Core i7 4770K On Ubuntu 20.10

Intel Core i7-4770K testing with a Gigabyte Z97-HD3 (F10c BIOS) and Gigabyte Intel HD 4600 2GB on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010142-FI-COREI747741
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Linux 5.8
October 13 2020
  14 Hours, 32 Minutes
Repeat
October 13 2020
  14 Hours, 41 Minutes
Repeat 2
October 13 2020
  12 Hours, 48 Minutes
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Linux 5.8

Processor: Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Gigabyte Z97-HD3 (F10c BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 8GB, Disk: 120GB ADATA SU700, Graphics: Gigabyte Intel Xeon E3-1200 v3/4th Gen Core IGP (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL S2409W, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.0, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28
Python Notes: Python 3.8.6
Security Notes: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Repeat

Processor: Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Gigabyte Z97-HD3 (F10c BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 8GB, Disk: 120GB ADATA SU700, Graphics: Gigabyte Intel HD 4600 2GB (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL S2409W, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.0, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.1.8, Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Repeat 2

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.2.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Core i7 4770K On Ubuntu 20.10ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverVulkanCompilerFile-SystemScreen ResolutionOpenGLLinux 5.8RepeatRepeat 2Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads)Gigabyte Z97-HD3 (F10c BIOS)Intel 4th Gen Core DRAM8GB120GB ADATA SU700Gigabyte Intel Xeon E3-1200 v3/4th Gen Core IGP (1250MHz)Intel Xeon E3-1200 v3/4thDELL S2409WRealtek RTL8111/8168/8411Ubuntu 20.105.8.0-21-generic (x86_64)GNOME Shell 3.38.0X Server 1.20.8modesetting 1.20.81.2.131GCC 10.2.0ext41920x1080Gigabyte Intel HD 4600 2GB (1250MHz)4.5 Mesa 20.1.8GNOME Shell 3.38.14.5 Mesa 20.2.01.2.145OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28Python Details- Python 3.8.6Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Linux 5.8RepeatRepeat 2Result OverviewPhoronix Test Suite100%105%110%115%120%InfluxDBeSpeak-NG Speech EngineHuginNAMDMobile Neural NetworkRNNoiseMlpack BenchmarkZstd CompressionRodiniaGIMPIncompact3DNCNNGROMACSMonte Carlo Simulations of Ionised NebulaeGEGLLAMMPS Molecular Dynamics SimulatorTimed Apache CompilationFFTEYafaRayTimed PHP CompilationTimed Linux Kernel CompilationKeyDBTesseract OCRTimed GDB GNU Debugger CompilationGNU Octave BenchmarkTimed MPlayer CompilationGLmark2librsvgWebP Image EncodeBYTE Unix BenchmarkLibRawTimed FFmpeg CompilationRawTherapeeDolfynlibavif avifencTNNHierarchical INTegrationTensorFlow LiteOCRMyPDFTimed HMMer SearchDarktableASTC EncoderCaffe

Core i7 4770K On Ubuntu 20.10glmark2: 1920 x 1080rodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchincompact3d: Cylindermocassin: Dust 2D tau100.0lammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionbyte: Dhrystone 2compress-zstd: 3compress-zstd: 19libraw: Post-Processing Benchmarkavifenc: 0avifenc: 2avifenc: 8avifenc: 10build-apache: Time To Compilebuild-ffmpeg: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-mplayer: Time To Compilebuild-php: Time To Compileyafaray: Total Time For Sample Sceneespeak: Text-To-Speech Synthesisrnnoise: keydb: gromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivedarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygegl: Cropgegl: Scalegegl: Cartoongegl: Reflectgegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskhugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: rawtherapee: Total Benchmark Timersvg: SVG Files To PNGcaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1hint: FLOATmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressiontesseract-ocr: Time To OCR 7 Imagesinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000Linux 5.8RepeatRepeat 2281725.207132.688299.68466.86434.0734.9019022.10415011.735898346137.9371029.093283762.1391.7572.69819.5888.33945.67838622318.41773.818.625.88210.790124.7598.9378.13035.702145.046177.104228.237103.616128.815407.21645.53126.082343081.150.250550009800309341262738148336660472354808.7412.0580.70666.3131.74820.0740.35719.25510.1247.749106.75937.54547.46037.92374.20773.07851.53512.34114.61515.51718.04377.25143.3279.516112.30526.4026354612776615620731368314.68471.1329.43510.62180.96934.1140.9311.749.406.149.3515.022.4231.44145.4231.9028.9563.9356.65290.771282.809346111768.9573765.46143.0922.276.7626.987760730.0900888.2945891.7281740.845132.568299.72973.44934.1104.9477022.15315208.819579771137.8031054.845253742.1621.7762.69519.3718.29545.40438576198.61799.118.725.87210.244124.3328.9168.14535.889145.498178.241229.402103.669129.463406.93547.80426.816347009.590.253548806798602341081238034836637172171778.7612.0380.64666.2331.50320.1350.35819.21110.0947.726107.29837.46947.64537.90577.74175.49354.32212.16214.87115.96319.08182.73943.4139.511112.20126.2256406212978115633831245213.68971.0129.11510.17981.61534.1540.0611.659.236.159.0414.752.3730.64134.1830.8128.5164.0555.48289.564282.416346948225.4915665.75134.7522.116.4727.280659963.4813802.4493832.3283722.662131.686299.72671.26634.1765.1413622.17315104.761447649137.8161055.831423822.1701.7682.69019.4058.24045.24938428188.31734.118.525.75211.291124.5988.9468.15736.216145.831178.518230.690104.397130.383410.95851.28926.730345509.480.255549327799461341138338064236651972207108.7412.0380.70666.4531.52320.0820.35919.17510.0807.692107.41037.58947.39537.90878.37475.77953.33012.19314.94015.60918.51780.99743.3439.590112.01426.3916426812790515620431191713.78568.0939.04910.35379.46133.4940.4111.729.226.109.3215.132.3830.55134.5731.2827.7063.5254.98290.113282.526347099493.1724265.26134.6322.206.5427.105629526.3753790.1OpenBenchmarking.org

