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&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 SchedutilCPUFreq Performance3691215Min: 2 / Avg: 2.36 / Max: 8.11Min: 2 / Avg: 2.08 / Max: 9.221. (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 SchedutilCPUFreq Performance3691215Min: 2.1 / Avg: 3.35 / Max: 6.48Min: 2.39 / Avg: 3.2 / Max: 4.521. (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 SchedutilCPUFreq Performance7001400210028003500SE +/- 42.31, N = 4SE +/- 2.17, N = 434602257

FFmpeg

H.264 HD To NTSC DV

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 4.0.2H.264 HD To NTSC DVCPUFreq SchedutilCPUFreq Performance246810SE +/- 0.062, N = 6SE +/- 0.037, N = 36.4534.2271. (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 SchedutilCPUFreq Performance4080120160200SE +/- 0.53, N = 3SE +/- 0.10, N = 3135.62186.60MIN: 94.6 / MAX: 335.55MIN: 120.55 / MAX: 370.281. (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 SchedutilCPUFreq Performance816243240SE +/- 0.29, N = 15SE +/- 0.25, N = 330.5934.211. (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 SchedutilCPUFreq Performance306090120150SE +/- 1.76, N = 31151281. firefox 84.0.2

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUCPUFreq SchedutilCPUFreq Performance1428425670SE +/- 0.46, N = 3SE +/- 0.30, N = 361.7755.68

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxCPUFreq SchedutilCPUFreq Performance20406080100SE +/- 0.99, N = 3SE +/- 1.02, N = 391.87100.841. firefox 84.0.2

CP2K Molecular Dynamics

Fayalite-FIST Data

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.1Fayalite-FIST DataCPUFreq SchedutilCPUFreq Performance2004006008001000888.22811.11

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeCPUFreq SchedutilCPUFreq Performance7001400210028003500SE +/- 6.69, N = 3SE +/- 3.61, N = 3306128221. 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 SchedutilCPUFreq Performance1428425670SE +/- 0.37, N = 3SE +/- 0.60, N = 357.5261.531. (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 SchedutilCPUFreq Performance50100150200250SE +/- 0.82, N = 3SE +/- 1.04, N = 3196.48210.001. chrome 88.0.4324.96

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzCPUFreq SchedutilCPUFreq Performance3K6K9K12K15KSE +/- 95.24, N = 3SE +/- 19.42, N = 314457.315423.41. (CXX) g++ options: -rdynamic

Selenium

Benchmark: ARES-6 - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeCPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.09, N = 3SE +/- 0.02, N = 314.4713.591. chrome 88.0.4324.96

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeCPUFreq SchedutilCPUFreq Performance4080120160200SE +/- 0.67, N = 31791891. chrome 88.0.4324.96

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxCPUFreq SchedutilCPUFreq Performance1020304050SE +/- 0.37, N = 3SE +/- 0.27, N = 344.8042.851. 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 SchedutilCPUFreq Performance100200300400500SE +/- 4.61, N = 15SE +/- 1.35, N = 3463.17483.43MIN: 194.67 / MAX: 499.75MIN: 230.1 / 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 SchedutilCPUFreq Performance90180270360450SE +/- 3.38, N = 3SE +/- 3.79, N = 33904071. (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 SchedutilCPUFreq Performance6001200180024003000SE +/- 30.62, N = 3SE +/- 25.11, N = 32657.202547.96MIN: 2608.63MIN: 2500.161. (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 SchedutilCPUFreq Performance1.18912.37823.56734.75645.9455SE +/- 0.072, N = 3SE +/- 0.064, N = 35.2855.082MIN: 5.07 / MAX: 8.3MIN: 4.88 / MAX: 6.431. (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 SchedutilCPUFreq Performance90180270360450SE +/- 3.79, N = 3SE +/- 2.85, N = 33924071. (CXX) g++ options: -flto -pthread

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheCPUFreq SchedutilCPUFreq Performance918273645SE +/- 0.35, N = 15SE +/- 0.31, N = 1538.1236.771. (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 SchedutilCPUFreq Performance246810SE +/- 0.012, N = 3SE +/- 0.036, N = 38.4548.170

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupCPUFreq SchedutilCPUFreq Performance510152025SE +/- 0.06, N = 3SE +/- 0.16, N = 921.320.61. (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 SchedutilCPUFreq Performance9001800270036004500SE +/- 31.91, N = 3SE +/- 8.93, N = 33940.784074.54

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance60120180240300SE +/- 1.99, N = 3SE +/- 0.56, N = 3246.30254.66

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BCPUFreq SchedutilCPUFreq Performance2K4K6K8K10KSE +/- 1.81, N = 3SE +/- 10.19, N = 37646.917899.901. (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 SchedutilCPUFreq Performance1.22272.44543.66814.89086.1135SE +/- 0.060, N = 3SE +/- 0.059, N = 35.4345.261

