POWER9 44c 176t 2021

Tests for a future article

HTML result view exported from: https://openbenchmarking.org/result/2101067-HA-POWER944C64&rdt&grs.

POWER9 44c 176t 2021ProcessorMotherboardMemoryDiskGraphicsMonitorNetworkOSKernelDisplay ServerCompilerFile-SystemScreen ResolutionRun 1Run 2Run 3Run 4xx2POWER9 @ 3.80GHz (44 Cores / 176 Threads)PowerNV T2P9D01 REV 1.0164GB500GB Samsung SSD 860ASPEEDVE2282 x Broadcom NetXtreme BCM5719 PCIeUbuntu 20.105.9.10-050910-generic (ppc64le)X ServerGCC 10.2.0ext41920x1080OpenBenchmarking.orgCompiler Details- --build=powerpc64le-linux-gnu --disable-multilib --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-xyKMTo/gcc-10-10.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-secureplt --enable-shared --enable-targets=powerpcle-linux --enable-threads=posix --host=powerpc64le-linux-gnu --program-prefix=powerpc64le-linux-gnu- --target=powerpc64le-linux-gnu --with-cpu=power8 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-long-double-128 --with-target-system-zlib=auto --without-cuda-driver -v Processor Details- SMT (threads per core): 4Python Details- Python 3.8.6Security Details- itlb_multihit: Not affected + l1tf: Mitigation of RFI Flush L1D private per thread + mds: Not affected + meltdown: Mitigation of RFI Flush L1D private per thread + spec_store_bypass: Mitigation of Kernel entry/exit barrier (eieio) + spectre_v1: Mitigation of __user pointer sanitization ori31 speculation barrier enabled + spectre_v2: Mitigation of Indirect branch cache disabled Software link stack flush + srbds: Not affected + tsx_async_abort: Not affected