GLmark2

This is a test of Linaro's glmark2 port, currently using the X11 OpenGL 2.0 target. GLmark2 is a basic OpenGL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Repeat 2RepeatLinux 5.860120180240300283281281

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDRepeat 2RepeatLinux 5.8160320480640800SE +/- 1.40, N = 3SE +/- 12.57, N = 9SE +/- 1.43, N = 3722.66740.85725.211. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDRepeat 2RepeatLinux 5.8130260390520650Min: 720.24 / Avg: 722.66 / Max: 725.1Min: 722.61 / Avg: 740.84 / Max: 832.34Min: 722.53 / Avg: 725.21 / Max: 727.431. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DRepeat 2RepeatLinux 5.8306090120150SE +/- 0.31, N = 3SE +/- 1.06, N = 3SE +/- 1.36, N = 3131.69132.57132.691. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DRepeat 2RepeatLinux 5.820406080100Min: 131.16 / Avg: 131.69 / Max: 132.24Min: 131.19 / Avg: 132.57 / Max: 134.64Min: 130.79 / Avg: 132.69 / Max: 135.311. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteRepeat 2RepeatLinux 5.870140210280350SE +/- 0.76, N = 3SE +/- 0.18, N = 3SE +/- 0.97, N = 3299.73299.73299.681. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteRepeat 2RepeatLinux 5.850100150200250Min: 298.71 / Avg: 299.73 / Max: 301.2Min: 299.44 / Avg: 299.73 / Max: 300.06Min: 298.31 / Avg: 299.68 / Max: 301.571. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverRepeat 2RepeatLinux 5.81632486480SE +/- 0.09, N = 3SE +/- 0.64, N = 15SE +/- 0.09, N = 371.2773.4566.861. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverRepeat 2RepeatLinux 5.81428425670Min: 71.11 / Avg: 71.27 / Max: 71.41Min: 67.16 / Avg: 73.45 / Max: 75.37Min: 66.72 / Avg: 66.86 / Max: 67.021. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterRepeat 2RepeatLinux 5.8816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 334.1834.1134.071. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterRepeat 2RepeatLinux 5.8714212835Min: 34.08 / Avg: 34.18 / Max: 34.26Min: 34.1 / Avg: 34.11 / Max: 34.13Min: 33.94 / Avg: 34.07 / Max: 34.21. (CXX) g++ options: -O2 -lOpenCL

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsRepeat 2RepeatLinux 5.81.15682.31363.47044.62725.784SE +/- 0.05582, N = 12SE +/- 0.05622, N = 6SE +/- 0.05985, N = 125.141364.947704.90190
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsRepeat 2RepeatLinux 5.8246810Min: 4.71 / Avg: 5.14 / Max: 5.38Min: 4.7 / Avg: 4.95 / Max: 5.07Min: 4.63 / Avg: 4.9 / Max: 5.25

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 DynamicsRepeat 2RepeatLinux 5.8510152025SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 322.1722.1522.10
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRepeat 2RepeatLinux 5.8510152025Min: 22.11 / Avg: 22.17 / Max: 22.29Min: 22.01 / Avg: 22.15 / Max: 22.23Min: 22.07 / Avg: 22.1 / Max: 22.12

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRepeat 2RepeatLinux 5.83K6K9K12K15KSE +/- 17.54, N = 3SE +/- 77.65, N = 3SE +/- 49.57, N = 315104.7615208.8215011.741. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRepeat 2RepeatLinux 5.83K6K9K12K15KMin: 15070.82 / Avg: 15104.76 / Max: 15129.42Min: 15071.05 / Avg: 15208.82 / Max: 15339.77Min: 14913.58 / Avg: 15011.74 / Max: 15072.891. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchRepeat 2RepeatLinux 5.8306090120150SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3137.82137.80137.941. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchRepeat 2RepeatLinux 5.8306090120150Min: 137.63 / Avg: 137.82 / Max: 138.05Min: 137.58 / Avg: 137.8 / Max: 138.08Min: 137.93 / Avg: 137.94 / Max: 137.941. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Incompact3D

Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderRepeat 2RepeatLinux 5.82004006008001000SE +/- 13.82, N = 3SE +/- 13.68, N = 4SE +/- 8.97, N = 31055.831054.851029.091. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderRepeat 2RepeatLinux 5.82004006008001000Min: 1029.95 / Avg: 1055.83 / Max: 1077.18Min: 1029.62 / Avg: 1054.85 / Max: 1088.76Min: 1013.1 / Avg: 1029.09 / Max: 1044.111. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

Monte Carlo Simulations of Ionised Nebulae

Mocassin is the Monte Carlo Simulations of Ionised Nebulae. MOCASSIN is a fully 3D or 2D photoionisation and dust radiative transfer code which employs a Monte Carlo approach to the transfer of radiation through media of arbitrary geometry and density distribution. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Repeat 2RepeatLinux 5.880160240320400SE +/- 1.45, N = 3SE +/- 3.06, N = 3SE +/- 3.48, N = 33823743761. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Repeat 2RepeatLinux 5.870140210280350Min: 380 / Avg: 382.33 / Max: 385Min: 368 / Avg: 374 / Max: 378Min: 370 / Avg: 376.33 / Max: 3821. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz

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 24Aug2020Model: Rhodopsin ProteinRepeat 2RepeatLinux 5.80.48830.97661.46491.95322.4415SE +/- 0.063, N = 12SE +/- 0.083, N = 15SE +/- 0.062, N = 152.1702.1622.1391. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinRepeat 2RepeatLinux 5.8246810Min: 1.77 / Avg: 2.17 / Max: 2.53Min: 1.74 / Avg: 2.16 / Max: 2.71Min: 1.85 / Avg: 2.14 / Max: 2.641. (CXX) g++ options: -O3 -pthread -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: DefaultRepeat 2RepeatLinux 5.80.39960.79921.19881.59841.998SE +/- 0.014, N = 3SE +/- 0.014, N = 3SE +/- 0.005, N = 31.7681.7761.7571. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRepeat 2RepeatLinux 5.8246810Min: 1.75 / Avg: 1.77 / Max: 1.8Min: 1.75 / Avg: 1.78 / Max: 1.79Min: 1.75 / Avg: 1.76 / Max: 1.771. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Repeat 2RepeatLinux 5.80.60711.21421.82132.42843.0355SE +/- 0.008, N = 3SE +/- 0.007, N = 3SE +/- 0.016, N = 32.6902.6952.6981. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Repeat 2RepeatLinux 5.8246810Min: 2.68 / Avg: 2.69 / Max: 2.71Min: 2.69 / Avg: 2.7 / Max: 2.71Min: 2.68 / Avg: 2.7 / Max: 2.731. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRepeat 2RepeatLinux 5.8510152025SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 319.4119.3719.591. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRepeat 2RepeatLinux 5.8510152025Min: 19.3 / Avg: 19.41 / Max: 19.48Min: 19.3 / Avg: 19.37 / Max: 19.42Min: 19.57 / Avg: 19.59 / Max: 19.631. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRepeat 2RepeatLinux 5.8246810SE +/- 0.007, N = 3SE +/- 0.021, N = 3SE +/- 0.075, N = 38.2408.2958.3391. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRepeat 2RepeatLinux 5.83691215Min: 8.23 / Avg: 8.24 / Max: 8.25Min: 8.26 / Avg: 8.3 / Max: 8.33Min: 8.26 / Avg: 8.34 / Max: 8.491. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRepeat 2RepeatLinux 5.81020304050SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 345.2545.4045.681. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRepeat 2RepeatLinux 5.8918273645Min: 44.77 / Avg: 45.25 / Max: 45.75Min: 44.89 / Avg: 45.4 / Max: 45.72Min: 45.5 / Avg: 45.68 / Max: 45.821. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 2Repeat 2RepeatLinux 5.88M16M24M32M40MSE +/- 25130.44, N = 3SE +/- 66845.66, N = 3SE +/- 131691.94, N = 338428188.338576198.638622318.4
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Repeat 2RepeatLinux 5.87M14M21M28M35MMin: 38386747.9 / Avg: 38428188.3 / Max: 38473538.5Min: 38443192.7 / Avg: 38576198.63 / Max: 38654410.3Min: 38364240.1 / Avg: 38622318.43 / Max: 38796909.6

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: 3Repeat 2RepeatLinux 5.8400800120016002000SE +/- 22.48, N = 3SE +/- 5.36, N = 3SE +/- 12.06, N = 31734.11799.11773.81. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Repeat 2RepeatLinux 5.830060090012001500Min: 1698.2 / Avg: 1734.1 / Max: 1775.5Min: 1790.6 / Avg: 1799.07 / Max: 1809Min: 1749.9 / Avg: 1773.77 / Max: 1788.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Repeat 2RepeatLinux 5.8510152025SE +/- 0.20, N = 12SE +/- 0.21, N = 7SE +/- 0.19, N = 1218.518.718.61. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Repeat 2RepeatLinux 5.8510152025Min: 17.8 / Avg: 18.5 / Max: 19.5Min: 18 / Avg: 18.71 / Max: 19.4Min: 17.7 / Avg: 18.63 / Max: 19.31. (CC) gcc options: -O3 -pthread -lz -llzma

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 BenchmarkRepeat 2RepeatLinux 5.8612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 325.7525.8725.881. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkRepeat 2RepeatLinux 5.8612182430Min: 25.7 / Avg: 25.75 / Max: 25.82Min: 25.84 / Avg: 25.87 / Max: 25.92Min: 25.77 / Avg: 25.88 / Max: 26.011. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Repeat 2RepeatLinux 5.850100150200250SE +/- 1.10, N = 3SE +/- 1.47, N = 3SE +/- 0.61, N = 3211.29210.24210.791. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Repeat 2RepeatLinux 5.84080120160200Min: 209.12 / Avg: 211.29 / Max: 212.63Min: 208.34 / Avg: 210.24 / Max: 213.13Min: 209.84 / Avg: 210.79 / Max: 211.931. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Repeat 2RepeatLinux 5.8306090120150SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.41, N = 3124.60124.33124.761. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Repeat 2RepeatLinux 5.820406080100Min: 124.17 / Avg: 124.6 / Max: 124.89Min: 124.3 / Avg: 124.33 / Max: 124.37Min: 124.17 / Avg: 124.76 / Max: 125.541. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Repeat 2RepeatLinux 5.8246810SE +/- 0.033, N = 3SE +/- 0.018, N = 3SE +/- 0.024, N = 38.9468.9168.9371. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Repeat 2RepeatLinux 5.83691215Min: 8.9 / Avg: 8.95 / Max: 9.01Min: 8.88 / Avg: 8.92 / Max: 8.94Min: 8.9 / Avg: 8.94 / Max: 8.981. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Repeat 2RepeatLinux 5.8246810SE +/- 0.026, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 38.1578.1458.1301. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Repeat 2RepeatLinux 5.83691215Min: 8.13 / Avg: 8.16 / Max: 8.21Min: 8.14 / Avg: 8.15 / Max: 8.16Min: 8.12 / Avg: 8.13 / Max: 8.141. (CXX) g++ options: -O3 -fPIC