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.049, N = 3SE +/- 0.063, N = 39.5429.239

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.11, N = 14SE +/- 0.01, N = 311.3711.01MIN: 11.05 / MAX: 12.62MIN: 10.9 / MAX: 11.31. (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 SchedutilCPUFreq Performance246810SE +/- 0.05229, N = 3SE +/- 0.08822, N = 38.408298.14337MIN: 7.95MIN: 7.771. (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 SchedutilCPUFreq Performance120240360480600SE +/- 3.55, N = 3SE +/- 2.34, N = 3555.2537.91. chrome 88.0.4324.96

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkCPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.11, N = 3SE +/- 0.03, N = 315.2315.691. Nodejs v12.18.2

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3CPUFreq SchedutilCPUFreq Performance714212835SE +/- 0.31, N = 3SE +/- 0.38, N = 331.5630.65MIN: 30.24 / MAX: 40.01MIN: 29.11 / MAX: 57.291. (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 SchedutilCPUFreq Performance400800120016002000SE +/- 19.21, N = 15SE +/- 20.59, N = 31686.631642.32MIN: 1583.35MIN: 1607.811. (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 SchedutilCPUFreq Performance3691215SE +/- 0.04, N = 3SE +/- 0.03, N = 312.1211.81

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.091260, N = 15SE +/- 0.048345, N = 39.4153049.6590011. (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 SchedutilCPUFreq Performance6K12K18K24K30KSE +/- 30.90, N = 3SE +/- 19.76, N = 327470.5028180.651. (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 SchedutilCPUFreq Performance510152025SE +/- 0.12, N = 3SE +/- 0.12, N = 320.9221.40

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 SchedutilCPUFreq Performance0.87581.75162.62743.50324.379SE +/- 0.00345, N = 3SE +/- 0.01973, N = 33.892273.80695MIN: 3.71MIN: 3.61. (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 SchedutilCPUFreq Performance612182430SE +/- 0.21, N = 14SE +/- 0.16, N = 325.4524.90MIN: 24.75 / MAX: 36.04MIN: 24.54 / MAX: 26.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeCPUFreq SchedutilCPUFreq Performance9M18M27M36M45MSE +/- 311694.90, N = 3SE +/- 63424.87, N = 343755897428188291. (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 SchedutilCPUFreq Performance5K10K15K20K25KSE +/- 15.09, N = 3SE +/- 21.18, N = 323612.8324115.421. (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 SchedutilCPUFreq Performance3691215SE +/- 0.16, N = 3SE +/- 0.03, N = 311.4611.70

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyCPUFreq SchedutilCPUFreq Performance510152025SE +/- 0.20, N = 14SE +/- 0.04, N = 321.7221.28MIN: 20.98 / MAX: 29.43MIN: 21 / MAX: 22.871. (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 SchedutilCPUFreq Performance3006009001200150015441513

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonCPUFreq SchedutilCPUFreq Performance6001200180024003000SE +/- 11.29, N = 4SE +/- 22.28, N = 429482892

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4CPUFreq SchedutilCPUFreq Performance16M32M48M64M80MSE +/- 451180.36, N = 3SE +/- 482772.60, N = 1473934070725310251. (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 SchedutilCPUFreq Performance15003000450060007500SE +/- 33.82, N = 3SE +/- 18.96, N = 36901.247034.541. (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 SchedutilCPUFreq Performance1122334455SE +/- 0.44, N = 3SE +/- 0.38, N = 348.949.81. (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 SchedutilCPUFreq Performance50100150200250SE +/- 0.90, N = 3SE +/- 0.18, N = 3209.49213.34MIN: 207.52 / MAX: 210.75MIN: 212.91 / MAX: 213.841. (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 SchedutilCPUFreq Performance50100150200250SE +/- 2.00, N = 13SE +/- 2.12, N = 12228.67232.781. (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 SchedutilCPUFreq Performance1326395265SE +/- 0.03, N = 14SE +/- 0.03, N = 360.1459.08MIN: 58.9 / MAX: 140.56MIN: 58.07 / MAX: 60.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 5CPUFreq SchedutilCPUFreq Performance0.37350.7471.12051.4941.8675SE +/- 0.014, N = 3SE +/- 0.005, N = 31.6311.660

ASKAP

Test: tConvolve OpenMP - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - GriddingCPUFreq SchedutilCPUFreq Performance7001400210028003500SE +/- 36.96, N = 15SE +/- 43.22, N = 33430.623371.421. (CXX) g++ options: -lpthread