POWER9 44c 176t 2021hpcg: compress-zstd: 3system-decompress-gzip: lammps: 20k Atomsredis: SETcompress-zstd: 19graphics-magick: Noise-Gaussiansystem-decompress-zlib: stockfish: Total Timedav1d: Summer Nature 1080plczero: BLASmlpack: scikit_qdax265: Bosphorus 1080predis: LPOPgraphics-magick: Rotatehugin: Panorama Photo Assistant + Stitching Timeblender: Fishy Cat - CPU-Onlyclomp: Static OMP Speedupocrmypdf: Processing 60 Page PDF Documentonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUdav1d: Chimera 1080plibgav1: Summer Nature 4Kunpack-firefox: firefox-84.0.source.tar.xzpovray: Trace Timegimp: auto-levelsmafft: Multiple Sequence Alignment - LSU RNApyperformance: python_startupnumenta-nab: Bayesian Changepointlibgav1: Chimera 1080p 10-bitmlpack: scikit_linearridgeregressiononednn: IP Shapes 1D - f32 - CPUcompress-pbzip2: 256MB File Compressionredis: GETblender: BMW27 - CPU-Onlyopencv: DNN - Deep Neural Networkbuild-linux-kernel: Time To Compilekvazaar: Bosphorus 1080p - Slownumenta-nab: EXPoSEonednn: Recurrent Neural Network Inference - f32 - CPUaobench: 2048 x 2048 - Total Timegegl: Cropmnn: mobilenet-v1-1.0onednn: IP Shapes 3D - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUoctave-benchmark: numenta-nab: Relative Entropyredis: LPUSHrsvg: SVG Files To PNGonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUmnn: SqueezeNetV1.0libgav1: Chimera 1080predis: SADDkvazaar: Bosphorus 1080p - Mediumnumenta-nab: Windowed Gaussianblosc: blosclzmnn: resnet-v2-50mnn: MobileNetV2_224graphics-magick: Swirlgimp: unsharp-maskdav1d: Chimera 1080p 10-bitnumenta-nab: Earthgecko Skylinemlpack: scikit_icaonednn: Recurrent Neural Network Training - u8s8f32 - CPUcompress-7zip: Compress Speed Testcompress-lz4: 3 - Decompression Speednode-web-tooling: gegl: Cartoononednn: IP Shapes 3D - u8s8f32 - CPUx265: Bosphorus 4Konednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUgmic: 2D Function Plotting, 1000 Timesbyte: Dhrystone 2c-ray: Total Time - 4K, 16 Rays Per Pixelcompress-gzip: Linux Source Tree Archiving To .tar.gztachyon: Total Timeonednn: Recurrent Neural Network Training - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUdav1d: Summer Nature 4Konednn: Convolution Batch Shapes Auto - u8s8f32 - CPUlibgav1: Summer Nature 1080pcryptsetup: Twofish-XTS 256b Encryptiongegl: Scalebuild2: Time To Compilegraphics-magick: Resizingespeak: Text-To-Speech Synthesisamg: compress-lz4: 9 - Decompression Speedcryptsetup: AES-XTS 256b Encryptiononednn: Deconvolution Batch shapes_3d - f32 - CPUaom-av1: Speed 6 Realtimekvazaar: Bosphorus 1080p - Ultra Fastmnn: inception-v3simdjson: DistinctUserIDcryptsetup: Serpent-XTS 256b Encryptionlibraw: Post-Processing Benchmarksmallpt: Global Illumination Renderer; 128 Sampleskvazaar: Bosphorus 1080p - Very Fastpyperformance: pickle_pure_pythonvpxenc: Speed 5encode-ape: WAV To APEpyperformance: raytracegraphics-magick: Sharpenbuild-ffmpeg: Time To Compilebasis: ETC1Stesseract-ocr: Time To OCR 7 Imagesblender: Barbershop - CPU-Onlyttsiod-renderer: Phong Rendering With Soft-Shadow Mappingpyperformance: crypto_pyaesonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUrnnoise: cryptsetup: AES-XTS 512b Encryptionsqlite-speedtest: Timed Time - Size 1,000pyperformance: pathlibblender: Pabellon Barcelona - CPU-Onlybasis: UASTC Level 2rav1e: 5gmic: 3D Elevated Function In Rand Colors, 100 Timescryptsetup: AES-XTS 512b Decryptionbuild-apache: Time To Compileonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUgegl: Rotate 90 Degreesbuild-imagemagick: Time To Compilegegl: Tile Glassgegl: Wavelet Blurnumpy: rav1e: 6compress-lz4: 1 - Compression Speedcryptsetup: AES-XTS 256b Decryptionbuild-php: Time To Compilerawtherapee: Total Benchmark Timegraphics-magick: Enhancedgit: Time To Complete Common Git Commandsonednn: Convolution Batch Shapes Auto - f32 - CPUkvazaar: Bosphorus 4K - Very Fastonednn: Deconvolution Batch shapes_1d - f32 - CPUgegl: Antialiasencode-wavpack: WAV To WavPackgegl: Reflectcompress-lz4: 1 - Decompression Speedgimp: rotatebasis: UASTC Level 0basis: UASTC Level 2 + RDO Post-Processinggegl: Color Enhancekvazaar: Bosphorus 4K - Ultra Fastpyperformance: floatdcraw: RAW To PPM Image Conversionrav1e: 10webp: Quality 100, Losslesscompress-lz4: 9 - Compression Speedencode-flac: WAV To FLACpybench: Total For Average Test Timesdolfyn: Computational Fluid Dynamicspyperformance: nbodyaom-av1: Speed 8 Realtimebuild-eigen: Time To Compilebuild-gcc: Time To Compilemlpack: scikit_svmonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUscikit-learn: pyperformance: json_loadscompress-lz4: 3 - Compression Speedcryptsetup: Twofish-XTS 512b Decryptionsystem-decompress-xz: pyperformance: gocryptsetup: PBKDF2-whirlpoolcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-sha512blender: Classroom - CPU-Onlycryptsetup: Twofish-XTS 256b Decryptiongmic: Plotting Isosurface Of A 3D Volume, 1000 Timesbasis: UASTC Level 3encode-opus: WAV To Opus Encodewebp: Quality 100, Lossless, Highest Compressiontjbench: tnn: CPU - SqueezeNet v1.1webp: Defaultwebp: Quality 100cryptsetup: PBKDF2-whirlpoolencode-mp3: WAV To MP3webp: Quality 100, Highest Compressiontnn: CPU - MobileNet v2pyperformance: django_templatepyperformance: regex_compilepyperformance: chaospyperformance: 2to3cryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 256b Decryptionvpxenc: Speed 0rav1e: 1kvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Slowaom-av1: Speed 6 Two-Passaom-av1: Speed 4 Two-Passaom-av1: Speed 0 Two-Passsimdjson: PartialTweetssimdjson: LargeRandsimdjson: Kostyacaffe: GoogleNet - CPU - 1000caffe: GoogleNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: AlexNet - CPU - 1000caffe: AlexNet - CPU - 200caffe: AlexNet - CPU - 100gimp: resizecompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9build-llvm: Time To Compilex264: H.264 Video Encodinggraphics-magick: HWB Color Spacelammps: Rhodopsin ProteinRun 1Run 2Run 3Run 4xx215.05254022.54.93515.332584774.6577.64142723.84968331660332261.5594645.6312.90519606.57638104.452233.855.837.70426.8026173.0213.5630.90925.97039.52911.26714.570.32813.763.7529.76982.078800110.61123.912579267.8577.051409.8677532.0563.88215.928116.43113.56357568.898.33734.694509296.1132.5297566.4091.84927.70682251.357.0718.0932982.6654.28056.505120351.214109.32228.37289.8913142.01684569240.54.01205.81533.19776.249.167332959.77427089795.218.53149.92943.426513101.140.827689.1555.295042.27132.612.639135.397182154.41034726819250.92473.010.34962.3243.25471.0761.2362.218.824.41718.411.342.7121.6701.3941755.53978.74646.531424.42782.06832713161.338.3092098.1170.61651.9356.4718.5390.17986.9042100.144.88642.825777.41229.04159.862106.159167.760.2099087.532496.286.39483.59653492.51725.60885.65103.62170.745128.75951.93510342.428.23911.2691081.060106.51414.04384113.3060.40129.96638.0640.182360038.0664765.10129.9031431.90544.764.7701817.52665.139.71132.75.5557141091132264.2913345.11826.55343.18062.105101.751578611.7067.86810.96434387014.39717.662637.131150453314798133.962.775.10.580.0841.871.890.250.170.021.190.481.0619687833643951860596544121250077040020.62127.963536.16753.85142313.86419.28514657.75.5814.441562275.4479.54212886.06268431552898262.2294246.1212.7500314.16640107.327229.33638.98526.0454172.0613.4230.00626.04539.38111.36314.969.86713.423.8530.25922.051811922.06125.572595169.4326.971439.8817670.6662.83416.235114.12913.40697676.798.49634.5450100231.951766793.44827.63689655.127.0318.1732968.5654.38856.148120551.903109.23228.68789.3813133.11706269299.54.05208.28533.42426.179.077362942.76227261721.518.6450.46943.235913011.540.652889.4755.236242.66133.812.542135.598181854.916348627892432488.710.32172.3342.96470.6551.2462.718.764.42118.271.332.6921.7951.3841755.27479.28946.641426.94776.9432613188.238.1092096.9170.85151.6358.118.4380.17987.3892098.444.71942.824677.58728.95359.867106.635168.590.2089061.86249486.04783.67653492.17425.51765.66103.38870.982129.06352.0410337.928.26511.2591078.212106.82914.04384113.3080.40229.92838.0540.182360538.094755.1129.731434.53144.724.7703917.49765.239.66132.95.56171434357010934051091130264.31132.945.1326.55343.20362.095101.807647612.0317.86910.95934402014.40317.663637.09215045331479875.10.580.0841.871.890.250.170.021.190.481.0622.23825.042568.00836.66147914.85219.27584228.75.58715.892531519.6979.63962874.75756829938062253.4698443.9612.32521050633108.532225.99638.5326.8142174.5313.7230.82125.29340.53811.21214.571.75113.783.7529.81712.026791993.69122.662639769.1447.041437.6257679.5762.59416.25116.2913.67657534.578.49634.057510285.7232.4987693.2891.87927.94693377.697.0517.8952980.4663.97256.959120151.229108.70231.40188.7213254.51701059183.24.06207.46833.10916.239.163062975.5732727569518.73250.23242.974213147.241.075589.6955.799542.43133.912.518136.676182054.79135046429224.72483.210.38832.3143.18474.5351.2462.718.914.45118.371.332.7121.831.3941455.66578.98346.325427.26777.72632813157.238.0812087.8171.61251.8356.0718.5420.17987.1622089.544.96542.941177.82629.10460.168106.696168.520.2099062.33248686.34783.35853592.24925.57745.66103.74870.839129.18552.10610333.628.32611.2351077.825106.80714383113.5890.40129.9938.0340.275359738.1494765.1129.6641434.11744.684.7699717.49865.139.66132.95.56371534357010922661092266264.4913345.126.5743.20762.07101.806761611.7667.86510.96134402014.39917.662637.08115045331479875.10.580.0841.871.890.250.170.021.190.481.0621.83527.649562.20835.53148915.07119.23643013.519.16833982.515.86673.3392267.179896585.926.8576169.2713.3111.53913.5729.48987.127690.4613.45127682.67699.0328.117.142993.61218107.8713302.39187.733.49079.1792226979748.113137.940.965688.7855.419742.24180435044779306.610.41132.3343.331.2318.8218.41417778.69513107.90.1842.70649046.5153625.57655.64103.73910310.514.0129.91638.1238.0675.114.7618739.7262.087.86510.96117.660.0841.871.890.250.170.021.190.481.06154613.873OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Run 1Run 2Run 3Run 4xx2510152025SE +/- 0.14, N = 1015.0519.2919.2819.2419.171. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Run 1Run 2Run 3xx210002000300040005000SE +/- 36.98, N = 34022.54657.74228.73982.51. (CC) gcc options: -O3 -pthread -lz