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 CompileRepeat 2RepeatLinux 5.8816243240SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 336.2235.8935.70
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRepeat 2RepeatLinux 5.8816243240Min: 35.92 / Avg: 36.22 / Max: 36.39Min: 35.82 / Avg: 35.89 / Max: 35.93Min: 35.61 / Avg: 35.7 / Max: 35.81

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRepeat 2RepeatLinux 5.8306090120150SE +/- 2.19, N = 3SE +/- 2.41, N = 3SE +/- 1.91, N = 3145.83145.50145.05
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRepeat 2RepeatLinux 5.8306090120150Min: 141.58 / Avg: 145.83 / Max: 148.83Min: 140.68 / Avg: 145.5 / Max: 148Min: 141.48 / Avg: 145.05 / Max: 148.01

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileRepeat 2RepeatLinux 5.84080120160200SE +/- 1.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3178.52178.24177.10
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileRepeat 2RepeatLinux 5.8306090120150Min: 176.98 / Avg: 178.52 / Max: 180.47Min: 178.11 / Avg: 178.24 / Max: 178.34Min: 177.08 / Avg: 177.1 / Max: 177.13

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 CompileRepeat 2RepeatLinux 5.850100150200250SE +/- 1.84, N = 3SE +/- 1.72, N = 3SE +/- 1.39, N = 3230.69229.40228.24
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileRepeat 2RepeatLinux 5.84080120160200Min: 228.8 / Avg: 230.69 / Max: 234.36Min: 227.66 / Avg: 229.4 / Max: 232.84Min: 226.66 / Avg: 228.24 / Max: 231.01

Timed MPlayer Compilation

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileRepeat 2RepeatLinux 5.820406080100SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3104.40103.67103.62
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileRepeat 2RepeatLinux 5.820406080100Min: 104.31 / Avg: 104.4 / Max: 104.51Min: 103.64 / Avg: 103.67 / Max: 103.71Min: 103.61 / Avg: 103.62 / Max: 103.63

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 CompileRepeat 2RepeatLinux 5.8306090120150SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3130.38129.46128.82
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRepeat 2RepeatLinux 5.820406080100Min: 130.28 / Avg: 130.38 / Max: 130.47Min: 129.05 / Avg: 129.46 / Max: 129.71Min: 128.28 / Avg: 128.82 / Max: 129.15

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneRepeat 2RepeatLinux 5.890180270360450SE +/- 1.74, N = 3SE +/- 0.21, N = 3SE +/- 0.36, N = 3410.96406.94407.221. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneRepeat 2RepeatLinux 5.870140210280350Min: 409.09 / Avg: 410.96 / Max: 414.44Min: 406.54 / Avg: 406.94 / Max: 407.26Min: 406.55 / Avg: 407.22 / Max: 407.791. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

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 SynthesisRepeat 2RepeatLinux 5.81224364860SE +/- 0.62, N = 20SE +/- 0.60, N = 20SE +/- 0.68, N = 1951.2947.8045.531. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRepeat 2RepeatLinux 5.81020304050Min: 47.49 / Avg: 51.29 / Max: 57.35Min: 44.77 / Avg: 47.8 / Max: 56.95Min: 34.57 / Avg: 45.53 / Max: 48.261. (CC) gcc options: -O2 -std=c99

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 2020-06-28Repeat 2RepeatLinux 5.8612182430SE +/- 0.29, N = 15SE +/- 0.27, N = 15SE +/- 0.26, N = 926.7326.8226.081. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Repeat 2RepeatLinux 5.8612182430Min: 24.65 / Avg: 26.73 / Max: 27.89Min: 24.42 / Avg: 26.82 / Max: 28.52Min: 24.44 / Avg: 26.08 / Max: 27.061. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Repeat 2RepeatLinux 5.870K140K210K280K350KSE +/- 3472.14, N = 3SE +/- 3364.41, N = 3SE +/- 1576.46, N = 3345509.48347009.59343081.151. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Repeat 2RepeatLinux 5.860K120K180K240K300KMin: 339543.31 / Avg: 345509.48 / Max: 351570.05Min: 341310.82 / Avg: 347009.59 / Max: 352957.49Min: 340939.74 / Avg: 343081.15 / Max: 346155.961. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkRepeat 2RepeatLinux 5.80.05740.11480.17220.22960.287SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.2550.2530.2501. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkRepeat 2RepeatLinux 5.812345Min: 0.25 / Avg: 0.25 / Max: 0.26Min: 0.25 / Avg: 0.25 / Max: 0.26Min: 0.25 / Avg: 0.25 / Max: 0.251. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetRepeat 2RepeatLinux 5.8120K240K360K480K600KSE +/- 540.75, N = 3SE +/- 695.08, N = 3SE +/- 749.16, N = 3549327548806550009
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetRepeat 2RepeatLinux 5.8100K200K300K400K500KMin: 548307 / Avg: 549327.33 / Max: 550148Min: 547486 / Avg: 548805.67 / Max: 549844Min: 548529 / Avg: 550009.33 / Max: 550950

