POWER9 44c 176t 2021

Tests for a future article

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

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 2021caffe: GoogleNet - CPU - 1000caffe: AlexNet - CPU - 1000gmic: 2D Function Plotting, 1000 Timescaffe: GoogleNet - CPU - 200mnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0build-gcc: Time To Compilenumenta-nab: EXPoSEcaffe: GoogleNet - CPU - 100build-llvm: Time To Compilebasis: UASTC Level 2 + RDO Post-Processingvpxenc: Speed 0lammps: 20k Atomscaffe: AlexNet - CPU - 200blosc: blosclzlczero: BLAScaffe: AlexNet - CPU - 100numpy: libgav1: Chimera 1080p 10-bitaom-av1: Speed 0 Two-Passblender: Barbershop - CPU-Onlyhpcg: aom-av1: Speed 6 Two-Passblender: Pabellon Barcelona - CPU-Onlycompress-7zip: Compress Speed Testrav1e: 5libgav1: Chimera 1080pkvazaar: Bosphorus 4K - Mediumrav1e: 6kvazaar: Bosphorus 4K - Slowblender: Classroom - CPU-Onlymlpack: scikit_qdaaom-av1: Speed 4 Two-Passlibgav1: Summer Nature 4Kblender: Fishy Cat - CPU-Onlyaom-av1: Speed 6 Realtimepyperformance: raytracenumenta-nab: Earthgecko Skylinerav1e: 10vpxenc: Speed 5rav1e: 1node-web-tooling: gegl: Cartoonencode-wavpack: WAV To WavPacksqlite-speedtest: Timed Time - Size 1,000graphics-magick: HWB Color Spacestockfish: Total Timepyperformance: 2to3compress-zstd: 19build2: Time To Compilebuild-eigen: Time To Compileblender: BMW27 - CPU-Onlypyperformance: gomlpack: scikit_linearridgeregressiononednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUdcraw: RAW To PPM Image Conversionbyte: Dhrystone 2gegl: Color Enhancegegl: Wavelet Bluraom-av1: Speed 8 Realtimehugin: Panorama Photo Assistant + Stitching Timedav1d: Chimera 1080p 10-bitx265: Bosphorus 4Kmlpack: scikit_icakvazaar: Bosphorus 4K - Very Fastpyperformance: regex_compilecompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9pyperformance: python_startupgit: Time To Complete Common Git Commandsopencv: DNN - Deep Neural Networkgmic: 3D Elevated Function In Rand Colors, 100 Timesbuild-php: Time To Compileonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUpyperformance: nbodyrawtherapee: Total Benchmark Timepybench: Total For Average Test Timeslibgav1: Summer Nature 1080pbasis: ETC1Sgegl: Rotate 90 Degreeskvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumcompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedgegl: Antialiasgimp: resizenumenta-nab: Bayesian Changepointpyperformance: floatbuild-linux-kernel: Time To Compileespeak: Text-To-Speech Synthesisaobench: 2048 x 2048 - Total Timegraphics-magick: Noise-Gaussianpyperformance: chaosdav1d: Chimera 1080ppyperformance: crypto_pyaesencode-opus: WAV To Opus Encodegegl: Tile Glasslibraw: Post-Processing Benchmarkcryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Encryptionencode-flac: WAV To FLACwebp: Quality 100, Lossless, Highest Compressionbuild-ffmpeg: Time To Compilesimdjson: Kostyagraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Rotategraphics-magick: Swirlgraphics-magick: Resizingmlpack: scikit_svmgegl: Reflectgimp: unsharp-masksimdjson: LargeRandcompress-gzip: Linux Source Tree Archiving To .tar.gzx265: Bosphorus 1080ptesseract-ocr: Time To OCR 7 Imagesgmic: Plotting Isosurface Of A 3D Volume, 1000 Timesbuild-apache: Time To Compiletnn: CPU - MobileNet v2tachyon: Total Timesimdjson: PartialTweetssimdjson: DistinctUserIDtnn: CPU - SqueezeNet v1.1x264: H.264 Video Encodinggimp: auto-levelsredis: SADDpyperformance: django_templatekvazaar: Bosphorus 4K - Ultra Fastrnnoise: ocrmypdf: Processing 60 Page PDF Documentcompress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedclomp: Static OMP Speedupunpack-firefox: firefox-84.0.source.tar.xzcompress-zstd: 3cryptsetup: Twofish-XTS 512b Decryptionpyperformance: json_loadsnumenta-nab: Relative Entropydolfyn: Computational Fluid Dynamicscryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: PBKDF2-whirlpoolcryptsetup: PBKDF2-sha512pyperformance: pathlibdav1d: Summer Nature 4Krsvg: SVG Files To PNGpovray: Trace Timeencode-ape: WAV To APEkvazaar: Bosphorus 1080p - Very Fastbuild-imagemagick: Time To Compilecryptsetup: Twofish-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptiongimp: rotatewebp: Quality 100, Losslessbasis: UASTC Level 3cryptsetup: AES-XTS 512b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: AES-XTS 256b Encryptionpyperformance: pickle_pure_pythonttsiod-renderer: Phong Rendering With Soft-Shadow Mappingcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolc-ray: Total Time - 4K, 16 Rays Per Pixelonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUbasis: UASTC Level 2numenta-nab: Windowed Gaussianscikit-learn: webp: Quality 100, Highest Compressiongegl: Cropsystem-decompress-gzip: encode-mp3: