POWER9 44c 176t 2021

Tests for a future article

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101067-HA-POWER944C64
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
Run 1
January 03 2021
  1 Day, 14 Hours, 53 Minutes
Run 2
January 05 2021
  9 Hours, 39 Minutes
Run 3
January 05 2021
  9 Hours, 40 Minutes
Run 4
January 05 2021
  21 Minutes
xx2
January 06 2021
  2 Hours, 37 Minutes
Invert Behavior (Only Show Selected Data)
  12 Hours, 14 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


POWER9 44c 176t 2021OpenBenchmarking.orgPhoronix Test SuitePOWER9 @ 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 10.2.0ext41920x1080ProcessorMotherboardMemoryDiskGraphicsMonitorNetworkOSKernelDisplay ServerCompilerFile-SystemScreen ResolutionPOWER9 44c 176t 2021 BenchmarksSystem Logs- --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 - SMT (threads per core): 4- Python 3.8.6- 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 4xx219687836544122959.774364395471.076116.43156.505654.28091.8491431.9051409.867186059536.1671081.0600.5815.3321250072982.694670400167.7613.760.02424.4215.05250.25356.471684560.17927.701.870.2091.89264.2945.630.1713.56233.852.321.39228.3720.4012.710.0844.01205.815128.759170.61614233166033279877.6135.397129.903123.917143.7513142.013161.313101.1113.30627089795.2106.514106.1595.10104.452109.326.2489.895.6545327.96314.592.5172579286.90486.3947566.407532.057568.8947683.596360042.2778.74677.4127.057.079250.938.069240.539.7170.74520.62170.32838467.85754.41063.882414314173.0232743.18059.86218.82133.962.740.18262.10555.5391.064175346381203182144.7651.93551.2140.4849.92912.9046.53145.11844.886637.13143.42651.191.23611.70653.8539.529682251.3515014.0438.30937.70410342.49087.535.830.9094022.5132.765.134.69438.06675.162.2343870109113251.989.1532.52925.97021.67018.4129.041133132.628.23929.96626.5532100.12098.12496.22473.01.34782.06818.53142.8257103.62118.53918.09317.52617.66215.9284.93514.39740.827629.769812.63943.25519606.57509296.11584774.658.337800110.6111.269261.559.167334.7701810.96411.26733.197713.56357.8682723.849683101.75157855.295013.86425.60885.55534726814.41726.802610.34962.0782942.762470.655114.12956.148654.38893.4481434.5311439.881568.0081078.2120.5814.4412968.5942168.5913.420.02426.9419.28510.25358.11706260.17927.631.870.2081.89264.3146.120.1713.42229.332.331.38228.6870.4022.690.0844.05208.285129.063170.85114793155289879879.5135.598129.73125.577143.8513133.113188.213011.5113.30827261721.5106.829106.6355.1107.327109.236.1789.385.6645325.04214.992.1742595187.38986.04776677670.667676.7947583.676360542.6679.28977.5876.977.03924338.059299.539.6670.98222.23869.86738469.43254.91662.834421314172.0632643.20359.86718.7640.18262.09555.2741.064175346401205181844.7252.0451.9030.4850.46912.746.64145.1344.719637.09243.23591.191.24612.03136.6639.381689655.1215014.0438.10938.98510337.99061.86630.0064657.7132.965.234.5438.0975.162.7344020109113051.689.4731.95126.04521.79518.2728.953132.9133.828.26529.92826.5532098.42096.924942488.71.33776.94109340534357018.6442.8246103.38818.43818.17317.49717.66316.2355.5814.40340.652830.259212.54242.96500314.16501002562275.448.496811922.0611.259262.229.077364.7703910.95911.36333.424213.40697.8692886.062684101.80764755.236214.85225.51765.56134862784.42126.045410.32172.0512975.573474.535116.2956.959663.97291.8791434.1171437.625562.2081077.8250.5815.8922980.4984168.5213.780.02427.2619.27580.25356.071701050.17927.941.870.2091.89264.4943.960.1713.72225.992.311.39231.4010.4012.710.0844.06207.468129.185171.61214892993806279879.6136.676129.664122.667153.7513254.513157.213147.2113.58927275695106.807106.6965.1108.532108.706.2388.725.6645327.64914.592.2492639787.16286.3477693.287679.577534.5747683.358359742.4378.98377.8267.047.059224.738.039183.239.6670.83921.83571.75138369.14454.79162.594396314174.5332843.20760.16818.9140.27562.0755.6651.064145356331201182044.6852.10651.2290.4850.23212.3246.32545.144.965637.08142.97421.191.24611.76635.5340.538693377.691501438.08138.5310333.69062.33630.8214228.7132.965.134.05738.14975.162.7344020109226651.889.6932.49825.29321.8318.3729.104133133.928.32629.9926.572089.52087.824862483.21.33777.726109226634357018.73242.9411103.74818.54217.89517.49817.66216.255.58714.39941.075529.817112.51843.18521050510285.72531519.698.496791993.6911.235253.469.163064.7699710.96111.21233.109113.67657.8652874.757568101.80676155.799515.07125.57745.56335046424.45126.814210.38832.0263013.519.236415.8662993.698913.570.0219.16830.250.1828.111.871.890.1713.312.330.084154673.313302.313107.913137.926979748.15.11107.875.647699.037690.467682.642.247.127.149306.638.129187.739.72392169.2718.8262.081.06417536658121818040.481.191.2314.0110310.59046.515.93982.538.06788.7818.4129.916778.69542.7064103.73917.6640.965629.489843.33267.179.179224.7618710.96111.53933.490713.45127.86555.419713.87325.5765350447726.857610.4113OpenBenchmarking.org