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Repeat 2RepeatLinux 5.82M4M6M8M10MSE +/- 6817.65, N = 3SE +/- 4319.42, N = 3SE +/- 5057.78, N = 3799461379860238003093
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Repeat 2RepeatLinux 5.81.4M2.8M4.2M5.6M7MMin: 7981000 / Avg: 7994613.33 / Max: 8002090Min: 7977470 / Avg: 7986023.33 / Max: 7991350Min: 7993050 / Avg: 8003093.33 / Max: 8009160

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileRepeat 2RepeatLinux 5.890K180K270K360K450KSE +/- 449.00, N = 3SE +/- 336.58, N = 3SE +/- 883.73, N = 3411383410812412627
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileRepeat 2RepeatLinux 5.870K140K210K280K350KMin: 410582 / Avg: 411383.33 / Max: 412135Min: 410198 / Avg: 410812 / Max: 411358Min: 410875 / Avg: 412627 / Max: 413705

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatRepeat 2RepeatLinux 5.880K160K240K320K400KSE +/- 239.07, N = 3SE +/- 213.96, N = 3SE +/- 361.36, N = 3380642380348381483
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatRepeat 2RepeatLinux 5.870K140K210K280K350KMin: 380191 / Avg: 380642 / Max: 381005Min: 379973 / Avg: 380348 / Max: 380714Min: 380803 / Avg: 381483 / Max: 382035

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantRepeat 2RepeatLinux 5.880K160K240K320K400KSE +/- 21.62, N = 3SE +/- 127.68, N = 3SE +/- 65.26, N = 3366519366371366604
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantRepeat 2RepeatLinux 5.860K120K180K240K300KMin: 366479 / Avg: 366519.33 / Max: 366553Min: 366155 / Avg: 366371.33 / Max: 366597Min: 366474 / Avg: 366604 / Max: 366679

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Repeat 2RepeatLinux 5.81.5M3M4.5M6M7.5MSE +/- 5470.78, N = 3SE +/- 4229.50, N = 3SE +/- 5144.85, N = 3722071072171777235480
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Repeat 2RepeatLinux 5.81.3M2.6M3.9M5.2M6.5MMin: 7210100 / Avg: 7220710 / Max: 7228330Min: 7208750 / Avg: 7217176.67 / Max: 7222030Min: 7225870 / Avg: 7235480 / Max: 7243470

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastRepeat 2RepeatLinux 5.8246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 38.748.768.741. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastRepeat 2RepeatLinux 5.83691215Min: 8.73 / Avg: 8.74 / Max: 8.76Min: 8.73 / Avg: 8.76 / Max: 8.78Min: 8.73 / Avg: 8.74 / Max: 8.741. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumRepeat 2RepeatLinux 5.83691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.0312.0312.051. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumRepeat 2RepeatLinux 5.848121620Min: 12.03 / Avg: 12.03 / Max: 12.03Min: 12.03 / Avg: 12.03 / Max: 12.03Min: 12.04 / Avg: 12.05 / Max: 12.051. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughRepeat 2RepeatLinux 5.820406080100SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 380.7080.6480.701. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughRepeat 2RepeatLinux 5.81530456075Min: 80.52 / Avg: 80.7 / Max: 80.79Min: 80.42 / Avg: 80.64 / Max: 80.77Min: 80.65 / Avg: 80.7 / Max: 80.741. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveRepeat 2RepeatLinux 5.8140280420560700SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3666.45666.23666.311. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveRepeat 2RepeatLinux 5.8120240360480600Min: 666.16 / Avg: 666.45 / Max: 666.67Min: 666.11 / Avg: 666.23 / Max: 666.33Min: 666.13 / Avg: 666.31 / Max: 666.661. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8714212835SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 331.5231.5031.75
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8714212835Min: 31.51 / Avg: 31.52 / Max: 31.53Min: 31.44 / Avg: 31.5 / Max: 31.59Min: 31.73 / Avg: 31.75 / Max: 31.78

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 320.0820.1420.07
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8510152025Min: 20.04 / Avg: 20.08 / Max: 20.1Min: 20.12 / Avg: 20.14 / Max: 20.16Min: 19.98 / Avg: 20.07 / Max: 20.12

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.80.08080.16160.24240.32320.404SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.3590.3580.357
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.812345Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.35 / Avg: 0.36 / Max: 0.36

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 319.1819.2119.26
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyRepeat 2RepeatLinux 5.8510152025Min: 19.11 / Avg: 19.17 / Max: 19.23Min: 19.19 / Avg: 19.21 / Max: 19.26Min: 19.22 / Avg: 19.26 / Max: 19.3

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: CropRepeat 2RepeatLinux 5.83691215SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 310.0810.0910.12
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropRepeat 2RepeatLinux 5.83691215Min: 10.01 / Avg: 10.08 / Max: 10.18Min: 10.01 / Avg: 10.09 / Max: 10.25Min: 10 / Avg: 10.12 / Max: 10.35

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleRepeat 2RepeatLinux 5.8246810SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.047, N = 37.6927.7267.749
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleRepeat 2RepeatLinux 5.83691215Min: 7.68 / Avg: 7.69 / Max: 7.71Min: 7.71 / Avg: 7.73 / Max: 7.74Min: 7.67 / Avg: 7.75 / Max: 7.83