WAV To MP3onednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 1D - f32 - CPUgegl: Scalekvazaar: Bosphorus 1080p - Ultra Fastredis: LPOPredis: LPUSHredis: SEToctave-benchmark: redis: GETbasis: UASTC Level 0dav1d: Summer Nature 1080ponednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUwebp: Quality 100mafft: Multiple Sequence Alignment - LSU RNAonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 3D - f32 - CPUwebp: Defaultsystem-decompress-zlib: tjbench: onednn: Convolution Batch Shapes Auto - u8s8f32 - CPUlammps: Rhodopsin Proteinonednn: Convolution Batch Shapes Auto - f32 - CPUsystem-decompress-xz: amg: smallpt: Global Illumination Renderer; 128 Samplesonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUcompress-pbzip2: 256MB File CompressionRun 1Run 2Run 3Run 4xx219687836544122959.774364395471.076116.43156.505654.28091.8491431.9051409.867186059536.1671081.0600.5815.3321250072982.694670400167.7613.760.02424.4215.05250.25356.471684560.17927.701.870.2091.89264.2945.630.1713.56233.852.321.39228.3720.4012.710.0844.01205.815128.759170.61614233166033279877.6135.397129.903123.917143.7513142.013161.313101.1113.30627089795.2106.514106.1595.10104.452109.326.2489.895.6545327.96314.592.5172579286.90486.3947566.407532.057568.8947683.596360042.2778.74677.4127.057.079250.938.069240.539.7170.74520.62170.32838467.85754.41063.882414314173.0232743.18059.86218.82133.962.740.18262.10555.5391.064175346381203182144.7651.93551.2140.4849.92912.9046.53145.11844.886637.13143.42651.191.23611.70653.8539.529682251.3515014.0438.30937.70410342.49087.535.830.9094022.5132.765.134.69438.06675.162.2343870109113251.989.1532.52925.97021.67018.4129.041133132.628.23929.96626.5532100.12098.12496.22473.01.34782.06818.53142.8257103.62118.53918.09317.52617.66215.9284.93514.39740.827629.769812.63943.25519606.57509296.11584774.658.337800110.6111.269261.559.167334.7701810.96411.26733.197713.56357.8682723.849683101.75157855.295013.86425.60885.55534726814.41726.802610.34962.0782942.762470.655114.12956.148654.38893.4481434.5311439.881568.0081078.2120.5814.4412968.5942168.5913.420.02426.9419.28510.25358.11706260.17927.631.870.2081.89264.3146.120.1713.42229.332.331.38228.6870.4022.690.0844.05208.285129.063170.85114793155289879879.5135.598129.73125.577143.8513133.113188.213011.5113.30827261721.5106.829106.6355.1107.327109.236.1789.385.6645325.04214.992.1742595187.38986.04776677670.667676.7947583.676360542.6679.28977.5876.977.03924338.059299.539.6670.98222.23869.86738469.43254.91662.834421314172.0632643.20359.86718.7640.18262.09555.2741.064175346401205181844.7252.0451.9030.4850.46912.746.64145.1344.719637.09243.23591.191.24612.03136.6639.381689655.1215014.0438.10938.98510337.99061.86630.0064657.7132.965.234.5438.0975.162.7344020109113051.689.4731.95126.04521.79518.2728.953133133.928.26529.92826.5532100.52100.12495.82494.41.33776.94109226634402018.6442.8246103.38818.43818.17317.49717.66316.2355.5814.40340.652830.259212.54242.96500314.16501002562275.448.496811922.0611.259262.229.077364.7703910.95911.36333.424213.40697.8692886.062684101.80764755.236214.85225.51765.56134862784.42126.045410.32172.0512975.573474.535116.2956.959663.97291.8791434.1171437.625562.2081077.8250.5815.8922980.4984168.5213.780.02427.2619.27580.25356.071701050.17927.941.870.2091.89264.4943.960.1713.72225.992.311.39231.4010.4012.710.0844.06207.468129.185171.61214892993806279879.6136.676129.664122.667153.7513254.513157.213147.2113.58927275695106.807106.6965.1108.532108.706.2388.725.6645327.64914.592.2492639787.16286.3477693.287679.577534.5747683.358359742.4378.98377.8267.047.059224.738.039183.239.6670.83921.83571.75138369.14454.79162.594396314174.5332843.20760.16818.9140.27562.0755.6651.064145356331201182044.6852.10651.2290.4850.23212.3246.32545.144.965637.08142.97421.191.24611.76635.5340.538693377.691501438.08138.5310333.69062.33630.8214228.7132.965.134.05738.14975.162.7344020109226651.889.6932.49825.29321.8318.3729.104132.9133.828.32629.9926.572099.32097.62494.32492.41.33777.726109226634402018.73242.9411103.74818.54217.89517.49817.66216.255.58714.39941.075529.817112.51843.18521050510285.72531519.698.496791993.6911.235253.469.163064.7699710.96111.21233.109113.67657.8652874.757568101.80676155.799515.07125.57745.56335046424.45126.814210.38832.0263013.519.236415.8662993.698913.570.0219.16830.250.1828.111.871.890.1713.312.330.084154673.313302.313107.913137.926979748.15.11107.875.647699.037690.467682.642.247.127.149306.638.129187.739.72392169.2718.8262.081.06417536658121818040.481.191.2314.0110310.59046.515.93982.538.06788.7818.4129.916778.69542.7064103.73917.6640.965629.489843.33267.179.179224.7618710.96111.53933.490713.45127.86555.419713.87325.5765350447726.857610.4113OpenBenchmarking.org