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionRun 1Run 2Run 31.25712.51423.77135.02846.2855SE +/- 0.051, N = 144.9355.5805.587

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsRun 1Run 2Run 3xx248121620SE +/- 0.28, N = 915.3314.4415.8915.871. (CXX) g++ options: -O3 -pthread -lm

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETRun 1Run 2Run 3130K260K390K520K650KSE +/- 3402.58, N = 3584774.65562275.44531519.691. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Run 1Run 2Run 3xx220406080100SE +/- 1.18, N = 1577.679.579.673.31. (CC) gcc options: -O3 -pthread -lz

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianRun 1Run 2Run 3xx290180270360450SE +/- 5.70, N = 44144213963921. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

System ZLIB Decompression

OpenBenchmarking.orgms, Fewer Is BetterSystem ZLIB Decompression 1.2.7Run 1Run 2Run 36001200180024003000SE +/- 18.03, N = 102723.852886.062874.76

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeRun 1Run 2Run 37M14M21M28M35MSE +/- 231184.54, N = 33166033231552898299380621. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -flto -flto=jobserver

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pRun 1Run 2Run 3xx260120180240300SE +/- 3.54, N = 3261.55262.22253.46267.17MIN: 91.05 / MAX: 314.59MIN: 94.27 / MAX: 310.07MIN: 95.85 / MAX: 301.92MIN: 95.76 / MAX: 317.151. (CC) gcc options: -pthread

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASRun 1Run 2Run 3xx22004006008001000SE +/- 11.95, N = 99469429849891. (CXX) g++ options: -flto -pthread

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaRun 1Run 2Run 31020304050SE +/- 0.55, N = 645.6346.1243.96

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pRun 1Run 2Run 33691215SE +/- 0.13, N = 312.9012.7012.321. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Redis

Test: LPOP

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPRun 1Run 2Run 3110K220K330K440K550KSE +/- 2892.27, N = 3519606.57500314.16521050.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateRun 1Run 2Run 3xx2140280420560700SE +/- 2.89, N = 36386406336581. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeRun 1Run 2Run 320406080100SE +/- 1.65, N = 3104.45107.33108.53