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileCPUFreq SchedutilCPUFreq Performance1020304050SE +/- 0.32, N = 3SE +/- 0.30, N = 345.9045.12

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreCPUFreq SchedutilCPUFreq Performance600120018002400300027432696

Swet

Average

OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageCPUFreq SchedutilCPUFreq Performance200M400M600M800M1000MSE +/- 9522937.85, N = 3SE +/- 13144909.98, N = 3111358947310948815241. (CC) gcc options: -lm -lpthread -lcurses -lrt

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.15, N = 14SE +/- 0.03, N = 313.2413.02MIN: 12.64 / MAX: 22.25MIN: 12.62 / MAX: 13.661. (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 SchedutilCPUFreq Performance246810SE +/- 0.030, N = 3SE +/- 0.045, N = 37.4137.2931. (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 SchedutilCPUFreq Performance714212835SE +/- 0.18, N = 3SE +/- 0.12, N = 331.6132.121. (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 SchedutilCPUFreq Performance2K4K6K8K10KSE +/- 67.30, N = 11SE +/- 69.42, N = 59117.369263.47

ASKAP

Test: tConvolve OpenMP - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - DegriddingCPUFreq SchedutilCPUFreq Performance9001800270036004500SE +/- 12.33, N = 15SE +/- 22.72, N = 34204.554271.731. (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 SchedutilCPUFreq Performance50100150200250SE +/- 0.36, N = 3SE +/- 0.84, N = 3222.17225.681. (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 SchedutilCPUFreq Performance0.50061.00121.50182.00242.503SE +/- 0.010, N = 3SE +/- 0.004, N = 32.1912.225

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxCPUFreq SchedutilCPUFreq Performance6001200180024003000SE +/- 23.10, N = 3SE +/- 11.89, N = 3282627831. firefox 84.0.2

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesCPUFreq SchedutilCPUFreq Performance510152025SE +/- 0.18, N = 15SE +/- 0.17, N = 318.8218.54

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18CPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.08, N = 14SE +/- 0.00, N = 314.7614.54MIN: 14.51 / MAX: 16.44MIN: 14.44 / MAX: 15.261. (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 SchedutilCPUFreq Performance3K6K9K12K15KSE +/- 90.40, N = 3SE +/- 126.71, N = 312206.4212390.161. (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 SchedutilCPUFreq Performance400800120016002000SE +/- 14.57, N = 5SE +/- 15.72, N = 51890.031917.98

Cpuminer-Opt

Algorithm: Garlicoin

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinCPUFreq SchedutilCPUFreq Performance11002200330044005500SE +/- 33.18, N = 3SE +/- 1.61, N = 35232.855310.161. (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 SchedutilCPUFreq Performance510152025SE +/- 0.00, N = 3SE +/- 0.16, N = 321.7422.06MIN: 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 SchedutilCPUFreq Performance1326395265SE +/- 0.09, N = 3SE +/- 0.54, N = 355.256.01. 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 SchedutilCPUFreq Performance3691215SE +/- 0.09, N = 3SE +/- 0.00, N = 312.9613.141. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleCPUFreq SchedutilCPUFreq Performance1.0172.0343.0514.0685.085SE +/- 0.030, N = 13SE +/- 0.027, N = 34.5204.458

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSCPUFreq SchedutilCPUFreq Performance30060090012001500SE +/- 12.63, N = 5SE +/- 8.37, N = 251395.651376.54

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCPUFreq SchedutilCPUFreq Performance3006009001200150011991183

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CCPUFreq SchedutilCPUFreq Performance2K4K6K8K10KSE +/- 2.42, N = 3SE +/- 2.93, N = 39812.739940.531. (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 SchedutilCPUFreq Performance612182430SE +/- 0.06, N = 3SE +/- 0.07, N = 324.223.91. 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 SchedutilCPUFreq Performance3K6K9K12K15KSE +/- 44.20, N = 5SE +/- 19.12, N = 413130.513288.21. (CC) gcc options: -O3

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080pCPUFreq SchedutilCPUFreq Performance2004006008001000SE +/- 0.21, N = 3SE +/- 1.15, N = 3900.42911.11MIN: 700.11 / MAX: 1100.45MIN: 710.88 / MAX: 1109.351. (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 SchedutilCPUFreq Performance612182430SE +/- 0.14, N = 3SE +/- 0.04, N = 325.6625.36MIN: 25.3 / MAX: 26.13MIN: 25.16 / MAX: 25.7

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DCPUFreq SchedutilCPUFreq Performance140280420560700SE +/- 2.15, N = 3SE +/- 1.97, N = 3650.14642.741. (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 SchedutilCPUFreq Performance48121620SE +/- 0.08, N = 3SE +/- 0.20, N = 317.3817.58