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: 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

G'MIC

Test: 2D Function Plotting, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesRun 2Run 1Run 36001200180024003000SE +/- 2.49, N = 32942.762959.772975.571. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Run 2Run 1Run 3100200300400500SE +/- 0.27, N = 3470.66471.08474.54MIN: 467.4 / MAX: 665.69MIN: 467.86 / MAX: 482.63MIN: 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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Run 2Run 3Run 1306090120150SE +/- 1.28, N = 3114.13116.29116.43MIN: 113.44 / MAX: 115.23MIN: 114.3 / MAX: 119.01MIN: 113.57 / MAX: 129.961. (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 2Run 1Run 31326395265SE +/- 0.09, N = 356.1556.5156.96MIN: 55.46 / MAX: 57.21MIN: 55.43 / MAX: 58.08MIN: 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

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: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Run 1Run 3Run 220406080100SE +/- 0.42, N = 391.8591.8893.45MIN: 90.17 / MAX: 94.5MIN: 90.67 / MAX: 93.21MIN: 92.15 / MAX: 95.921. (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

Timed GCC Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileRun 1Run 3Run 230060090012001500SE +/- 1.43, N = 31431.911434.121434.53

Numenta Anomaly Benchmark

Detector: EXPoSE

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSERun 1Run 3Run 230060090012001500SE +/- 19.77, N = 31409.871437.631439.88

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

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileRun 1Run 3Run 2120240360480600SE +/- 21.50, N = 9536.17562.21568.01

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingRun 3Run 2Run 12004006008001000SE +/- 1.96, N = 31077.831078.211081.061. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

VP9 libvpx Encoding

Speed: Speed 0

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0Run 3Run 2Run 10.13050.2610.39150.5220.6525SE +/- 0.00, N = 30.580.580.581. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsRun 3xx2Run 1Run 248121620SE +/- 0.28, N = 915.8915.8715.3314.441. (CXX) g++ options: -O3 -pthread -lm

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

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzRun 4xx2Run 1Run 3Run 26001200180024003000SE +/- 2.78, N = 33013.52993.62982.62980.42968.51. (CXX) g++ options: -rdynamic