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Fishy Cat - Compute: CPU-OnlyRun 1Run 2Run 350100150200250SE +/- 1.21, N = 3233.85229.33225.99

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupRun 1Run 2Run 3xx2246810SE +/- 0.06, N = 35.86.06.05.91. (CC) gcc options: -fopenmp -O3 -lm

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentRun 1Run 2Run 3918273645SE +/- 0.47, N = 337.7038.9938.53

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx2612182430SE +/- 0.11, N = 326.8026.0526.8126.86MIN: 24.26MIN: 24.26MIN: 25.27MIN: 25.451. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pRun 1Run 2Run 3xx24080120160200SE +/- 0.51, N = 3173.02172.06174.53169.27MIN: 130.46 / MAX: 248.83MIN: 128.85 / MAX: 241.06MIN: 131.48 / MAX: 245.71MIN: 129.05 / MAX: 236.251. (CC) gcc options: -pthread

libgav1

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 4KRun 1Run 2Run 3xx248121620SE +/- 0.06, N = 313.5613.4213.7213.311. (CXX) g++ options: -O3 -lpthread

Unpacking Firefox

Extracting: firefox-84.0.source.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 1Run 2Run 3714212835SE +/- 0.31, N = 430.9130.0130.82

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeRun 1Run 2Run 3612182430SE +/- 0.07, N = 325.9726.0525.291. (CXX) g++ options: -pipe -O3 -ffast-math -pthread -R/usr/lib -lSDL -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsRun 1Run 2Run 3918273645SE +/- 0.48, N = 339.5339.3840.54

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNARun 1Run 2Run 3xx23691215SE +/- 0.03, N = 311.2711.3611.2111.541. (CC) gcc options: -std=c99 -O3 -lm -lpthread

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRun 1Run 2Run 348121620SE +/- 0.03, N = 314.514.914.5

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointRun 1Run 2Run 31632486480SE +/- 1.09, N = 370.3369.8771.75

libgav1

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080p 10-bitRun 1Run 2Run 3xx248121620SE +/- 0.02, N = 313.7613.4213.7813.571. (CXX) g++ options: -O3 -lpthread

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionRun 1Run 2Run 30.86631.73262.59893.46524.3315SE +/- 0.02, N = 33.753.853.75

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPURun 1Run 2Run 3xx2714212835SE +/- 0.15, N = 329.7730.2629.8229.49MIN: 26.11MIN: 27.23MIN: 26.76MIN: 25.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Parallel BZIP2 Compression

256MB File Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.12256MB File CompressionRun 1Run 2Run 30.46760.93521.40281.87042.3382.0782.0512.0261. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETRun 1Run 2Run 3200K400K600K800K1000KSE +/- 4540.22, N = 3800110.61811922.06791993.691. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: BMW27 - Compute: CPU-OnlyRun 1Run 2Run 3306090120150SE +/- 0.50, N = 3123.91125.57122.66

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.4Test: DNN - Deep Neural NetworkRun 1Run 2Run 36K12K18K24K30KSE +/- 291.88, N = 152579225951263971. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mcpu=power8 -fvisibility=hidden -O3 -shared

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileRun 1Run 2Run 31530456075SE +/- 0.56, N = 367.8669.4369.14

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: SlowRun 1Run 2Run 3xx2246810SE +/- 0.03, N = 37.056.977.047.121. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Numenta Anomaly Benchmark

Detector: EXPoSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSERun 1Run 2Run 330060090012001500SE +/- 19.77, N = 31409.871439.881437.63

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: CPURun 1Run 2Run 3xx216003200480064008000SE +/- 13.00, N = 37532.057670.667679.577690.46MIN: 7462.27MIN: 7637.04MIN: 7649.72MIN: 7657.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeRun 1Run 2Run 31428425670SE +/- 0.88, N = 363.8862.8362.591. (CC) gcc options: -lm -O3

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRun 1Run 2Run 348121620SE +/- 0.12, N = 315.9316.2416.25

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Run 1Run 2Run 3306090120150SE +/- 1.28, N = 3116.43114.13116.29MIN: 113.57 / MAX: 129.96MIN: 113.44 / MAX: 115.23MIN: 114.3 / MAX: 119.011. (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: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPURun 1Run 2Run 3xx248121620SE +/- 0.06, N = 313.5613.4113.6813.45MIN: 12MIN: 11.94MIN: 12.16MIN: 11.981. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx216003200480064008000SE +/- 57.46, N = 37568.897676.797534.577682.60MIN: 7444.77MIN: 7632.13MIN: 7477.9MIN: 7633.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Run 1Run 2Run 3246810SE +/- 0.046, N = 58.3378.4968.496

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyRun 1Run 2Run 3816243240SE +/- 0.18, N = 334.6934.5434.06

Redis

Test: LPUSH

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHRun 1Run 2Run 3110K220K330K440K550KSE +/- 4078.83, N = 3509296.11501002.00510285.721. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRun 1Run 2Run 3816243240SE +/- 0.26, N = 332.5331.9532.501. rsvg-convert version 2.50.1

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 3xx216003200480064008000SE +/- 31.01, N = 37566.407667.007693.287699.03MIN: 7480.61MIN: 7622.49MIN: 7650.53MIN: 7656.571. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Run 1Run 2Run 320406080100SE +/- 0.42, N = 391.8593.4591.88MIN: 90.17 / MAX: 94.5MIN: 92.15 / MAX: 95.92MIN: 90.67 / MAX: 93.211. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

libgav1

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080pRun 1Run 2Run 3xx2714212835SE +/- 0.16, N = 327.7027.6327.9428.111. (CXX) g++ options: -O3 -lpthread