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRepeat 2RepeatLinux 5.820406080100SE +/- 0.61, N = 3SE +/- 0.67, N = 3SE +/- 0.19, N = 3107.41107.30106.76
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonRepeat 2RepeatLinux 5.820406080100Min: 106.59 / Avg: 107.41 / Max: 108.59Min: 106.57 / Avg: 107.3 / Max: 108.64Min: 106.43 / Avg: 106.76 / Max: 107.08

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRepeat 2RepeatLinux 5.8918273645SE +/- 0.44, N = 6SE +/- 0.48, N = 5SE +/- 0.35, N = 1237.5937.4737.55
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectRepeat 2RepeatLinux 5.8816243240Min: 35.49 / Avg: 37.59 / Max: 38.28Min: 35.65 / Avg: 37.47 / Max: 38.3Min: 33.81 / Avg: 37.55 / Max: 38.31

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRepeat 2RepeatLinux 5.81122334455SE +/- 0.44, N = 3SE +/- 0.45, N = 3SE +/- 0.48, N = 347.4047.6547.46
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasRepeat 2RepeatLinux 5.81020304050Min: 46.61 / Avg: 47.39 / Max: 48.12Min: 46.75 / Avg: 47.65 / Max: 48.12Min: 46.52 / Avg: 47.46 / Max: 48.11

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassRepeat 2RepeatLinux 5.8918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 337.9137.9137.92
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassRepeat 2RepeatLinux 5.8816243240Min: 37.85 / Avg: 37.91 / Max: 37.96Min: 37.85 / Avg: 37.9 / Max: 37.97Min: 37.92 / Avg: 37.92 / Max: 37.93

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurRepeat 2RepeatLinux 5.820406080100SE +/- 0.79, N = 8SE +/- 0.93, N = 6SE +/- 0.70, N = 378.3777.7474.21
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurRepeat 2RepeatLinux 5.81530456075Min: 76.74 / Avg: 78.37 / Max: 83.65Min: 74.67 / Avg: 77.74 / Max: 79.99Min: 72.82 / Avg: 74.21 / Max: 74.98

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRepeat 2RepeatLinux 5.820406080100SE +/- 0.45, N = 3SE +/- 0.29, N = 3SE +/- 0.06, N = 375.7875.4973.08
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceRepeat 2RepeatLinux 5.81530456075Min: 75.25 / Avg: 75.78 / Max: 76.68Min: 75.18 / Avg: 75.49 / Max: 76.08Min: 73.01 / Avg: 73.08 / Max: 73.19

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRepeat 2RepeatLinux 5.81224364860SE +/- 0.63, N = 6SE +/- 0.64, N = 3SE +/- 0.05, N = 353.3354.3251.54
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesRepeat 2RepeatLinux 5.81122334455Min: 51.95 / Avg: 53.33 / Max: 56.2Min: 53.26 / Avg: 54.32 / Max: 55.47Min: 51.48 / Avg: 51.54 / Max: 51.63

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: resizeRepeat 2RepeatLinux 5.83691215SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 312.1912.1612.34
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeRepeat 2RepeatLinux 5.848121620Min: 12.08 / Avg: 12.19 / Max: 12.38Min: 12.05 / Avg: 12.16 / Max: 12.33Min: 12.12 / Avg: 12.34 / Max: 12.47

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateRepeat 2RepeatLinux 5.848121620SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 314.9414.8714.62
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateRepeat 2RepeatLinux 5.848121620Min: 14.77 / Avg: 14.94 / Max: 15.25Min: 14.54 / Avg: 14.87 / Max: 15.38Min: 14.53 / Avg: 14.62 / Max: 14.7

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsRepeat 2RepeatLinux 5.848121620SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 315.6115.9615.52
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsRepeat 2RepeatLinux 5.848121620Min: 15.39 / Avg: 15.61 / Max: 15.74Min: 15.62 / Avg: 15.96 / Max: 16.14Min: 15.46 / Avg: 15.52 / Max: 15.61

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskRepeat 2RepeatLinux 5.8510152025SE +/- 0.14, N = 3SE +/- 0.37, N = 15SE +/- 0.16, N = 318.5219.0818.04
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskRepeat 2RepeatLinux 5.8510152025Min: 18.36 / Avg: 18.52 / Max: 18.8Min: 17.72 / Avg: 19.08 / Max: 22.93Min: 17.73 / Avg: 18.04 / Max: 18.22

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 TimeRepeat 2RepeatLinux 5.820406080100SE +/- 0.81, N = 3SE +/- 1.19, N = 4SE +/- 0.61, N = 381.0082.7477.25
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeRepeat 2RepeatLinux 5.81632486480Min: 79.38 / Avg: 81 / Max: 81.87Min: 81.13 / Avg: 82.74 / Max: 86.25Min: 76.59 / Avg: 77.25 / Max: 78.48

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 DocumentRepeat 2RepeatLinux 5.81020304050SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 343.3443.4143.33
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentRepeat 2RepeatLinux 5.8918273645Min: 43.06 / Avg: 43.34 / Max: 43.58Min: 43.24 / Avg: 43.41 / Max: 43.56Min: 43.16 / Avg: 43.33 / Max: 43.42

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 5.2.0Repeat 2RepeatLinux 5.83691215SE +/- 0.055, N = 5SE +/- 0.040, N = 5SE +/- 0.023, N = 59.5909.5119.516
OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Repeat 2RepeatLinux 5.83691215Min: 9.49 / Avg: 9.59 / Max: 9.74Min: 9.45 / Avg: 9.51 / Max: 9.67Min: 9.48 / Avg: 9.52 / Max: 9.61

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 TimeRepeat 2RepeatLinux 5.8306090120150SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3112.01112.20112.311. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeRepeat 2RepeatLinux 5.820406080100Min: 111.82 / Avg: 112.01 / Max: 112.12Min: 112.18 / Avg: 112.2 / Max: 112.22Min: 112.21 / Avg: 112.3 / Max: 112.371. RawTherapee, version 5.8, command line.