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateCPUFreq SchedutilCPUFreq Performance80160240320400SE +/- 1.38, N = 3SE +/- 0.23, N = 3376.94381.16MIN: 63 / MAX: 622MIN: 64 / MAX: 628

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 SchedutilCPUFreq Performance70140210280350SE +/- 2.92, N = 3SE +/- 2.40, N = 3305.92309.34MIN: 154.42 / MAX: 477.33MIN: 157.78 / MAX: 462.961. (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 SchedutilCPUFreq Performance0.41180.82361.23541.64722.059SE +/- 0.01, N = 14SE +/- 0.00, N = 31.831.81MIN: 1.79 / MAX: 2.15MIN: 1.79 / MAX: 1.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3CPUFreq SchedutilCPUFreq Performance10002000300040005000SE +/- 14.80, N = 3SE +/- 11.81, N = 34798.34850.61. (CC) gcc options: -O3 -pthread -lz -llzma

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetCPUFreq SchedutilCPUFreq Performance0.91.82.73.64.5SE +/- 0.03, N = 14SE +/- 0.01, N = 34.003.96MIN: 3.83 / MAX: 5.25MIN: 3.83 / MAX: 4.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsCPUFreq SchedutilCPUFreq Performance306090120150SE +/- 0.43, N = 3SE +/- 0.18, N = 3136.24134.951. (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 SchedutilCPUFreq Performance3K6K9K12K15KSE +/- 59.42, N = 3SE +/- 66.85, N = 313094.613219.41. (CC) gcc options: -O3

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingCPUFreq SchedutilCPUFreq Performance50100150200250SE +/- 1.52, N = 13SE +/- 1.26, N = 15208.87210.861. (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 SchedutilCPUFreq Performance70140210280350SE +/- 1.12, N = 3SE +/- 1.09, N = 3302.9300.11. firefox 84.0.2

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUCPUFreq SchedutilCPUFreq Performance816243240SE +/- 0.15, N = 3SE +/- 0.15, N = 332.632.9

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 SchedutilCPUFreq Performance246810SE +/- 0.030, N = 3SE +/- 0.006, N = 36.0946.1501. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2CPUFreq SchedutilCPUFreq Performance0.9991.9982.9973.9964.995SE +/- 0.01, N = 12SE +/- 0.02, N = 34.444.40MIN: 4.35 / MAX: 7.79MIN: 4.33 / MAX: 12.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8CPUFreq SchedutilCPUFreq Performance0.96231.92462.88693.84924.8115SE +/- 0.011, N = 3SE +/- 0.028, N = 34.2774.2391. (CXX) g++ options: -O3 -fPIC

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10CPUFreq SchedutilCPUFreq Performance1.14862.29723.44584.59445.743SE +/- 0.029, N = 3SE +/- 0.008, N = 35.0605.105

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCPUFreq SchedutilCPUFreq Performance0.24470.48940.73410.97881.2235SE +/- 0.00415, N = 3SE +/- 0.00618, N = 31.087451.07820

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CCPUFreq SchedutilCPUFreq Performance3K6K9K12K15KSE +/- 8.67, N = 3SE +/- 5.49, N = 312056.3912156.391. (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 SchedutilCPUFreq Performance1428425670SE +/- 0.28, N = 3SE +/- 0.12, N = 362.6262.11

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdCPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.07, N = 13SE +/- 0.02, N = 314.7014.58MIN: 14.02 / MAX: 23.03MIN: 14.26 / MAX: 15.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxCPUFreq SchedutilCPUFreq Performance306090120150SE +/- 0.88, N = 3SE +/- 0.67, N = 31251261. firefox 84.0.2

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineCPUFreq SchedutilCPUFreq Performance7K14K21K28K35KSE +/- 60.73, N = 3SE +/- 83.61, N = 334673.8834946.481. (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 SchedutilCPUFreq Performance612182430SE +/- 0.11, N = 3SE +/- 0.11, N = 324.8125.00MIN: 24.48 / MAX: 25.28MIN: 24.49 / MAX: 25.5

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedCPUFreq SchedutilCPUFreq Performance1530456075SE +/- 0.60, N = 3SE +/- 0.07, N = 368.3967.861. (CC) gcc options: -O3

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelCPUFreq SchedutilCPUFreq Performance306090120150141.30140.21

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsCPUFreq SchedutilCPUFreq Performance918273645SE +/- 0.29, N = 3SE +/- 0.27, N = 338.0337.741. git version 2.27.0