Redis

Test: SADD

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDRun 1Run 2Run 3150K300K450K600K750KSE +/- 6623.24, N = 15682251.35689655.12693377.691. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumRun 1Run 2Run 3xx2246810SE +/- 0.02, N = 37.077.037.057.141. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianRun 1Run 2Run 348121620SE +/- 0.08, N = 318.0918.1717.90

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzRun 1Run 2Run 3Run 4xx26001200180024003000SE +/- 2.78, N = 32982.62968.52980.43013.52993.61. (CXX) g++ options: -rdynamic

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Run 1Run 2Run 3140280420560700SE +/- 2.29, N = 3654.28654.39663.97MIN: 647.79 / MAX: 673.25MIN: 648.81 / MAX: 680.43MIN: 661.55 / MAX: 673.821. (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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Run 1Run 2Run 31326395265SE +/- 0.09, N = 356.5156.1556.96MIN: 55.43 / MAX: 58.08MIN: 55.46 / MAX: 57.21MIN: 56.01 / MAX: 58.651. (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

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlRun 1Run 2Run 3xx230060090012001500SE +/- 5.70, N = 312031205120112181. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskRun 1Run 2Run 31224364860SE +/- 0.73, N = 351.2151.9051.23

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitRun 1Run 2Run 3xx220406080100SE +/- 1.08, N = 3109.32109.23108.70107.87MIN: 78.72 / MAX: 166.47MIN: 79.84 / MAX: 157.85MIN: 78.6 / MAX: 162.6MIN: 78.41 / MAX: 158.071. (CC) gcc options: -pthread

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineRun 1Run 2Run 350100150200250SE +/- 1.04, N = 3228.37228.69231.40

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaRun 1Run 2Run 320406080100SE +/- 0.06, N = 389.8989.3888.72

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx23K6K9K12K15KSE +/- 13.23, N = 313142.013133.113254.513302.3MIN: 13063.1MIN: 13074.3MIN: 13172.7MIN: 13234.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestRun 1Run 2Run 340K80K120K160K200KSE +/- 1543.67, N = 121684561706261701051. (CXX) g++ options: -pipe -lpthread

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedRun 1Run 2Run 3xx22K4K6K8K10KSE +/- 1.14, N = 39240.59299.59183.29187.71. (CC) gcc options: -O3

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkRun 1Run 2Run 30.91351.8272.74053.6544.5675SE +/- 0.03, N = 34.014.054.061. Nodejs v12.18.2

GEGL

Operation: Cartoon

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRun 1Run 2Run 350100150200250SE +/- 0.28, N = 3205.82208.29207.47

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx2816243240SE +/- 0.21, N = 333.2033.4233.1133.49MIN: 30.98MIN: 31.15MIN: 31.11MIN: 31.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KRun 1Run 2Run 3246810SE +/- 0.02, N = 36.246.176.231. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx23691215SE +/- 0.00387, N = 39.167339.077369.163069.17922MIN: 8.32MIN: 8.26MIN: 8.36MIN: 8.371. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

G'MIC

Test: 2D Function Plotting, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesRun 1Run 2Run 36001200180024003000SE +/- 2.49, N = 32959.772942.762975.571. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Run 1Run 2Run 3xx26M12M18M24M30MSE +/- 95417.01, N = 327089795.227261721.527275695.026979748.1

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelRun 1Run 2Run 3510152025SE +/- 0.02, N = 318.5318.6418.731. (CC) gcc options: -lm -lpthread -O3

Gzip Compression

Linux Source Tree Archiving To .tar.gz

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzRun 1Run 2Run 31122334455SE +/- 0.21, N = 349.9350.4750.23

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeRun 1Run 2Run 31020304050SE +/- 0.09, N = 343.4343.2442.971. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

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: CPURun 1Run 2Run 3xx23K6K9K12K15KSE +/- 46.19, N = 313101.113011.513147.213137.9MIN: 12981.5MIN: 12949.8MIN: 13080.1MIN: 13058.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

oneDNN

Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx2918273645SE +/- 0.04, N = 340.8340.6541.0840.97MIN: 36.3MIN: 36.16MIN: 36.91MIN: 37.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KRun 1Run 2Run 3xx220406080100SE +/- 0.17, N = 389.1589.4789.6988.78MIN: 32.47 / MAX: 102.49MIN: 32.82 / MAX: 101.78MIN: 33.55 / MAX: 102.51MIN: 31.74 / MAX: 101.251. (CC) gcc options: -pthread

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx21326395265SE +/- 0.03, N = 355.3055.2455.8055.42MIN: 53.16MIN: 53.33MIN: 53.72MIN: 53.661. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

libgav1

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 1080pRun 1Run 2Run 3xx21020304050SE +/- 0.06, N = 342.2742.6642.4342.241. (CXX) g++ options: -O3 -lpthread

Cryptsetup

Twofish-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 2Run 3Run 1306090120150SE +/- 1.27, N = 3133.9133.8132.6

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleRun 1Run 2Run 33691215SE +/- 0.01, N = 312.6412.5412.52

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRun 1Run 2Run 3306090120150SE +/- 0.32, N = 3135.40135.60136.68