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASxx2Run 3Run 1Run 22004006008001000SE +/- 11.95, N = 99899849469421. (CXX) g++ options: -flto -pthread

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

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRun 2Run 3Run 14080120160200SE +/- 0.26, N = 3168.59168.52167.76

libgav1

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080p 10-bitRun 3Run 1xx2Run 248121620SE +/- 0.02, N = 313.7813.7613.5713.421. (CXX) g++ options: -O3 -lpthread

AOM AV1

Encoder Mode: Speed 0 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-Passxx2Run 3Run 2Run 10.00450.0090.01350.0180.0225SE +/- 0.00, N = 30.020.020.020.021. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Run 2Run 3Run 4xx2Run 1510152025SE +/- 0.14, N = 1019.2919.2819.2419.1715.051. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-Passxx2Run 3Run 2Run 10.05630.11260.16890.22520.2815SE +/- 0.00, N = 30.250.250.250.251. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Pabellon Barcelona - Compute: CPU-OnlyRun 3Run 1Run 280160240320400SE +/- 0.50, N = 3356.07356.47358.10

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestRun 2Run 3Run 140K80K120K160K200KSE +/- 1543.67, N = 121706261701051684561. (CXX) g++ options: -pipe -lpthread

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5xx2Run 3Run 2Run 10.04050.0810.12150.1620.2025SE +/- 0.000, N = 30.1800.1790.1790.179

libgav1

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080pxx2Run 3Run 1Run 2714212835SE +/- 0.16, N = 328.1127.9427.7027.631. (CXX) g++ options: -O3 -lpthread

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Mediumxx2Run 3Run 2Run 10.42080.84161.26241.68322.104SE +/- 0.01, N = 31.871.871.871.871. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Run 3Run 1Run 20.0470.0940.1410.1880.235SE +/- 0.000, N = 30.2090.2090.208

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Slowxx2Run 3Run 2Run 10.42530.85061.27591.70122.1265SE +/- 0.00, N = 31.891.891.891.891. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaRun 3Run 1Run 21020304050SE +/- 0.55, N = 643.9645.6346.12

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-Passxx2Run 3Run 2Run 10.03830.07660.11490.15320.1915SE +/- 0.00, N = 30.170.170.170.171. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

libgav1

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 4KRun 3Run 1Run 2xx248121620SE +/- 0.06, N = 313.7213.5613.4213.311. (CXX) g++ options: -O3 -lpthread

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Fishy Cat - Compute: CPU-OnlyRun 3Run 2Run 150100150200250SE +/- 1.21, N = 3225.99229.33233.85

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Realtimexx2Run 2Run 1Run 30.52431.04861.57292.09722.6215SE +/- 0.00, N = 32.332.332.322.311. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRun 2Run 1Run 30.31280.62560.93841.25121.564SE +/- 0.00, N = 31.381.391.39

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

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Run 2Run 3Run 10.09050.1810.27150.3620.4525SE +/- 0.001, N = 30.4020.4010.401

VP9 libvpx Encoding

Speed: Speed 5

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Run 3Run 1Run 20.60981.21961.82942.43923.049SE +/- 0.01, N = 32.712.712.691. (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: 1xx2Run 3Run 2Run 10.01890.03780.05670.07560.0945SE +/- 0.000, N = 30.0840.0840.0840.084

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkRun 3Run 2Run 10.91351.8272.74053.6544.5675SE +/- 0.03, N = 34.064.054.011. Nodejs v12.18.2

GEGL

Operation: Cartoon

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRun 1Run 3Run 250100150200250SE +/- 0.28, N = 3205.82207.47208.29

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

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

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color Spacexx2Run 3Run 2Run 130060090012001500SE +/- 32.53, N = 1515461489147914231. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

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

PyPerformance

Benchmark: 2to3

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

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Run 3Run 2Run 1xx220406080100SE +/- 1.18, N = 1579.679.577.673.31. (CC) gcc options: -O3 -pthread -lz

Build2

Time To Compile

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

Timed Eigen Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileRun 3Run 2Run 1306090120150SE +/- 0.09, N = 3129.66129.73129.90

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: BMW27 - Compute: CPU-OnlyRun 3Run 1Run 2306090120150SE +/- 0.50, N = 3122.66123.91125.57

PyPerformance

Benchmark: go

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

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionRun 1Run 3Run 20.86631.73262.59893.46524.3315SE +/- 0.02, N = 33.753.753.85