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4KCPUFreq SchedutilCPUFreq Performance50100150200250SE +/- 0.43, N = 3SE +/- 0.61, N = 3238.79236.98MIN: 180.39 / MAX: 246.96MIN: 177.99 / MAX: 245.641. (CC) gcc options: -pthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0CPUFreq SchedutilCPUFreq Performance1.2152.433.6454.866.075SE +/- 0.03, N = 14SE +/- 0.01, N = 35.405.36MIN: 5.3 / MAX: 7.34MIN: 5.3 / MAX: 12.71. (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 SchedutilCPUFreq Performance120240360480600SE +/- 0.86, N = 3SE +/- 2.00, N = 3540.74544.61MIN: 350 / MAX: 871MIN: 326 / MAX: 876

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraCPUFreq SchedutilCPUFreq Performance100200300400500SE +/- 0.46, N = 3SE +/- 0.35, N = 3472.04475.24MIN: 280 / MAX: 740MIN: 258 / MAX: 739

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverCPUFreq SchedutilCPUFreq Performance11002200330044005500SE +/- 80.25, N = 15SE +/- 61.90, N = 155309.465273.761. (CC) gcc options: -O3 -mavx2

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxCPUFreq SchedutilCPUFreq Performance2004006008001000SE +/- 3.43, N = 3SE +/- 5.08, N = 3903.2897.21. firefox 84.0.2

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.13, N = 14SE +/- 0.11, N = 312.2012.12MIN: 11.86 / MAX: 24MIN: 11.89 / MAX: 12.721. (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 SchedutilCPUFreq Performance400800120016002000SE +/- 6.34, N = 3SE +/- 1.29, N = 31884.491896.751. (CXX) g++ options: -lpthread

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthCPUFreq SchedutilCPUFreq Performance13M26M39M52M65MSE +/- 699901.59, N = 4SE +/- 253815.96, N = 35999196260379803

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 SchedutilCPUFreq Performance48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 316.9917.10MIN: 16.51MIN: 16.561. (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 SchedutilCPUFreq Performance4080120160200SE +/- 0.06, N = 3SE +/- 0.93, N = 3182.90181.771. (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 SchedutilCPUFreq Performance15K30K45K60K75KSE +/- 58.59, N = 3SE +/- 26.87, N = 36892368498

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyCPUFreq SchedutilCPUFreq Performance4080120160200190.54189.42

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowCPUFreq SchedutilCPUFreq Performance150300450600750SE +/- 8.74, N = 3SE +/- 4.92, N = 3675.27671.34MIN: 432 / MAX: 1414MIN: 428 / MAX: 1388

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceCPUFreq SchedutilCPUFreq Performance918273645SE +/- 0.19, N = 3SE +/- 0.14, N = 340.8641.09

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 SchedutilCPUFreq Performance1224364860SE +/- 0.31, N = 3SE +/- 0.29, N = 351.9752.251. (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 SchedutilCPUFreq Performance150300450600750SE +/- 8.64, N = 3SE +/- 6.09, N = 3691.12694.84

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownCPUFreq SchedutilCPUFreq Performance612182430SE +/- 0.06, N = 3SE +/- 0.15, N = 324.2924.16MIN: 23.95 / MAX: 24.85MIN: 23.66 / MAX: 24.8

GpuTest

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

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Triangle - Resolution: 3840 x 2160 - Mode: FullscreenCPUFreq SchedutilCPUFreq Performance90K180K270K360K450KSE +/- 268.53, N = 3SE +/- 46.05, N = 3424552426719

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeCPUFreq SchedutilCPUFreq Performance60120180240300SE +/- 3.20, N = 3SE +/- 2.89, N = 3253.02251.731. 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 SchedutilCPUFreq Performance400800120016002000SE +/- 5.60, N = 3SE +/- 9.49, N = 31902.471893.041. (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 SchedutilCPUFreq Performance20K40K60K80K100KSE +/- 220.54, N = 3SE +/- 215.71, N = 395640951681. (CXX) g++ options: -pipe -lpthread

Xsbench

OpenBenchmarking.orgLookups/s, More Is BetterXsbench 2017-07-06CPUFreq SchedutilCPUFreq Performance700K1400K2100K2800K3500KSE +/- 3010.71, N = 3SE +/- 1024.65, N = 3314166631571431. (CC) gcc options: -std=gnu99 -fopenmp -O3 -lm

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10CPUFreq SchedutilCPUFreq Performance0.92121.84242.76363.68484.606SE +/- 0.024, N = 3SE +/- 0.025, N = 34.0944.0741. (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 SchedutilCPUFreq Performance246810SE +/- 0.00, N = 3SE +/- 0.02, N = 38.268.22MIN: 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 SchedutilCPUFreq Performance50M100M150M200M250MSE +/- 1232320.79, N = 3SE +/- 399530.94, N = 32092375332102542671. (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 SchedutilCPUFreq Performance3691215SE +/- 0.02, N = 3SE +/- 0.13, N = 313.0512.99