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingRun 1Run 2Run 3xx240080012001600200018211818182018041. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRun 1Run 2Run 31224364860SE +/- 0.23, N = 454.4154.9254.791. (CC) gcc options: -O2 -std=c99

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkRun 1Run 2Run 3xx2800K1600K2400K3200K4000KSE +/- 14205.58, N = 334726813486278350464235044771. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedRun 1Run 2Run 3xx22K4K6K8K10KSE +/- 0.94, N = 39250.99243.09224.79306.61. (CC) gcc options: -O3

Cryptsetup

AES-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 2Run 3Run 15001000150020002500SE +/- 21.68, N = 32492.82494.52473.0

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: CPURun 1Run 2Run 3xx23691215SE +/- 0.01, N = 310.3510.3210.3910.41MIN: 9.81MIN: 9.88MIN: 9.93MIN: 9.891. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeRun 1Run 2Run 3xx20.52431.04861.57292.09722.6215SE +/- 0.00, N = 32.322.332.312.331. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastRun 1Run 2Run 3xx21020304050SE +/- 0.05, N = 343.2542.9643.1843.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Run 1Run 2Run 3100200300400500SE +/- 0.27, N = 3471.08470.66474.54MIN: 467.86 / MAX: 482.63MIN: 467.4 / MAX: 665.69MIN: 471.94 / MAX: 484.371. (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

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDRun 1Run 2Run 3xx20.2790.5580.8371.1161.395SE +/- 0.00, N = 31.231.241.241.231. (CXX) g++ options: -O3 -pthread

Cryptsetup

Serpent-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 1Run 2Run 31428425670SE +/- 0.53, N = 362.262.762.7

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRun 1Run 2Run 3xx2510152025SE +/- 0.04, N = 318.8218.7618.9118.821. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesRun 1Run 2Run 31.00152.0033.00454.0065.0075SE +/- 0.051, N = 34.4174.4214.4511. (CXX) g++ options: -fopenmp -O3

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastRun 1Run 2Run 3xx2510152025SE +/- 0.09, N = 318.4118.2718.3718.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonRun 1Run 2Run 30.30150.6030.90451.2061.5075SE +/- 0.00, N = 31.341.331.33

VP9 libvpx Encoding

Speed: Speed 5

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Run 1Run 2Run 30.60981.21961.82942.43923.049SE +/- 0.01, N = 32.712.692.711. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

Monkey Audio Encoding

WAV To APE

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APERun 1Run 2Run 3510152025SE +/- 0.05, N = 521.6721.8021.831. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRun 1Run 2Run 30.31280.62560.93841.25121.564SE +/- 0.00, N = 31.391.381.39

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenRun 1Run 2Run 3xx290180270360450SE +/- 0.58, N = 34174174144171. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 1Run 2Run 31326395265SE +/- 0.15, N = 355.5455.2755.67

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SRun 1Run 2Run 320406080100SE +/- 0.19, N = 378.7579.2978.981. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesRun 1Run 2Run 31122334455SE +/- 0.43, N = 346.5346.6446.33

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Barbershop - Compute: CPU-OnlyRun 1Run 2Run 390180270360450SE +/- 0.60, N = 3424.42426.94427.26

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingRun 1Run 2Run 3xx22004006008001000SE +/- 1.17, N = 3782.07776.94777.73778.701. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -lSDL -fopenmp -fwhole-program -lstdc++

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesRun 1Run 2Run 370140210280350327326328

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 3xx23K6K9K12K15KSE +/- 21.48, N = 313161.313188.213157.213107.9MIN: 13042.7MIN: 13093.8MIN: 13071.4MIN: 13054.21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Run 1Run 2Run 3918273645SE +/- 0.12, N = 338.3138.1138.081. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Cryptsetup

AES-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 2Run 3Run 15001000150020002500SE +/- 0.60, N = 32098.42099.32098.1

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Run 1Run 2Run 34080120160200SE +/- 0.17, N = 3170.62170.85171.611. (CC) gcc options: -O2 -ldl -lz -lpthread

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRun 1Run 2Run 31224364860SE +/- 0.00, N = 351.951.651.8

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Pabellon Barcelona - Compute: CPU-OnlyRun 1Run 2Run 380160240320400SE +/- 0.50, N = 3356.47358.10356.07

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Run 1Run 2Run 3510152025SE +/- 0.09, N = 318.5418.4418.541. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5Run 1Run 2Run 3xx20.04050.0810.12150.1620.2025SE +/- 0.000, N = 30.1790.1790.1790.180

G'MIC

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

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesRun 1Run 2Run 320406080100SE +/- 0.11, N = 386.9087.3987.161. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Cryptsetup

AES-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 2Run 3Run 15001000150020002500SE +/- 1.32, N = 32098.82101.02100.1

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRun 1Run 2Run 31020304050SE +/- 0.04, N = 344.8944.7244.97

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURun 1Run 2Run 3xx21020304050SE +/- 0.01, N = 342.8342.8242.9442.71MIN: 40.13MIN: 40.08MIN: 40.11MIN: 39.761. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRun 1Run 2Run 320406080100SE +/- 0.20, N = 377.4177.5977.83

Timed ImageMagick Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRun 1Run 2Run 3714212835SE +/- 0.01, N = 329.0428.9529.10

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassRun 1Run 2Run 31326395265SE +/- 0.04, N = 359.8659.8760.17

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurRun 1Run 2Run 320406080100SE +/- 0.17, N = 3106.16106.64106.70

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRun 1Run 2Run 34080120160200SE +/- 0.26, N = 3167.76168.59168.52

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Run 1Run 2Run 30.0470.0940.1410.1880.235SE +/- 0.000, N = 30.2090.2080.209

LZ4 Compression

Compression Level: 1 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedRun 1Run 2Run 3xx22K4K6K8K10KSE +/- 39.26, N = 39087.539061.869062.339046.511. (CC) gcc options: -O3

Cryptsetup

AES-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 2Run 3Run 15001000150020002500SE +/- 2.11, N = 32495.22497.12496.2

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRun 1Run 2Run 320406080100SE +/- 0.14, N = 386.3986.0586.35

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeRun 1Run 2Run 320406080100SE +/- 0.11, N = 383.6083.6883.361. RawTherapee, version 5.8, command line.