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 2Run 1Run 3xx23K6K9K12K15KSE +/- 13.23, N = 313133.113142.013254.513302.3MIN: 13074.3MIN: 13063.1MIN: 13172.7MIN: 13234.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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: CPUxx2Run 3Run 1Run 23K6K9K12K15KSE +/- 21.48, N = 313107.913157.213161.313188.2MIN: 13054.2MIN: 13071.4MIN: 13042.7MIN: 13093.81. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -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 2Run 1xx2Run 33K6K9K12K15KSE +/- 46.19, N = 313011.513101.113137.913147.2MIN: 12949.8MIN: 12981.5MIN: 13058.3MIN: 13080.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Run 3Run 2Run 1xx26M12M18M24M30MSE +/- 95417.01, N = 327275695.027261721.527089795.226979748.1

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRun 1Run 3Run 220406080100SE +/- 0.09, N = 3106.51106.81106.83

GEGL

Operation: Wavelet Blur

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

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 Realtimexx2Run 3Run 2Run 11.14982.29963.44944.59925.749SE +/- 0.00, N = 35.115.105.105.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -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

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

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KRun 1Run 3Run 2246810SE +/- 0.02, N = 36.246.236.171. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaRun 3Run 2Run 120406080100SE +/- 0.06, N = 388.7289.3889.89

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 3Run 2Run 1xx21.27352.5473.82055.0946.3675SE +/- 0.01, N = 35.665.665.655.641. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

Benchmark: regex_compile

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

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 2Run 3Run 1714212835SE +/- 0.44, N = 1525.0427.6527.961. (CC) gcc options: -pthread -fvisibility=hidden -O2

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRun 1Run 3Run 248121620SE +/- 0.03, N = 314.514.514.9

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsRun 2Run 3Run 120406080100SE +/- 0.19, N = 392.1792.2592.521. git version 2.27.0

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

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 3Run 220406080100SE +/- 0.11, N = 386.9087.1687.391. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRun 2Run 3Run 120406080100SE +/- 0.14, N = 386.0586.3586.39

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

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

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 3Run 1Run 2xx216003200480064008000SE +/- 57.46, N = 37534.577568.897676.797682.60MIN: 7477.9MIN: 7444.77MIN: 7632.13MIN: 7633.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyRun 2Run 1Run 3100200300400500SE +/- 0.33, N = 3475476476

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeRun 3Run 1Run 220406080100SE +/- 0.11, N = 383.3683.6083.681. RawTherapee, version 5.8, command line.

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRun 3Run 1Run 28001600240032004000SE +/- 0.67, N = 3359736003605

libgav1

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 1080pRun 2Run 3Run 1xx21020304050SE +/- 0.06, N = 342.6642.4342.2742.241. (CXX) g++ options: -O3 -lpthread

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SRun 1Run 3Run 220406080100SE +/- 0.19, N = 378.7578.9879.291. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

GEGL

Operation: Rotate 90 Degrees

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

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Slowxx2Run 1Run 3Run 2246810SE +/- 0.03, N = 37.127.057.046.971. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Mediumxx2Run 1Run 3Run 2246810SE +/- 0.02, N = 37.147.077.057.031. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression Speedxx2Run 1Run 2Run 32K4K6K8K10KSE +/- 0.94, N = 39306.69250.99243.09224.71. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression Speedxx2Run 1Run 2Run 3918273645SE +/- 0.03, N = 338.1238.0638.0538.031. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedRun 2Run 1xx2Run 32K4K6K8K10KSE +/- 1.14, N = 39299.59240.59187.79183.21. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression Speedxx2Run 1Run 3Run 2918273645SE +/- 0.00, N = 339.7239.7139.6639.661. (CC) gcc options: -O3

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRun 1Run 3Run 21632486480SE +/- 0.03, N = 370.7570.8470.98

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeRun 1Run 3Run 2510152025SE +/- 0.34, N = 1520.6221.8422.24

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointRun 2Run 1Run 31632486480SE +/- 1.09, N = 369.8770.3371.75

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatRun 3Run 1Run 280160240320400383384384

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileRun 1Run 3Run 21530456075SE +/- 0.56, N = 367.8669.1469.43

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRun 1Run 3Run 21224364860SE +/- 0.23, N = 454.4154.7954.921. (CC) gcc options: -O2 -std=c99

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeRun 3Run 2Run 11428425670SE +/- 0.88, N = 362.5962.8363.881. (CC) gcc options: -lm -O3