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080pCPUFreq SchedutilCPUFreq Performance2004006008001000SE +/- 4.51, N = 3SE +/- 6.19, N = 3924.64929.05MIN: 670.54 / MAX: 1012.49MIN: 618.04 / MAX: 1013.651. (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 SchedutilCPUFreq Performance612182430SE +/- 0.13, N = 3SE +/- 0.23, N = 322.9923.101. (CC) gcc options: -pthread -fvisibility=hidden -O2

BLAKE2

OpenBenchmarking.orgCycles Per Byte, Fewer Is BetterBLAKE2 20170307CPUFreq SchedutilCPUFreq Performance0.99681.99362.99043.98724.984SE +/- 0.02, N = 3SE +/- 0.02, N = 34.414.431. (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 SchedutilCPUFreq Performance2004006008001000SE +/- 3.49, N = 3SE +/- 4.16, N = 31037.511042.101. (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 SchedutilCPUFreq Performance70140210280350SE +/- 0.52, N = 3SE +/- 0.20, N = 3326.38325.011. (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 SchedutilCPUFreq Performance130260390520650SE +/- 3.36, N = 3SE +/- 4.18, N = 3623.19620.601. (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 SchedutilCPUFreq Performance612182430SE +/- 0.21, N = 3SE +/- 0.21, N = 327.3727.251. (CC) gcc options: -lm -O3

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesCPUFreq SchedutilCPUFreq Performance714212835SE +/- 0.06, N = 3SE +/- 0.04, N = 329.5129.63

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPCPUFreq SchedutilCPUFreq Performance6K12K18K24K30KSE +/- 377.86, N = 3SE +/- 308.13, N = 527738.2927852.001. (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 SchedutilCPUFreq Performance0.55581.11161.66742.22322.779SE +/- 0.01, N = 3SE +/- 0.00, N = 32.472.46MIN: 2.44 / MAX: 2.51MIN: 2.44 / MAX: 2.5

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2CPUFreq SchedutilCPUFreq Performance50100150200250SE +/- 1.57, N = 3SE +/- 0.98, N = 3214.93215.80MIN: 209.92 / MAX: 253.5MIN: 213.88 / MAX: 220.61. (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 SchedutilCPUFreq Performance2004006008001000SE +/- 1.73, N = 3SE +/- 0.57, N = 3867.39863.901. (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 SchedutilCPUFreq Performance3691215SE +/- 0.08, N = 3SE +/- 0.15, N = 312.4712.42

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2CPUFreq SchedutilCPUFreq Performance16K32K48K64K80KSE +/- 93.65, N = 3SE +/- 56.42, N = 374981.0275278.801. (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 SchedutilCPUFreq Performance0.28460.56920.85381.13841.423SE +/- 0.004, N = 3SE +/- 0.002, N = 31.2601.2651. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Primesieve

1e12 Prime Number Generation

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.41e12 Prime Number GenerationCPUFreq SchedutilCPUFreq Performance3691215SE +/- 0.03, N = 3SE +/- 0.02, N = 311.1511.111. (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 SchedutilCPUFreq Performance2004006008001000SE +/- 2.24, N = 3SE +/- 0.00, N = 3987.0990.61. (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 SchedutilCPUFreq Performance0.12530.25060.37590.50120.6265SE +/- 0.002, N = 3SE +/- 0.001, N = 30.5550.557

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileCPUFreq SchedutilCPUFreq Performance20406080100SE +/- 0.07, N = 3SE +/- 0.22, N = 379.5779.29

Warsow

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080CPUFreq SchedutilCPUFreq Performance2004006008001000SE +/- 1.03, N = 3SE +/- 1.06, N = 3957.9961.1

Warsow

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance90180270360450SE +/- 0.30, N = 3SE +/- 1.23, N = 3432.7431.3

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 SchedutilCPUFreq Performance0.54691.09381.64072.18762.7345SE +/- 0.00633, N = 3SE +/- 0.00800, N = 32.430832.42349MIN: 2.31MIN: 2.31. (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 SchedutilCPUFreq Performance2004006008001000SE +/- 1.35, N = 3SE +/- 0.30, N = 3915.04917.731. (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 SchedutilCPUFreq Performance50100150200250SE +/- 1.43, N = 3SE +/- 0.48, N = 3241.4242.1MAX: 356.9MAX: 355.7

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28CPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.02, N = 3SE +/- 0.08, N = 315.3415.381. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeCPUFreq SchedutilCPUFreq Performance1020304050SE +/- 0.09, N = 3SE +/- 0.05, N = 344.4444.321. (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 SchedutilCPUFreq Performance200K400K600K800K1000KSE +/- 1206.35, N = 3SE +/- 140.65, N = 3813873.28816060.571. (CC) gcc options: -O2 -lrt" -lrt