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedRun 1Run 2Run 3xx2120240360480600SE +/- 1.45, N = 35345345355361. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsRun 1Run 2Run 320406080100SE +/- 0.19, N = 392.5292.1792.251. git version 2.27.0

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: CPURun 1Run 2Run 3xx2612182430SE +/- 0.10, N = 325.6125.5225.5825.58MIN: 24.97MIN: 24.94MIN: 25.08MIN: 25.021. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -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 FastRun 1Run 2Run 3xx21.27352.5473.82055.0946.3675SE +/- 0.01, N = 35.655.665.665.641. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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: CPURun 1Run 2Run 3xx220406080100SE +/- 0.31, N = 3103.62103.39103.75103.74MIN: 98.18MIN: 98.31MIN: 99.91MIN: 98.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRun 1Run 2Run 31632486480SE +/- 0.03, N = 370.7570.9870.84

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackRun 1Run 2Run 3306090120150SE +/- 0.14, N = 5128.76129.06129.191. (CXX) g++ options: -rdynamic

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRun 1Run 2Run 31224364860SE +/- 0.02, N = 351.9452.0452.11

LZ4 Compression

Compression Level: 1 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedRun 1Run 2Run 3xx22K4K6K8K10KSE +/- 47.39, N = 310342.410337.910333.610310.51. (CC) gcc options: -O3

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateRun 1Run 2Run 3714212835SE +/- 0.04, N = 328.2428.2728.33

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Run 1Run 2Run 33691215SE +/- 0.01, N = 311.2711.2611.241. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingRun 1Run 2Run 32004006008001000SE +/- 1.96, N = 31081.061078.211077.831. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRun 1Run 2Run 320406080100SE +/- 0.09, N = 3106.51106.83106.81

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastRun 1Run 2Run 3xx248121620SE +/- 0.01, N = 314.0414.0414.0014.011. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatRun 1Run 2Run 380160240320400384384383

dcraw

RAW To PPM Image Conversion

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image ConversionRun 1Run 2Run 3306090120150SE +/- 0.05, N = 3113.31113.31113.591. (CC) gcc options: -lm

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Run 1Run 2Run 30.09050.1810.27150.3620.4525SE +/- 0.001, N = 30.4010.4020.401

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRun 1Run 2Run 3xx2714212835SE +/- 0.02, N = 329.9729.9329.9929.921. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedRun 1Run 2Run 3xx2918273645SE +/- 0.03, N = 338.0638.0538.0338.121. (CC) gcc options: -O3

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACRun 1Run 2Run 3918273645SE +/- 0.02, N = 540.1840.1840.281. (CXX) g++ options: -O2 -fvisibility=hidden -lm

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRun 1Run 2Run 38001600240032004000SE +/- 0.67, N = 3360036053597

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRun 1Run 2Run 3xx2918273645SE +/- 0.05, N = 338.0738.0938.1538.07

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyRun 1Run 2Run 3100200300400500SE +/- 0.33, N = 3476475476

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeRun 1Run 2Run 3xx21.14982.29963.44944.59925.749SE +/- 0.00, N = 35.105.105.105.111. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Timed Eigen Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileRun 1Run 2Run 3306090120150SE +/- 0.09, N = 3129.90129.73129.66

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileRun 1Run 2Run 330060090012001500SE +/- 1.43, N = 31431.911434.531434.12

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmRun 1Run 2Run 31020304050SE +/- 0.03, N = 344.7644.7244.68

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURun 1Run 2Run 3xx21.07332.14663.21994.29325.3665SE +/- 0.00269, N = 34.770184.770394.769974.76187MIN: 4.24MIN: 4.28MIN: 4.25MIN: 4.251. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Run 1Run 2Run 348121620SE +/- 0.01, N = 317.5317.5017.50

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRun 1Run 2Run 31530456075SE +/- 0.06, N = 365.165.265.1

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedRun 1Run 2Run 3xx2918273645SE +/- 0.00, N = 339.7139.6639.6639.721. (CC) gcc options: -O3

Cryptsetup

Twofish-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 1Run 2Run 3306090120150SE +/- 0.23, N = 3132.7132.9132.9

System XZ Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem XZ DecompressionRun 1Run 2Run 31.25172.50343.75515.00686.2585SE +/- 0.004, N = 35.5555.5615.563

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goRun 1Run 2Run 3150300450600750SE +/- 0.88, N = 3714714715

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-whirlpoolRun 2Run 370K140K210K280K350K344020344020

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-sha512Run 2Run 3200K400K600K800K1000K10922661092266

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 1Run 2Run 3200K400K600K800K1000KSE +/- 1134.33, N = 3109113210911301092266