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

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

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesRun 3Run 2Run 16001200180024003000SE +/- 2.49, N = 32975.572942.762959.771. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Run 3Run 2Run 1100200300400500SE +/- 0.27, N = 3474.54470.66471.08MIN: 471.94 / MAX: 484.37MIN: 467.4 / MAX: 665.69MIN: 467.86 / MAX: 482.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Run 3Run 2Run 1306090120150SE +/- 1.28, N = 3116.29114.13116.43MIN: 114.3 / MAX: 119.01MIN: 113.44 / MAX: 115.23MIN: 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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Run 3Run 2Run 11326395265SE +/- 0.09, N = 356.9656.1556.51MIN: 56.01 / MAX: 58.65MIN: 55.46 / MAX: 57.21MIN: 55.43 / MAX: 58.081. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Run 3Run 2Run 1140280420560700SE +/- 2.29, N = 3663.97654.39654.28MIN: 661.55 / MAX: 673.82MIN: 648.81 / MAX: 680.43MIN: 647.79 / MAX: 673.251. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Run 3Run 2Run 120406080100SE +/- 0.42, N = 391.8893.4591.85MIN: 90.67 / MAX: 93.21MIN: 92.15 / MAX: 95.92MIN: 90.17 / MAX: 94.51. (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

This test times how long it takes to build the GNU Compiler Collection (GCC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 9.3.0Time To CompileRun 3Run 2Run 130060090012001500SE +/- 1.43, N = 31434.121434.531431.91

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSERun 3Run 2Run 130060090012001500SE +/- 19.77, N = 31437.631439.881409.87

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileRun 3Run 2Run 1120240360480600SE +/- 21.50, N = 9562.21568.01536.17

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

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

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

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

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k Atomsxx2Run 3Run 2Run 148121620SE +/- 0.28, N = 915.8715.8914.4415.331. (CXX) g++ options: -O3 -pthread -lm

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

A simple, compressed, fast and persistent data store library for C. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzxx2Run 4Run 3Run 2Run 16001200180024003000SE +/- 2.78, N = 32993.63013.52980.42968.52982.61. (CXX) g++ options: -rdynamic

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASxx2Run 3Run 2Run 12004006008001000SE +/- 11.95, N = 99899849429461. (CXX) g++ options: -flto -pthread

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRun 3Run 2Run 14080120160200SE +/- 0.26, N = 3168.52168.59167.76

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080p 10-bitxx2Run 3Run 2Run 148121620SE +/- 0.02, N = 313.5713.7813.4213.761. (CXX) g++ options: -O3 -lpthread

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 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

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Barbershop - Compute: CPU-OnlyRun 3Run 2Run 190180270360450SE +/- 0.60, N = 3427.26426.94424.42

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1xx2Run 4Run 3Run 2Run 1510152025SE +/- 0.14, N = 1019.1719.2419.2819.2915.051. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 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

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Pabellon Barcelona - Compute: CPU-OnlyRun 3Run 2Run 180160240320400SE +/- 0.50, N = 3356.07358.10356.47