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACCPUFreq SchedutilCPUFreq Performance246810SE +/- 0.020, N = 5SE +/- 0.032, N = 56.3326.3491. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileCPUFreq SchedutilCPUFreq Performance20406080100SE +/- 0.05, N = 3SE +/- 0.11, N = 381.5781.37

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomCPUFreq SchedutilCPUFreq Performance0.9321.8642.7963.7284.66SE +/- 0.005, N = 3SE +/- 0.017, N = 34.1424.132

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPCPUFreq SchedutilCPUFreq Performance9K18K27K36K45KSE +/- 144.00, N = 3SE +/- 199.58, N = 339803.7839899.161. (CXX) g++ options: -O3 -march=native -fopenmp

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileCPUFreq SchedutilCPUFreq Performance20K40K60K80K100KSE +/- 290.71, N = 3SE +/- 261.83, N = 3103996104235

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2CPUFreq SchedutilCPUFreq Performance1.00582.01163.01744.02325.029SE +/- 0.00, N = 14SE +/- 0.01, N = 34.464.47MIN: 4.29 / MAX: 5.81MIN: 4.29 / MAX: 11.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1CPUFreq SchedutilCPUFreq Performance0.95791.91582.87373.83164.7895SE +/- 0.00430, N = 3SE +/- 0.00194, N = 34.248244.257551. (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 SchedutilCPUFreq Performance306090120150112.25112.49

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KCPUFreq SchedutilCPUFreq Performance714212835SE +/- 0.06, N = 3SE +/- 0.11, N = 328.0728.011. (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 SchedutilCPUFreq Performance612182430SE +/- 0.06, N = 3SE +/- 0.15, N = 323.8523.80MIN: 23.52 / MAX: 24.46MIN: 23.36 / MAX: 24.63

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 SchedutilCPUFreq Performance0.79671.59342.39013.18683.9835SE +/- 0.00511, N = 3SE +/- 0.00567, N = 33.540693.53364MIN: 3.42MIN: 3.41. (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 SchedutilCPUFreq Performance10002000300040005000SE +/- 2.85, N = 3SE +/- 4.06, N = 346204611

Rust Prime Benchmark

Prime Number Test To 200,000,000

OpenBenchmarking.orgSeconds, Fewer Is BetterRust Prime BenchmarkPrime Number Test To 200,000,000CPUFreq SchedutilCPUFreq Performance1.1662.3323.4984.6645.83SE +/- 0.001, N = 3SE +/- 0.001, N = 35.1825.1721. (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 SchedutilCPUFreq Performance1.23752.4753.71254.956.1875SE +/- 0.00, N = 3SE +/- 0.01, N = 35.495.50MIN: 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 SchedutilCPUFreq Performance7K14K21K28K35KSE +/- 130.41, N = 3SE +/- 29.42, N = 33250832451

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisCPUFreq SchedutilCPUFreq Performance1428425670SE +/- 0.14, N = 3SE +/- 0.10, N = 362.9962.881. (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 SchedutilCPUFreq Performance246810SE +/- 0.013, N = 3SE +/- 0.016, N = 38.6748.659

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 SchedutilCPUFreq Performance1224364860SE +/- 0.11, N = 3SE +/- 0.04, N = 353.4053.311. (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 SchedutilCPUFreq Performance816243240SE +/- 0.34, N = 3SE +/- 0.21, N = 334.0834.02

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2CPUFreq SchedutilCPUFreq Performance300K600K900K1200K1500KSE +/- 786.91, N = 3SE +/- 628.82, N = 312172001215293

VKMark

Resolution: 3840 x 2160

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance140280420560700SE +/- 0.33, N = 36406411. (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 SchedutilCPUFreq Performance500K1000K1500K2000K2500KSE +/- 4041.45, N = 3SE +/- 2403.70, N = 3221700022203331. (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 SchedutilCPUFreq Performance8K16K24K32K40KSE +/- 108.56, N = 3SE +/- 92.81, N = 338256383111. (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 SchedutilCPUFreq Performance400800120016002000SE +/- 1.20, N = 3SE +/- 1.15, N = 320912094

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeCPUFreq SchedutilCPUFreq Performance2M4M6M8M10MSE +/- 63865.50, N = 3SE +/- 7590.56, N = 311356738113726471. (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 SchedutilCPUFreq Performance1530456075SE +/- 0.20, N = 3SE +/- 0.37, N = 366.5866.671. (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 SchedutilCPUFreq Performance15K30K45K60K75KSE +/- 67.19, N = 3SE +/- 59.47, N = 368077.267985.1