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 PNGRepeat 2RepeatLinux 5.8612182430SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 326.3926.2326.401. rsvg-convert version 2.50.1
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGRepeat 2RepeatLinux 5.8612182430Min: 26.19 / Avg: 26.39 / Max: 26.61Min: 26.1 / Avg: 26.23 / Max: 26.44Min: 26.32 / Avg: 26.4 / Max: 26.451. rsvg-convert version 2.50.1

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: 100Repeat 2RepeatLinux 5.814K28K42K56K70KSE +/- 451.83, N = 3SE +/- 322.75, N = 3SE +/- 170.68, N = 36426864062635461. (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: 100Repeat 2RepeatLinux 5.811K22K33K44K55KMin: 63635 / Avg: 64268 / Max: 65143Min: 63428 / Avg: 64062.33 / Max: 64483Min: 63214 / Avg: 63546.33 / Max: 637801. (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: 200Repeat 2RepeatLinux 5.830K60K90K120K150KSE +/- 858.81, N = 3SE +/- 964.00, N = 3SE +/- 585.18, N = 31279051297811277661. (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: 200Repeat 2RepeatLinux 5.820K40K60K80K100KMin: 126417 / Avg: 127905 / Max: 129392Min: 127882 / Avg: 129781 / Max: 131019Min: 127031 / Avg: 127765.67 / Max: 1289221. (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: GoogleNet - Acceleration: CPU - Iterations: 100Repeat 2RepeatLinux 5.830K60K90K120K150KSE +/- 404.87, N = 3SE +/- 315.12, N = 3SE +/- 412.83, N = 31562041563381562071. (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: GoogleNet - Acceleration: CPU - Iterations: 100Repeat 2RepeatLinux 5.830K60K90K120K150KMin: 155420 / Avg: 156203.67 / Max: 156772Min: 155951 / Avg: 156337.67 / Max: 156962Min: 155766 / Avg: 156207 / Max: 1570321. (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: GoogleNet - Acceleration: CPU - Iterations: 200Repeat 2RepeatLinux 5.870K140K210K280K350KSE +/- 172.18, N = 3SE +/- 686.69, N = 3SE +/- 800.00, N = 33119173124523136831. (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: GoogleNet - Acceleration: CPU - Iterations: 200Repeat 2RepeatLinux 5.850K100K150K200K250KMin: 311574 / Avg: 311917 / Max: 312115Min: 311482 / Avg: 312452 / Max: 313779Min: 312694 / Avg: 313683.33 / Max: 3152671. (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: SqueezeNetV1.0Repeat 2RepeatLinux 5.848121620SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.82, N = 913.7913.6914.68MIN: 10.72 / MAX: 32.7MIN: 10.76 / MAX: 33.26MIN: 10.62 / MAX: 135.121. (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: SqueezeNetV1.0Repeat 2RepeatLinux 5.848121620Min: 13.55 / Avg: 13.78 / Max: 13.92Min: 13.54 / Avg: 13.69 / Max: 13.82Min: 13.07 / Avg: 14.68 / Max: 20.961. (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: resnet-v2-50Repeat 2RepeatLinux 5.81632486480SE +/- 0.60, N = 3SE +/- 1.88, N = 3SE +/- 2.05, N = 968.0971.0171.13MIN: 59.96 / MAX: 97.85MIN: 59.47 / MAX: 99.24MIN: 57.72 / MAX: 292.321. (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-v2-50Repeat 2RepeatLinux 5.81428425670Min: 67.46 / Avg: 68.09 / Max: 69.3Min: 69.05 / Avg: 71.01 / Max: 74.78Min: 65.7 / Avg: 71.13 / Max: 85.831. (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_224Repeat 2RepeatLinux 5.83691215SE +/- 0.341, N = 3SE +/- 0.198, N = 3SE +/- 0.147, N = 99.0499.1159.435MIN: 6.16 / MAX: 16.66MIN: 6.39 / MAX: 20.87MIN: 6.28 / MAX: 25.41. (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_224Repeat 2RepeatLinux 5.83691215Min: 8.5 / Avg: 9.05 / Max: 9.67Min: 8.73 / Avg: 9.12 / Max: 9.37Min: 8.75 / Avg: 9.44 / Max: 10.071. (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-v1-1.0Repeat 2RepeatLinux 5.83691215SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.39, N = 910.3510.1810.62MIN: 8.01 / MAX: 65.29MIN: 7.49 / MAX: 25.67MIN: 7.76 / MAX: 51.851. (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-v1-1.0Repeat 2RepeatLinux 5.83691215Min: 10.14 / Avg: 10.35 / Max: 10.46Min: 10.08 / Avg: 10.18 / Max: 10.26Min: 10.01 / Avg: 10.62 / Max: 13.741. (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: inception-v3Repeat 2RepeatLinux 5.820406080100SE +/- 2.12, N = 3SE +/- 3.55, N = 3SE +/- 1.10, N = 979.4681.6280.97MIN: 68.93 / MAX: 116.85MIN: 68.12 / MAX: 124.18MIN: 67.94 / MAX: 127.51. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Repeat 2RepeatLinux 5.81632486480Min: 75.93 / Avg: 79.46 / Max: 83.26Min: 78.05 / Avg: 81.61 / Max: 88.72Min: 77.62 / Avg: 80.97 / Max: 88.081. (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

