/- 2403.70, N = 3SE +/- 4041.45, N = 3222033322170001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishCPUFreq PerformanceCPUFreq Schedutil8K16K24K32K40KSE +/- 92.81, N = 3SE +/- 108.56, N = 338311382561. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

GpuTest

Test: Pixmark Volplosion - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 1.15, N = 3SE +/- 1.20, N = 320942091

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeCPUFreq PerformanceCPUFreq Schedutil2M4M6M8M10MSE +/- 7590.56, N = 3SE +/- 63865.50, N = 311372647113567381. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

YafaRay

Total Time For Sample Scene

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneCPUFreq PerformanceCPUFreq Schedutil1530456075SE +/- 0.37, N = 3SE +/- 0.20, N = 366.6766.581. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantCPUFreq PerformanceCPUFreq Schedutil15K30K45K60K75KSE +/- 59.47, N = 3SE +/- 67.19, N = 367985.168077.2

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathCPUFreq PerformanceCPUFreq Schedutil40K80K120K160K200KSE +/- 124.62, N = 3SE +/- 139.54, N = 3173101.00172877.321. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Sysbench

Test: CPU

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 2018-07-28Test: CPUCPUFreq PerformanceCPUFreq Schedutil20K40K60K80K100KSE +/- 97.17, N = 3SE +/- 118.62, N = 390701.1390585.221. (CC) gcc options: -pthread -O3 -funroll-loops -ggdb3 -march=amdfam10 -rdynamic -ldl -laio -lm

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.04, N = 3SE +/- 0.04, N = 330.9030.871. (CC) gcc options: -lm -lpthread -O3

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4CPUFreq PerformanceCPUFreq Schedutil300K600K900K1200K1500KSE +/- 583.87, N = 3SE +/- 501.54, N = 313513301352833

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.31, N = 3SE +/- 0.17, N = 1524.6524.671. chrome 88.0.4324.96

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedCPUFreq PerformanceCPUFreq Schedutil1632486480SE +/- 0.86, N = 4SE +/- 0.78, N = 570.2070.131. (CC) gcc options: -O3

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionCPUFreq PerformanceCPUFreq Schedutil612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 327.1527.171. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GpuTest

Test: GiMark - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil2K4K6K8K10KSE +/- 4.48, N = 3SE +/- 7.17, N = 31086110870

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesCPUFreq PerformanceCPUFreq Schedutil1.10882.21763.32644.43525.544SE +/- 0.023, N = 3SE +/- 0.011, N = 34.9284.9241. (CXX) g++ options: -fopenmp -O3

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil4080120160200SE +/- 0.13, N = 3SE +/- 0.56, N = 3197.16197.32

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil400800120016002000SE +/- 1.35, N = 3SE +/- 5.80, N = 32054.672056.32

GLmark2

Resolution: 3840 x 2160

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil600120018002400300028752873

Tesseract

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160CPUFreq PerformanceCPUFreq Schedutil90180270360450SE +/- 4.45, N = 3SE +/- 2.11, N = 3426.69426.41

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mCPUFreq PerformanceCPUFreq Schedutil48121620SE +/- 0.06, N = 3SE +/- 0.02, N = 1417.7517.74MIN: 17.47 / MAX: 21.7MIN: 17.48 / MAX: 21.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GpuTest

Test: TessMark - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil4K8K12K16K20KSE +/- 4.67, N = 3SE +/- 5.86, N = 31960819597

Sysbench

Test: Memory

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 2018-07-28Test: MemoryCPUFreq PerformanceCPUFreq Schedutil3M6M9M12M15MSE +/- 25904.74, N = 3SE +/- 5094.96, N = 315428518.9215419966.361. (CC) gcc options: -pthread -O3 -funroll-loops -ggdb3 -march=amdfam10 -rdynamic -ldl -laio -lm

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetCPUFreq PerformanceCPUFreq Schedutil20K40K60K80K100KSE +/- 71.83, N = 3SE +/- 109.89, N = 395103.995054.4

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoCPUFreq PerformanceCPUFreq Schedutil10002000300040005000SE +/- 13.34, N = 3SE +/- 11.74, N = 34840.504838.181. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkCPUFreq PerformanceCPUFreq Schedutil1224364860SE +/- 0.07, N = 3SE +/- 0.08, N = 354.0954.111. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatCPUFreq PerformanceCPUFreq Schedutil13K26K39K52K65KSE +/- 31.91, N = 3SE +/- 36.69, N = 362771.662792.5

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveCPUFreq PerformanceCPUFreq Schedutil20406080100SE +/- 0.05, N = 3SE +/- 0.11, N = 3100.59100.621. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

GpuTest

Test: Pixmark Piano - Resolution: 3840 x 2160 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq PerformanceCPUFreq Schedutil2004006008001000SE +/- 0.33, N = 3SE +/- 0.33, N = 3846846

Unigine Superposition

Resolution: 3840 x 2160 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 3840 x 2160 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLCPUFreq PerformanceCPUFreq Schedutil20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 396.496.4MAX: 119.9MAX: 119.3

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3CPUFreq PerformanceCPUFreq Schedutil0.9361.8722.8083.7444.68SE +/- 0.00, N = 3SE +/- 0.00, N = 144.164.16MIN: 4.11 / MAX: 5.52MIN: 4.1 / MAX: 5.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.09, N = 3SE +/- 0.05, N = 329.3529.351. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerCPUFreq PerformanceCPUFreq Schedutil0.66151.3231.98452.6463.3075SE +/- 0.00, N = 3SE +/- 0.00, N = 32.942.94MIN: 2.92 / MAX: 2.99MIN: 2.92 / MAX: 2.98

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisCPUFreq PerformanceCPUFreq Schedutil9182736454040MIN: 38.46 / MAX: 41.67MAX: 41.67

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisCPUFreq PerformanceCPUFreq Schedutil714212835SE +/- 0.30, N = 3SE +/- 0.30, N = 330.0130.01MIN: 29.41 / MAX: 32.26MIN: 28.57 / MAX: 32.26

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19CPUFreq PerformanceCPUFreq Schedutil1020304050SE +/- 0.06, N = 3SE +/- 0.06, N = 343.443.41. (CC) gcc options: -O3 -pthread -lz -llzma

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: In-Memory Database ShootoutCPUFreq PerformanceCPUFreq Schedutil6001200180024003000SE +/- 25.42, N = 6SE +/- 49.45, N = 252597.432850.40

Phoronix Test Suite v10.8.4