7-Zip Compression

This is a test of 7-Zip using p7zip with its integrated benchmark feature or upstream 7-Zip for the Windows x64 build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestRun 3Run 2Run 140K80K120K160K200KSE +/- 1543.67, N = 121701051706261684561. (CXX) g++ options: -pipe -lpthread

rav1e

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

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

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Chimera 1080pxx2Run 3Run 2Run 1714212835SE +/- 0.16, N = 328.1127.9427.6327.701. (CXX) g++ options: -O3 -lpthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Run 3Run 2Run 10.0470.0940.1410.1880.235SE +/- 0.000, N = 30.2090.2080.209

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

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

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: Classroom - Compute: CPU-OnlyRun 3Run 2Run 160120180240300SE +/- 0.35, N = 3264.49264.31264.29

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaRun 3Run 2Run 11020304050SE +/- 0.55, N = 643.9646.1245.63

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 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

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 4Kxx2Run 3Run 2Run 148121620SE +/- 0.06, N = 313.3113.7213.4213.561. (CXX) g++ options: -O3 -lpthread

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Realtimexx2Run 3Run 2Run 10.52431.04861.57292.09722.6215SE +/- 0.00, N = 32.332.312.332.321. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceRun 3Run 2Run 10.31280.62560.93841.25121.564SE +/- 0.00, N = 31.391.381.39

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineRun 3Run 2Run 150100150200250SE +/- 1.04, N = 3231.40228.69228.37

rav1e

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

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Run 3Run 2Run 10.09050.1810.27150.3620.4525SE +/- 0.001, N = 30.4010.4020.401

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Run 3Run 2Run 10.60981.21961.82942.43923.049SE +/- 0.01, N = 32.712.692.711. (CXX) g++ options: -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

rav1e

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

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1xx2Run 3Run 2Run 10.01890.03780.05670.07560.0945SE +/- 0.000, N = 30.0840.0840.0840.084

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

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

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRun 3Run 2Run 150100150200250SE +/- 0.28, N = 3207.47208.29205.82

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackRun 3Run 2Run 1306090120150SE +/- 0.14, N = 5129.19129.06128.761. (CXX) g++ options: -rdynamic

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Run 3Run 2Run 14080120160200SE +/- 0.17, N = 3171.61170.85170.621. (CC) gcc options: -O2 -ldl -lz -lpthread

GraphicsMagick

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

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

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeRun 3Run 2Run 17M14M21M28M35MSE +/- 231184.54, N = 32993806231552898316603321. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -flto -flto=jobserver

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Run 3Run 2Run 12004006008001000798798798

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19xx2Run 3Run 2Run 120406080100SE +/- 1.18, N = 1573.379.679.577.61. (CC) gcc options: -O3 -pthread -lz

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRun 3Run 2Run 1306090120150SE +/- 0.32, N = 3136.68135.60135.40

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

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

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing is supported. This system/blender test profile makes use of the system-supplied Blender. Use pts/blender if wishing to stick to a fixed version of Blender. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.83.5Blend File: BMW27 - Compute: CPU-OnlyRun 3Run 2Run 1306090120150SE +/- 0.50, N = 3122.66125.57123.91

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goRun 3Run 2Run 1150300450600750SE +/- 0.88, N = 3715714714

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionRun 3Run 2Run 10.86631.73262.59893.46524.3315SE +/- 0.02, N = 33.753.853.75

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 13K6K9K12K15KSE +/- 13.23, N = 313302.313254.513133.113142.0MIN: 13234.3MIN: 13172.7MIN: 13074.3MIN: 13063.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUxx2Run 3Run 2Run 13K6K9K12K15KSE +/- 21.48, N = 313107.913157.213188.213161.3MIN: 13054.2MIN: 13071.4MIN: 13093.8MIN: 13042.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 13K6K9K12K15KSE +/- 46.19, N = 313137.913147.213011.513101.1MIN: 13058.3MIN: 13080.1MIN: 12949.8MIN: 12981.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

dcraw

This test times how long it takes to convert several high-resolution RAW NEF image files to PPM image format using dcraw. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image ConversionRun 3Run 2Run 1306090120150SE +/- 0.05, N = 3113.59113.31113.311. (CC) gcc options: -lm

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2xx2Run 3Run 2Run 16M12M18M24M30MSE +/- 95417.01, N = 326979748.127275695.027261721.527089795.2