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianRun 2Run 1Run 3xx290180270360450SE +/- 5.70, N = 44214143963921. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

PyPerformance

Benchmark: chaos

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

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pRun 3Run 1Run 2xx24080120160200SE +/- 0.51, N = 3174.53173.02172.06169.27MIN: 131.48 / MAX: 245.71MIN: 130.46 / MAX: 248.83MIN: 128.85 / MAX: 241.06MIN: 129.05 / MAX: 236.251. (CC) gcc options: -pthread

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesRun 2Run 1Run 370140210280350326327328

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

GEGL

Operation: Tile Glass

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

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRun 3xx2Run 1Run 2510152025SE +/- 0.04, N = 318.9118.8218.8218.761. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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

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

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 3xx2Run 2Run 11428425670SE +/- 0.02, N = 362.0762.0862.1062.111. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 2Run 1Run 31326395265SE +/- 0.15, N = 355.2755.5455.67

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: Kostyaxx2Run 3Run 2Run 10.23850.4770.71550.9541.1925SE +/- 0.00, N = 31.061.061.061.061. (CXX) g++ options: -O3 -pthread

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Sharpenxx2Run 2Run 1Run 390180270360450SE +/- 0.58, N = 34174174174141. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Enhancedxx2Run 3Run 2Run 1120240360480600SE +/- 1.45, N = 35365355345341. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Rotatexx2Run 2Run 1Run 3140280420560700SE +/- 2.89, N = 36586406386331. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Swirlxx2Run 2Run 1Run 330060090012001500SE +/- 5.70, N = 312181205120312011. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingRun 1Run 3Run 2xx240080012001600200018211820181818041. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmRun 3Run 2Run 11020304050SE +/- 0.03, N = 344.6844.7244.76

GEGL

Operation: Reflect

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

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskRun 1Run 3Run 21224364860SE +/- 0.73, N = 351.2151.2351.90

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomxx2Run 3Run 2Run 10.1080.2160.3240.4320.54SE +/- 0.00, N = 30.480.480.480.481. (CXX) g++ options: -O3 -pthread

Gzip Compression

Linux Source Tree Archiving To .tar.gz

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzRun 1Run 3Run 21122334455SE +/- 0.21, N = 349.9350.2350.47

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

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesRun 3Run 1Run 21122334455SE +/- 0.43, N = 346.3346.5346.64

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 3Run 1Run 21020304050SE +/- 0.02, N = 345.1045.1245.131. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRun 2Run 1Run 31020304050SE +/- 0.04, N = 344.7244.8944.97

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Run 3Run 2Run 1140280420560700SE +/- 0.25, N = 3637.08637.09637.13MIN: 634.04 / MAX: 639.95MIN: 633.86 / MAX: 640.2MIN: 632.77 / MAX: 642.361. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeRun 3Run 2Run 11020304050SE +/- 0.09, N = 342.9743.2443.431. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsxx2Run 3Run 2Run 10.26780.53560.80341.07121.339SE +/- 0.00, N = 31.191.191.191.191. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDRun 3Run 2xx2Run 10.2790.5580.8371.1161.395SE +/- 0.00, N = 31.241.241.231.231. (CXX) g++ options: -O3 -pthread

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Run 1Run 3Run 2130260390520650SE +/- 0.04, N = 3611.71611.77612.03MIN: 611.53 / MAX: 611.9MIN: 611.64 / MAX: 613.27MIN: 611.9 / MAX: 612.311. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsRun 2Run 1Run 3918273645SE +/- 0.48, N = 339.3839.5340.54

Redis

Test: SADD

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDRun 3Run 2Run 1150K300K450K600K750KSE +/- 6623.24, N = 15693377.69689655.12682251.351. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

PyPerformance

Benchmark: django_template

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

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 2Run 1xx2Run 348121620SE +/- 0.01, N = 314.0414.0414.0114.001. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Run 3Run 2Run 1918273645SE +/- 0.12, N = 338.0838.1138.311. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentRun 1Run 3Run 2918273645SE +/- 0.47, N = 337.7038.5338.99

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

LZ4 Compression

Compression Level: 1 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedRun 1Run 3Run 2xx22K4K6K8K10KSE +/- 39.26, N = 39087.539062.339061.869046.511. (CC) gcc options: -O3

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupRun 3Run 2xx2Run 1246810SE +/- 0.06, N = 36.06.05.95.81. (CC) gcc options: -fopenmp -O3 -lm