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Classroom - Compute: CPU-OnlyRun 1Run 2Run 360120180240300SE +/- 0.35, N = 3264.29264.31264.49

Cryptsetup

Twofish-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 2Run 3Run 1306090120150133.0132.9133.0

G'MIC

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

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesRun 1Run 2Run 31020304050SE +/- 0.02, N = 345.1245.1345.101. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Run 1Run 2Run 3612182430SE +/- 0.10, N = 326.5526.5526.571. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeRun 1Run 2Run 31020304050SE +/- 0.01, N = 543.1843.2043.211. (CXX) g++ options: -fvisibility=hidden -logg -lm

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 CompressionRun 1Run 2Run 3xx21428425670SE +/- 0.02, N = 362.1162.1062.0762.081. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

libjpeg-turbo tjbench

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Run 1Run 2Run 320406080100SE +/- 0.02, N = 3101.75101.81101.811. (CC) gcc options: -O3 -rdynamic

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Run 1Run 2Run 3130260390520650SE +/- 0.04, N = 3611.71612.03611.77MIN: 611.53 / MAX: 611.9MIN: 611.9 / MAX: 612.31MIN: 611.64 / MAX: 613.271. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRun 1Run 2Run 3xx2246810SE +/- 0.003, N = 37.8687.8697.8657.8651. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Run 1Run 2Run 3xx23691215SE +/- 0.00, N = 310.9610.9610.9610.961. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 1Run 2Run 370K140K210K280K350KSE +/- 150.00, N = 3343870344020344020

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Run 1Run 2Run 348121620SE +/- 0.00, N = 314.4014.4014.401. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRun 1Run 2Run 3xx248121620SE +/- 0.00, N = 317.6617.6617.6617.661. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Run 1Run 2Run 3140280420560700SE +/- 0.25, N = 3637.13637.09637.08MIN: 632.77 / MAX: 642.36MIN: 633.86 / MAX: 640.2MIN: 634.04 / MAX: 639.951. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateRun 1Run 2Run 3306090120150150150150

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileRun 1Run 2Run 3100200300400500453453453

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosRun 1Run 2Run 370140210280350314314314

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Run 1Run 2Run 32004006008001000798798798

Cryptsetup

Twofish-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRun 1306090120150133.9

Cryptsetup

Serpent-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRun 1142842567062.7

Cryptsetup

Serpent-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 1Run 2Run 320406080100SE +/- 0.00, N = 375.175.175.1

VP9 libvpx Encoding

Speed: Speed 0

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0Run 1Run 2Run 30.13050.2610.39150.5220.6525SE +/- 0.00, N = 30.580.580.581. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

rav1e

Speed: 1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1Run 1Run 2Run 3xx20.01890.03780.05670.07560.0945SE +/- 0.000, N = 30.0840.0840.0840.084

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumRun 1Run 2Run 3xx20.42080.84161.26241.68322.104SE +/- 0.01, N = 31.871.871.871.871. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: SlowRun 1Run 2Run 3xx20.42530.85061.27591.70122.1265SE +/- 0.00, N = 31.891.891.891.891. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassRun 1Run 2Run 3xx20.05630.11260.16890.22520.2815SE +/- 0.00, N = 30.250.250.250.251. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassRun 1Run 2Run 3xx20.03830.07660.11490.15320.1915SE +/- 0.00, N = 30.170.170.170.171. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 0 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassRun 1Run 2Run 3xx20.00450.0090.01350.0180.0225SE +/- 0.00, N = 30.020.020.020.021. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsRun 1Run 2Run 3xx20.26780.53560.80341.07121.339SE +/- 0.00, N = 31.191.191.191.191. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomRun 1Run 2Run 3xx20.1080.2160.3240.4320.54SE +/- 0.00, N = 30.480.480.480.481. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaRun 1Run 2Run 3xx20.23850.4770.71550.9541.1925SE +/- 0.00, N = 31.061.061.061.061. (CXX) g++ options: -O3 -pthread

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 1000

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000Run 1400K800K1200K1600K2000KSE +/- 73205.05, N = 319687831. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Run 180K160K240K320K400KSE +/- 13183.90, N = 93643951. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Run 140K80K120K160K200KSE +/- 6785.75, N = 121860591. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 1000

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000Run 1140K280K420K560K700KSE +/- 16049.04, N = 96544121. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Run 130K60K90K120K150KSE +/- 4397.47, N = 121250071. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Run 115K30K45K60K75KSE +/- 2232.82, N = 15704001. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeRun 1Run 2Run 3510152025SE +/- 0.34, N = 1520.6222.2421.84

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 9Run 1Run 2Run 3714212835SE +/- 0.44, N = 1527.9625.0427.651. (CC) gcc options: -pthread -fvisibility=hidden -O2

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileRun 1Run 2Run 3120240360480600SE +/- 21.50, N = 9536.17568.01562.21

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingRun 1Run 2Run 31224364860SE +/- 1.62, N = 1553.8536.6635.531. (CC) gcc options: -ldl -lm -lpthread -O3 -ffast-math -maltivec -mabi=altivec -mvsx -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceRun 1Run 2Run 3xx230060090012001500SE +/- 32.53, N = 1514231479148915461. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinRun 1Run 2Run 3xx248121620SE +/- 0.38, N = 1513.8614.8515.0713.871. (CXX) g++ options: -O3 -pthread -lm

Phoronix Test Suite v10.8.5