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRun 3Run 2Run 120406080100SE +/- 0.09, N = 3106.81106.83106.51

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurRun 3Run 2Run 120406080100SE +/- 0.17, N = 3106.70106.64106.16

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 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

Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeRun 3Run 2Run 120406080100SE +/- 1.65, N = 3108.53107.33104.45

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitxx2Run 3Run 2Run 120406080100SE +/- 1.08, N = 3107.87108.70109.23109.32MIN: 78.41 / MAX: 158.07MIN: 78.6 / MAX: 162.6MIN: 79.84 / MAX: 157.85MIN: 78.72 / MAX: 166.471. (CC) gcc options: -pthread

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KRun 3Run 2Run 1246810SE +/- 0.02, N = 36.236.176.241. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

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

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fastxx2Run 3Run 2Run 11.27352.5473.82055.0946.3675SE +/- 0.01, N = 35.645.665.665.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileRun 3Run 2Run 1100200300400500453453453

XZ Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Run 3Run 2Run 1714212835SE +/- 0.44, N = 1527.6525.0427.961. (CC) gcc options: -pthread -fvisibility=hidden -O2

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRun 3Run 2Run 148121620SE +/- 0.03, N = 314.514.914.5

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsRun 3Run 2Run 120406080100SE +/- 0.19, N = 392.2592.1792.521. git version 2.27.0

OpenCV

This is a benchmark of the OpenCV (Computer Vision) library's built-in performance tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.4Test: DNN - Deep Neural NetworkRun 3Run 2Run 16K12K18K24K30KSE +/- 291.88, N = 152639725951257921. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -mcpu=power8 -fvisibility=hidden -O3 -shared

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesRun 3Run 2Run 120406080100SE +/- 0.11, N = 387.1687.3986.901. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRun 3Run 2Run 120406080100SE +/- 0.14, N = 386.3586.0586.39

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUxx2Run 3Run 2Run 116003200480064008000SE +/- 31.01, N = 37699.037693.287667.007566.40MIN: 7656.57MIN: 7650.53MIN: 7622.49MIN: 7480.611. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 116003200480064008000SE +/- 13.00, N = 37690.467679.577670.667532.05MIN: 7657.64MIN: 7649.72MIN: 7637.04MIN: 7462.271. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 116003200480064008000SE +/- 57.46, N = 37682.607534.577676.797568.89MIN: 7633.72MIN: 7477.9MIN: 7632.13MIN: 7444.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyRun 3Run 2Run 1100200300400500SE +/- 0.33, N = 3476475476

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeRun 3Run 2Run 120406080100SE +/- 0.11, N = 383.3683.6883.601. RawTherapee, version 5.8, command line.

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRun 3Run 2Run 18001600240032004000SE +/- 0.67, N = 3359736053600

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 2019-10-05Video Input: Summer Nature 1080pxx2Run 3Run 2Run 11020304050SE +/- 0.06, N = 342.2442.4342.6642.271. (CXX) g++ options: -O3 -lpthread

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SRun 3Run 2Run 120406080100SE +/- 0.19, N = 378.9879.2978.751. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRun 3Run 2Run 120406080100SE +/- 0.20, N = 377.8377.5977.41

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Slowxx2Run 3Run 2Run 1246810SE +/- 0.03, N = 37.127.046.977.051. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Mediumxx2Run 3Run 2Run 1246810SE +/- 0.02, N = 37.147.057.037.071. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression Speedxx2Run 3Run 2Run 12K4K6K8K10KSE +/- 0.94, N = 39306.69224.79243.09250.91. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression Speedxx2Run 3Run 2Run 1918273645SE +/- 0.03, N = 338.1238.0338.0538.061. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression Speedxx2Run 3Run 2Run 12K4K6K8K10KSE +/- 1.14, N = 39187.79183.29299.59240.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression Speedxx2Run 3Run 2Run 1918273645SE +/- 0.00, N = 339.7239.6639.6639.711. (CC) gcc options: -O3

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRun 3Run 2Run 11632486480SE +/- 0.03, N = 370.8470.9870.75

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeRun 3Run 2Run 1510152025SE +/- 0.34, N = 1521.8422.2420.62

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointRun 3Run 2Run 11632486480SE +/- 1.09, N = 371.7569.8770.33

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatRun 3Run 2Run 180160240320400383384384

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileRun 3Run 2Run 11530456075SE +/- 0.56, N = 369.1469.4367.86