Unpacking Firefox

Extracting: firefox-84.0.source.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 2Run 3Run 1714212835SE +/- 0.31, N = 430.0130.8230.91

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Run 2Run 3Run 1xx210002000300040005000SE +/- 36.98, N = 34657.74228.74022.53982.51. (CC) gcc options: -O3 -pthread -lz

Cryptsetup

Twofish-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 3Run 2Run 1306090120150SE +/- 0.23, N = 3132.9132.9132.7

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRun 1Run 3Run 21530456075SE +/- 0.06, N = 365.165.165.2

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyRun 3Run 2Run 1816243240SE +/- 0.18, N = 334.0634.5434.69

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRun 1xx2Run 2Run 3918273645SE +/- 0.05, N = 338.0738.0738.0938.15

Cryptsetup

Serpent-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 3Run 2Run 120406080100SE +/- 0.00, N = 375.175.175.1

Cryptsetup

Serpent-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 3Run 2Run 11428425670SE +/- 0.53, N = 362.762.762.2

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 3Run 2Run 170K140K210K280K350KSE +/- 150.00, N = 3344020344020343870

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 3Run 1Run 2200K400K600K800K1000KSE +/- 1134.33, N = 3109226610911321091130

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRun 2Run 3Run 11224364860SE +/- 0.00, N = 351.651.851.9

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KRun 3Run 2Run 1xx220406080100SE +/- 0.17, N = 389.6989.4789.1588.78MIN: 33.55 / MAX: 102.51MIN: 32.82 / MAX: 101.78MIN: 32.47 / MAX: 102.49MIN: 31.74 / MAX: 101.251. (CC) gcc options: -pthread

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRun 2Run 3Run 1816243240SE +/- 0.26, N = 331.9532.5032.531. rsvg-convert version 2.50.1

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeRun 3Run 1Run 2612182430SE +/- 0.07, N = 325.2925.9726.051. (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

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

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very Fastxx2Run 1Run 3Run 2510152025SE +/- 0.09, N = 318.4118.4118.3718.271. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Timed ImageMagick Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRun 2Run 1Run 3714212835SE +/- 0.01, N = 328.9529.0429.10

Cryptsetup

Twofish-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 3Run 2Run 1306090120150133.0133.0133.0

Cryptsetup

Twofish-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 3Run 2Run 1306090120150SE +/- 1.27, N = 3133.9133.9132.6

GIMP

Test: rotate

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

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Losslessxx2Run 2Run 1Run 3714212835SE +/- 0.02, N = 329.9229.9329.9729.991. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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

Cryptsetup

AES-XTS 512b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 3Run 2Run 15001000150020002500SE +/- 1.32, N = 32101.02100.52100.1

Cryptsetup

AES-XTS 512b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 2Run 3Run 15001000150020002500SE +/- 0.60, N = 32100.12099.32098.1

Cryptsetup

AES-XTS 256b Decryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 3Run 1Run 25001000150020002500SE +/- 2.11, N = 32497.12496.22495.8

Cryptsetup

AES-XTS 256b Encryption

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 3Run 2Run 15001000150020002500SE +/- 21.68, N = 32494.52494.42473.0

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonRun 2Run 3Run 10.30150.6030.90451.2061.5075SE +/- 0.00, N = 31.331.331.34

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingRun 1xx2Run 3Run 22004006008001000SE +/- 1.17, N = 3782.07778.70777.73776.941. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -lSDL -fopenmp -fwhole-program -lstdc++

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-sha512Run 2Run 3200K400K600K800K1000K10934051092266

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-whirlpoolRun 3Run 270K140K210K280K350K344020344020

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

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: CPUxx2Run 2Run 1Run 31020304050SE +/- 0.01, N = 342.7142.8242.8342.94MIN: 39.76MIN: 40.08MIN: 40.13MIN: 40.111. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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 2Run 1xx2Run 320406080100SE +/- 0.31, N = 3103.39103.62103.74103.75MIN: 98.31MIN: 98.18MIN: 98.4MIN: 99.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Run 2Run 1Run 3510152025SE +/- 0.09, N = 318.4418.5418.541. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianRun 3Run 1Run 248121620SE +/- 0.08, N = 317.9018.0918.17

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Run 2Run 3Run 148121620SE +/- 0.01, N = 317.5017.5017.53

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compressionxx2Run 1Run 3Run 248121620SE +/- 0.00, N = 317.6617.6617.6617.661. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GEGL