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathCPUFreq SchedutilCPUFreq Performance40K80K120K160K200KSE +/- 139.54, N = 3SE +/- 124.62, N = 3172877.32173101.001. (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 SchedutilCPUFreq Performance20K40K60K80K100KSE +/- 118.62, N = 3SE +/- 97.17, N = 390585.2290701.131. (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 SchedutilCPUFreq Performance714212835SE +/- 0.04, N = 3SE +/- 0.04, N = 330.8730.901. (CC) gcc options: -lm -lpthread -O3

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4CPUFreq SchedutilCPUFreq Performance300K600K900K1200K1500KSE +/- 501.54, N = 3SE +/- 583.87, N = 313528331351330

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeCPUFreq SchedutilCPUFreq Performance612182430SE +/- 0.17, N = 15SE +/- 0.31, N = 324.6724.651. 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 SchedutilCPUFreq Performance1632486480SE +/- 0.78, N = 5SE +/- 0.86, N = 470.1370.201. (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 SchedutilCPUFreq Performance612182430SE +/- 0.04, N = 3SE +/- 0.03, N = 327.1727.151. (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 SchedutilCPUFreq Performance2K4K6K8K10KSE +/- 7.17, N = 3SE +/- 4.48, N = 31087010861

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesCPUFreq SchedutilCPUFreq Performance1.10882.21763.32644.43525.544SE +/- 0.011, N = 3SE +/- 0.023, N = 34.9244.9281. (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 SchedutilCPUFreq Performance4080120160200SE +/- 0.56, N = 3SE +/- 0.13, N = 3197.32197.16

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance400800120016002000SE +/- 5.80, N = 3SE +/- 1.35, N = 32056.322054.67

GLmark2

Resolution: 3840 x 2160

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance600120018002400300028732875

Tesseract

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160CPUFreq SchedutilCPUFreq Performance90180270360450SE +/- 2.11, N = 3SE +/- 4.45, N = 3426.41426.69

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mCPUFreq SchedutilCPUFreq Performance48121620SE +/- 0.02, N = 14SE +/- 0.06, N = 317.7417.75MIN: 17.48 / MAX: 21.04MIN: 17.47 / MAX: 21.71. (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 SchedutilCPUFreq Performance4K8K12K16K20KSE +/- 5.86, N = 3SE +/- 4.67, N = 31959719608

Sysbench

Test: Memory

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 2018-07-28Test: MemoryCPUFreq SchedutilCPUFreq Performance3M6M9M12M15MSE +/- 5094.96, N = 3SE +/- 25904.74, N = 315419966.3615428518.921. (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 SchedutilCPUFreq Performance20K40K60K80K100KSE +/- 109.89, N = 3SE +/- 71.83, N = 395054.495103.9

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoCPUFreq SchedutilCPUFreq Performance10002000300040005000SE +/- 11.74, N = 3SE +/- 13.34, N = 34838.184840.501. (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 SchedutilCPUFreq Performance1224364860SE +/- 0.08, N = 3SE +/- 0.07, N = 354.1154.091. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatCPUFreq SchedutilCPUFreq Performance13K26K39K52K65KSE +/- 36.69, N = 3SE +/- 31.91, N = 362792.562771.6

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveCPUFreq SchedutilCPUFreq Performance20406080100SE +/- 0.11, N = 3SE +/- 0.05, N = 3100.62100.591. (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 SchedutilCPUFreq Performance2004006008001000SE +/- 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 SchedutilCPUFreq Performance20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 396.496.4MAX: 119.3MAX: 119.9

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3CPUFreq SchedutilCPUFreq Performance0.9361.8722.8083.7444.68SE +/- 0.00, N = 14SE +/- 0.00, N = 34.164.16MIN: 4.1 / MAX: 5.46MIN: 4.11 / MAX: 5.521. (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 SchedutilCPUFreq Performance714212835SE +/- 0.05, N = 3SE +/- 0.09, 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 SchedutilCPUFreq Performance0.66151.3231.98452.6463.3075SE +/- 0.00, N = 3SE +/- 0.00, N = 32.942.94MIN: 2.92 / MAX: 2.98MIN: 2.92 / MAX: 2.99

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisCPUFreq SchedutilCPUFreq Performance9182736454040MAX: 41.67MIN: 38.46 / MAX: 41.67

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisCPUFreq SchedutilCPUFreq Performance714212835SE +/- 0.30, N = 3SE +/- 0.30, N = 330.0130.01MIN: 28.57 / MAX: 32.26MIN: 29.41 / MAX: 32.26

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19CPUFreq SchedutilCPUFreq Performance1020304050SE +/- 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 SchedutilCPUFreq Performance6001200180024003000SE +/- 49.45, N = 25SE +/- 25.42, N = 62850.402597.43

Phoronix Test Suite v10.8.5