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRun 3Run 2Run 11224364860SE +/- 0.23, N = 454.7954.9254.411. (CC) gcc options: -O2 -std=c99

AOBench

AOBench is a lightweight ambient occlusion renderer, written in C. The test profile is using a size of 2048 x 2048. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-Gaussianxx2Run 3Run 2Run 190180270360450SE +/- 5.70, N = 43923964214141. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosRun 3Run 2Run 170140210280350314314314

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pxx2Run 3Run 2Run 14080120160200SE +/- 0.51, N = 3169.27174.53172.06173.02MIN: 129.05 / MAX: 236.25MIN: 131.48 / MAX: 245.71MIN: 128.85 / MAX: 241.06MIN: 130.46 / MAX: 248.831. (CC) gcc options: -pthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesRun 3Run 2Run 170140210280350328326327

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeRun 3Run 2Run 11020304050SE +/- 0.01, N = 543.2143.2043.181. (CXX) g++ options: -fvisibility=hidden -logg -lm

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassRun 3Run 2Run 11326395265SE +/- 0.04, N = 360.1759.8759.86

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing Benchmarkxx2Run 3Run 2Run 1510152025SE +/- 0.04, N = 318.8218.9118.7618.821. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

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

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

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACRun 3Run 2Run 1918273645SE +/- 0.02, N = 540.2840.1840.181. (CXX) g++ options: -O2 -fvisibility=hidden -lm

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compressionxx2Run 3Run 2Run 11428425670SE +/- 0.02, N = 362.0862.0762.1062.111. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 3Run 2Run 11326395265SE +/- 0.15, N = 355.6755.2755.54

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Sharpenxx2Run 3Run 2Run 190180270360450SE +/- 0.58, N = 34174144174171. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Rotatexx2Run 3Run 2Run 1140280420560700SE +/- 2.89, N = 36586336406381. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Swirlxx2Run 3Run 2Run 130060090012001500SE +/- 5.70, N = 312181201120512031. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Resizingxx2Run 3Run 2Run 140080012001600200018041820181818211. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lxml2 -lz -lm -lpthread

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

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

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRun 3Run 2Run 11224364860SE +/- 0.02, N = 352.1152.0451.94

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskRun 3Run 2Run 11224364860SE +/- 0.73, N = 351.2351.9051.21

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to archive/compress two copies of the Linux 4.13 kernel source tree using Gzip compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzRun 3Run 2Run 11122334455SE +/- 0.21, N = 350.2350.4749.93

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pRun 3Run 2Run 13691215SE +/- 0.13, N = 312.3212.7012.901. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Tesseract OCR

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesRun 3Run 2Run 11122334455SE +/- 0.43, N = 346.3346.6446.53

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesRun 3Run 2Run 11020304050SE +/- 0.02, N = 345.1045.1345.121. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRun 3Run 2Run 11020304050SE +/- 0.04, N = 344.9744.7244.89

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet 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

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDxx2Run 3Run 2Run 10.2790.5580.8371.1161.395SE +/- 0.00, N = 31.231.241.241.231. (CXX) g++ options: -O3 -pthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Run 3Run 2Run 1130260390520650SE +/- 0.04, N = 3611.77612.03611.71MIN: 611.64 / MAX: 613.27MIN: 611.9 / MAX: 612.31MIN: 611.53 / MAX: 611.91. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

x264

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingRun 3Run 2Run 11224364860SE +/- 1.62, N = 1535.5336.6653.851. (CC) gcc options: -ldl -lm -lpthread -O3 -ffast-math -maltivec -mabi=altivec -mvsx -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsRun 3Run 2Run 1918273645SE +/- 0.48, N = 340.5439.3839.53

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateRun 3Run 2Run 1306090120150150150150

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fastxx2Run 3Run 2Run 148121620SE +/- 0.01, N = 314.0114.0014.0414.041. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

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

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentRun 3Run 2Run 1918273645SE +/- 0.47, N = 338.5338.9937.70

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression Speedxx2Run 3Run 2Run 12K4K6K8K10KSE +/- 47.39, N = 310310.510333.610337.910342.41. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression Speedxx2Run 3Run 2Run 12K4K6K8K10KSE +/- 39.26, N = 39046.519062.339061.869087.531. (CC) gcc options: -O3

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP Speedupxx2Run 3Run 2Run 1246810SE +/- 0.06, N = 35.96.06.05.81. (CC) gcc options: -fopenmp -O3 -lm