Operation: Crop

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

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

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Run 1Run 3Run 248121620SE +/- 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

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 2Run 1xx2Run 3918273645SE +/- 0.04, N = 340.6540.8340.9741.08MIN: 36.16MIN: 36.3MIN: 37.28MIN: 36.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUxx2Run 1Run 3Run 2714212835SE +/- 0.15, N = 329.4929.7729.8230.26MIN: 25.9MIN: 26.11MIN: 26.76MIN: 27.231. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleRun 3Run 2Run 13691215SE +/- 0.01, N = 312.5212.5412.64

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra Fastxx2Run 1Run 3Run 21020304050SE +/- 0.05, N = 343.3343.2543.1842.961. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Redis

Test: LPOP

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPRun 3Run 1Run 2110K220K330K440K550KSE +/- 2892.27, N = 3521050.00519606.57500314.161. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHRun 3Run 1Run 2110K220K330K440K550KSE +/- 4078.83, N = 3510285.72509296.11501002.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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

GNU Octave Benchmark

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

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETRun 2Run 1Run 3200K400K600K800K1000KSE +/- 4540.22, N = 3811922.06800110.61791993.691. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Run 3Run 2Run 13691215SE +/- 0.01, N = 311.2411.2611.271. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pxx2Run 2Run 1Run 360120180240300SE +/- 3.54, N = 3267.17262.22261.55253.46MIN: 95.76 / MAX: 317.15MIN: 94.27 / MAX: 310.07MIN: 91.05 / MAX: 314.59MIN: 95.85 / MAX: 301.921. (CC) gcc options: -pthread

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 2Run 3Run 1xx23691215SE +/- 0.00387, N = 39.077369.163069.167339.17922MIN: 8.26MIN: 8.36MIN: 8.32MIN: 8.371. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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: CPUxx2Run 3Run 1Run 21.07332.14663.21994.29325.3665SE +/- 0.00269, N = 34.761874.769974.770184.77039MIN: 4.25MIN: 4.25MIN: 4.24MIN: 4.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Run 2Run 3xx2Run 13691215SE +/- 0.00, N = 310.9610.9610.9610.961. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNARun 3Run 1Run 2xx23691215SE +/- 0.03, N = 311.2111.2711.3611.541. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 3Run 1Run 2xx2816243240SE +/- 0.21, N = 333.1133.2033.4233.49MIN: 31.11MIN: 30.98MIN: 31.15MIN: 31.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -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: CPURun 2xx2Run 1Run 348121620SE +/- 0.06, N = 313.4113.4513.5613.68MIN: 11.94MIN: 11.98MIN: 12MIN: 12.161. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRun 3xx2Run 1Run 2246810SE +/- 0.003, N = 37.8657.8657.8687.8691. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

System ZLIB Decompression

OpenBenchmarking.orgms, Fewer Is BetterSystem ZLIB Decompression 1.2.7Run 1Run 3Run 26001200180024003000SE +/- 18.03, N = 102723.852874.762886.06

libjpeg-turbo tjbench

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Run 2Run 3Run 120406080100SE +/- 0.02, N = 3101.81101.81101.751. (CC) gcc options: -O3 -rdynamic

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 2Run 1xx2Run 31326395265SE +/- 0.03, N = 355.2455.3055.4255.80MIN: 53.33MIN: 53.16MIN: 53.66MIN: 53.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinRun 3Run 2xx2Run 148121620SE +/- 0.38, N = 1515.0714.8513.8713.861. (CXX) g++ options: -O3 -pthread -lm

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 2xx2Run 3Run 1612182430SE +/- 0.10, N = 325.5225.5825.5825.61MIN: 24.94MIN: 25.02MIN: 25.08MIN: 24.971. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkRun 3xx2Run 2Run 1800K1600K2400K3200K4000KSE +/- 14205.58, N = 335046423504477348627834726811. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

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

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 2Run 1Run 3xx2612182430SE +/- 0.11, N = 326.0526.8026.8126.86MIN: 24.26MIN: 24.26MIN: 25.27MIN: 25.451. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

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 2Run 1Run 3xx23691215SE +/- 0.01, N = 310.3210.3510.3910.41MIN: 9.88MIN: 9.81MIN: 9.93MIN: 9.891. (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 3Run 2Run 10.46760.93521.40281.87042.3382.0262.0512.0781. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

Phoronix Test Suite v10.8.5