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 3Run 2Run 1714212835SE +/- 0.31, N = 430.8230.0130.91

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3xx2Run 3Run 2Run 110002000300040005000SE +/- 36.98, N = 33982.54228.74657.74022.51. (CC) gcc options: -O3 -pthread -lz

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRun 3Run 2Run 11530456075SE +/- 0.06, N = 365.165.265.1

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

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

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamicsxx2Run 3Run 2Run 1918273645SE +/- 0.05, N = 338.0738.1538.0938.07

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

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

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

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

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 3Run 2Run 1200K400K600K800K1000KSE +/- 1134.33, N = 3109226610911301091132

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRun 3Run 2Run 11224364860SE +/- 0.00, N = 351.851.651.9

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4Kxx2Run 3Run 2Run 120406080100SE +/- 0.17, N = 388.7889.6989.4789.15MIN: 31.74 / MAX: 101.25MIN: 33.55 / MAX: 102.51MIN: 32.82 / MAX: 101.78MIN: 32.47 / MAX: 102.491. (CC) gcc options: -pthread

librsvg

RSVG/librsvg is an SVG vector graphics library. This test profile times how long it takes to complete various operations by rsvg-convert. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRun 3Run 2Run 1816243240SE +/- 0.26, N = 332.5031.9532.531. rsvg-convert version 2.50.1

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeRun 3Run 2Run 1612182430SE +/- 0.07, N = 325.2926.0525.971. (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

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APERun 3Run 2Run 1510152025SE +/- 0.05, N = 521.8321.8021.671. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very Fastxx2Run 3Run 2Run 1510152025SE +/- 0.09, N = 318.4118.3718.2718.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Timed ImageMagick Compilation

This test times how long it takes to build ImageMagick. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileRun 3Run 2Run 1714212835SE +/- 0.01, N = 329.1028.9529.04

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

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

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

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateRun 3Run 2Run 1714212835SE +/- 0.04, N = 328.3328.2728.24

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Losslessxx2Run 3Run 2Run 1714212835SE +/- 0.02, N = 329.9229.9929.9329.971. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Run 3Run 2Run 1612182430SE +/- 0.10, N = 326.5726.5526.551. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 3Run 2Run 15001000150020002500SE +/- 1.32, N = 32089.52098.42100.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 3Run 2Run 15001000150020002500SE +/- 0.60, N = 32087.82096.92098.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 3Run 2Run 15001000150020002500SE +/- 2.11, N = 32486.02494.02496.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 3Run 2Run 15001000150020002500SE +/- 21.68, N = 32483.22488.72473.0

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

TTSIOD 3D Renderer

A portable GPL 3D software renderer that supports OpenMP and Intel Threading Building Blocks with many different rendering modes. This version does not use OpenGL but is entirely CPU/software based. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow Mappingxx2Run 3Run 2Run 12004006008001000SE +/- 1.17, N = 3778.70777.73776.94782.071. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -lSDL -fopenmp -fwhole-program -lstdc++

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-sha512Run 3Run 2200K400K600K800K1000K10922661093405

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupPBKDF2-whirlpoolRun 3Run 270K140K210K280K350K343570343570

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelRun 3Run 2Run 1510152025SE +/- 0.02, N = 318.7318.6418.531. (CC) gcc options: -lm -lpthread -O3

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 11020304050SE +/- 0.01, N = 342.7142.9442.8242.83MIN: 39.76MIN: 40.11MIN: 40.08MIN: 40.131. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 120406080100SE +/- 0.31, N = 3103.74103.75103.39103.62MIN: 98.4MIN: 99.91MIN: 98.31MIN: 98.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Run 3Run 2Run 1510152025SE +/- 0.09, N = 318.5418.4418.541. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianRun 3Run 2Run 148121620SE +/- 0.08, N = 317.9018.1718.09

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

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

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compressionxx2Run 3Run 2Run 148121620SE +/- 0.00, N = 317.6617.6617.6617.661. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRun 3Run 2Run 148121620SE +/- 0.12, N = 316.2516.2415.93

System GZIP Decompression

This simple test measures the time to decompress a gzipped tarball (the Qt5 toolkit source package). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionRun 3Run 2Run 11.25712.51423.77135.02846.2855SE +/- 0.051, N = 145.5875.5804.935

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Run 3Run 2Run 148121620SE +/- 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

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 1918273645SE +/- 0.04, N = 340.9741.0840.6540.83MIN: 37.28MIN: 36.91MIN: 36.16MIN: 36.31. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 1714212835SE +/- 0.15, N = 329.4929.8230.2629.77MIN: 25.9MIN: 26.76MIN: 27.23MIN: 26.111. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

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

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra Fastxx2Run 3Run 2Run 11020304050SE +/- 0.05, N = 343.3343.1842.9643.251. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPRun 3Run 2Run 1110K220K330K440K550KSE +/- 2892.27, N = 3521050.00500314.16519606.571. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHRun 3Run 2Run 1110K220K330K440K550KSE +/- 4078.83, N = 3510285.72501002.00509296.111. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETRun 3Run 2Run 1130K260K390K520K650KSE +/- 3402.58, N = 3531519.69562275.44584774.651. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Run 3Run 2Run 1246810SE +/- 0.046, N = 58.4968.4968.337

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETRun 3Run 2Run 1200K400K600K800K1000KSE +/- 4540.22, N = 3791993.69811922.06800110.611. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pxx2Run 3Run 2Run 160120180240300SE +/- 3.54, N = 3267.17253.46262.22261.55MIN: 95.76 / MAX: 317.15MIN: 95.85 / MAX: 301.92MIN: 94.27 / MAX: 310.07MIN: 91.05 / MAX: 314.591. (CC) gcc options: -pthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 13691215SE +/- 0.00387, N = 39.179229.163069.077369.16733MIN: 8.37MIN: 8.36MIN: 8.26MIN: 8.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 11.07332.14663.21994.29325.3665SE +/- 0.00269, N = 34.761874.769974.770394.77018MIN: 4.25MIN: 4.25MIN: 4.28MIN: 4.241. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

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

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAxx2Run 3Run 2Run 13691215SE +/- 0.03, N = 311.5411.2111.3611.271. (CC) gcc options: -std=c99 -O3 -lm -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 1816243240SE +/- 0.21, N = 333.4933.1133.4233.20MIN: 31.47MIN: 31.11MIN: 31.15MIN: 30.981. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 148121620SE +/- 0.06, N = 313.4513.6813.4113.56MIN: 11.98MIN: 12.16MIN: 11.94MIN: 121. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Defaultxx2Run 3Run 2Run 1246810SE +/- 0.003, N = 37.8657.8657.8697.8681. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

System ZLIB Decompression

This test measures the time to decompress a Linux kernel tarball using ZLIB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSystem ZLIB Decompression 1.2.7Run 3Run 2Run 16001200180024003000SE +/- 18.03, N = 102874.762886.062723.85

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark part of libjpeg-turbo. Learn more via the OpenBenchmarking.org test page.

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

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 11326395265SE +/- 0.03, N = 355.4255.8055.2455.30MIN: 53.66MIN: 53.72MIN: 53.33MIN: 53.161. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Proteinxx2Run 3Run 2Run 148121620SE +/- 0.38, N = 1513.8715.0714.8513.861. (CXX) g++ options: -O3 -pthread -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 1612182430SE +/- 0.10, N = 325.5825.5825.5225.61MIN: 25.02MIN: 25.08MIN: 24.94MIN: 24.971. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

System XZ Decompression

This test measures the time to decompress a Linux kernel tarball using XZ. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem XZ DecompressionRun 3Run 2Run 11.25172.50343.75515.00686.2585SE +/- 0.004, N = 35.5635.5615.555

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmarkxx2Run 3Run 2Run 1800K1600K2400K3200K4000KSE +/- 14205.58, N = 335044773504642348627834726811. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Smallpt

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesRun 3Run 2Run 11.00152.0033.00454.0065.0075SE +/- 0.051, N = 34.4514.4214.4171. (CXX) g++ options: -fopenmp -O3

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUxx2Run 3Run 2Run 1612182430SE +/- 0.11, N = 326.8626.8126.0526.80MIN: 25.45MIN: 25.27MIN: 24.26MIN: 24.261. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUxx2Run 3Run 2Run 13691215SE +/- 0.01, N = 310.4110.3910.3210.35MIN: 9.89MIN: 9.93MIN: 9.88MIN: 9.811. (CXX) g++ options: -O3 -std=c++11 -fopenmp -mcpu=native -fPIC -pie -lpthread

Parallel BZIP2 Compression

This test measures the time needed to compress a file (a .tar package of the Linux kernel source code) using BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

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

210 Results Shown

Caffe:
  GoogleNet - CPU - 1000
  AlexNet - CPU - 1000
G'MIC
Caffe
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  resnet-v2-50
  SqueezeNetV1.0
Timed GCC Compilation
Numenta Anomaly Benchmark
Caffe
Timed LLVM Compilation
Basis Universal
VP9 libvpx Encoding
LAMMPS Molecular Dynamics Simulator
Caffe
C-Blosc
LeelaChessZero
Caffe
Numpy Benchmark
libgav1
AOM AV1
Blender
High Performance Conjugate Gradient
AOM AV1
Blender
7-Zip Compression
rav1e
libgav1
Kvazaar
rav1e
Kvazaar
Blender
Mlpack Benchmark
AOM AV1
libgav1
Blender
AOM AV1
PyPerformance
Numenta Anomaly Benchmark
rav1e
VP9 libvpx Encoding
rav1e
Node.js V8 Web Tooling Benchmark
GEGL
WavPack Audio Encoding
SQLite Speedtest
GraphicsMagick
Stockfish
PyPerformance
Zstd Compression
Build2
Timed Eigen Compilation
Blender
PyPerformance
Mlpack Benchmark
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - f32 - CPU
dcraw
BYTE Unix Benchmark
GEGL:
  Color Enhance
  Wavelet Blur
AOM AV1
Hugin
dav1d
x265
Mlpack Benchmark
Kvazaar
PyPerformance
XZ Compression
PyPerformance
Git
OpenCV
G'MIC
Timed PHP Compilation
oneDNN:
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
PyPerformance
RawTherapee
PyBench
libgav1
Basis Universal
GEGL
Kvazaar:
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
GEGL
GIMP
Numenta Anomaly Benchmark
PyPerformance
Timed Linux Kernel Compilation
eSpeak-NG Speech Engine
AOBench
GraphicsMagick
PyPerformance
dav1d
PyPerformance
Opus Codec Encoding
GEGL
LibRaw
Cryptsetup:
  Twofish-XTS 512b Encryption
  Serpent-XTS 512b Encryption
FLAC Audio Encoding
WebP Image Encode
Timed FFmpeg Compilation
simdjson
GraphicsMagick:
  Sharpen
  Enhanced
  Rotate
  Swirl
  Resizing
Mlpack Benchmark
GEGL
GIMP
simdjson
Gzip Compression
x265
Tesseract OCR
G'MIC
Timed Apache Compilation
TNN
Tachyon
simdjson:
  PartialTweets
  DistinctUserID
TNN
x264
GIMP
Redis
PyPerformance
Kvazaar
RNNoise
OCRMyPDF
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
CLOMP
Unpacking Firefox
Zstd Compression
Cryptsetup
PyPerformance
Numenta Anomaly Benchmark
Dolfyn
Cryptsetup:
  Serpent-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  PBKDF2-whirlpool
  PBKDF2-sha512
PyPerformance
dav1d
librsvg
POV-Ray
Monkey Audio Encoding
Kvazaar
Timed ImageMagick Compilation
Cryptsetup:
  Twofish-XTS 256b Decryption
  Twofish-XTS 256b Encryption
GIMP
WebP Image Encode
Basis Universal
Cryptsetup:
  AES-XTS 512b Decryption
  AES-XTS 512b Encryption
  AES-XTS 256b Decryption
  AES-XTS 256b Encryption
PyPerformance
TTSIOD 3D Renderer
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
C-Ray
oneDNN:
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
Basis Universal
Numenta Anomaly Benchmark
Scikit-Learn
WebP Image Encode
GEGL
System GZIP Decompression
LAME MP3 Encoding
oneDNN:
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 1D - f32 - CPU
GEGL
Kvazaar
Redis:
  LPOP
  LPUSH
  SET
GNU Octave Benchmark
Redis
Basis Universal
dav1d
oneDNN:
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
WebP Image Encode
Timed MAFFT Alignment
oneDNN:
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 3D - f32 - CPU
WebP Image Encode
System ZLIB Decompression
libjpeg-turbo tjbench
oneDNN
LAMMPS Molecular Dynamics Simulator
oneDNN
System XZ Decompression
Algebraic Multi-Grid Benchmark
Smallpt
oneDNN:
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
Parallel BZIP2 Compression