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetRepeat 2RepeatLinux 5.8816243240SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 333.4934.1534.11MIN: 31.34 / MAX: 48.83MIN: 32.68 / MAX: 47.77MIN: 32.16 / MAX: 49.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetRepeat 2RepeatLinux 5.8714212835Min: 33.01 / Avg: 33.49 / Max: 33.85Min: 34.08 / Avg: 34.15 / Max: 34.28Min: 33.97 / Avg: 34.11 / Max: 34.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetRepeat 2RepeatLinux 5.8918273645SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 340.4140.0640.93MIN: 38.1 / MAX: 54.65MIN: 38.02 / MAX: 54.79MIN: 38.55 / MAX: 49.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetRepeat 2RepeatLinux 5.8918273645Min: 40.01 / Avg: 40.41 / Max: 40.89Min: 39.92 / Avg: 40.06 / Max: 40.3Min: 40.8 / Avg: 40.93 / Max: 41.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Repeat 2RepeatLinux 5.83691215SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 311.7211.6511.74MIN: 9.49 / MAX: 32.65MIN: 9.82 / MAX: 26.52MIN: 9.47 / MAX: 27.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Repeat 2RepeatLinux 5.83691215Min: 11.26 / Avg: 11.72 / Max: 12.02Min: 11.47 / Avg: 11.65 / Max: 11.74Min: 11.21 / Avg: 11.74 / Max: 12.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Repeat 2RepeatLinux 5.83691215SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 39.229.239.40MIN: 7.92 / MAX: 16.86MIN: 7.89 / MAX: 18.88MIN: 7.75 / MAX: 21.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Repeat 2RepeatLinux 5.83691215Min: 9.13 / Avg: 9.22 / Max: 9.39Min: 9.2 / Avg: 9.23 / Max: 9.26Min: 9.09 / Avg: 9.4 / Max: 9.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Repeat 2RepeatLinux 5.8246810SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 36.106.156.14MIN: 5.07 / MAX: 10.69MIN: 5.09 / MAX: 16.86MIN: 5.11 / MAX: 14.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Repeat 2RepeatLinux 5.8246810Min: 5.96 / Avg: 6.1 / Max: 6.32Min: 6.1 / Avg: 6.15 / Max: 6.18Min: 6.12 / Avg: 6.14 / Max: 6.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetRepeat 2RepeatLinux 5.83691215SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 39.329.049.35MIN: 7.77 / MAX: 23.84MIN: 7.72 / MAX: 15.79MIN: 7.89 / MAX: 22.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetRepeat 2RepeatLinux 5.83691215Min: 9.03 / Avg: 9.32 / Max: 9.57Min: 8.8 / Avg: 9.04 / Max: 9.22Min: 9.28 / Avg: 9.35 / Max: 9.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Repeat 2RepeatLinux 5.848121620SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 315.1314.7515.02MIN: 13.15 / MAX: 29.02MIN: 12.74 / MAX: 28.41MIN: 12.89 / MAX: 41.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Repeat 2RepeatLinux 5.848121620Min: 14.95 / Avg: 15.13 / Max: 15.39Min: 14.53 / Avg: 14.75 / Max: 15.04Min: 14.9 / Avg: 15.02 / Max: 15.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceRepeat 2RepeatLinux 5.80.54451.0891.63352.1782.7225SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 32.382.372.42MIN: 2.11 / MAX: 4.92MIN: 2.12 / MAX: 4.68MIN: 2.1 / MAX: 5.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceRepeat 2RepeatLinux 5.8246810Min: 2.34 / Avg: 2.38 / Max: 2.43Min: 2.36 / Avg: 2.37 / Max: 2.38Min: 2.38 / Avg: 2.42 / Max: 2.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetRepeat 2RepeatLinux 5.8714212835SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 330.5530.6431.44MIN: 27.75 / MAX: 72.01MIN: 27.56 / MAX: 47.11MIN: 27.99 / MAX: 47.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetRepeat 2RepeatLinux 5.8714212835Min: 30.29 / Avg: 30.55 / Max: 30.88Min: 30.24 / Avg: 30.64 / Max: 31.17Min: 31.05 / Avg: 31.44 / Max: 321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Repeat 2RepeatLinux 5.8306090120150SE +/- 0.46, N = 3SE +/- 0.40, N = 3SE +/- 11.42, N = 3134.57134.18145.42MIN: 129.96 / MAX: 149.3MIN: 129.55 / MAX: 150.89MIN: 128.29 / MAX: 481.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Repeat 2RepeatLinux 5.8306090120150Min: 134.08 / Avg: 134.57 / Max: 135.49Min: 133.78 / Avg: 134.18 / Max: 134.97Min: 133.92 / Avg: 145.42 / Max: 168.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Repeat 2RepeatLinux 5.8714212835SE +/- 0.21, N = 3SE +/- 0.24, N = 3SE +/- 0.49, N = 331.2830.8131.90MIN: 29.16 / MAX: 56.75MIN: 29 / MAX: 42.17MIN: 29.51 / MAX: 48.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Repeat 2RepeatLinux 5.8714212835Min: 30.86 / Avg: 31.28 / Max: 31.56Min: 30.37 / Avg: 30.81 / Max: 31.19Min: 31.31 / Avg: 31.9 / Max: 32.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetRepeat 2RepeatLinux 5.8714212835SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.43, N = 327.7028.5128.95MIN: 25.58 / MAX: 39.05MIN: 26.01 / MAX: 41.49MIN: 26.11 / MAX: 47.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetRepeat 2RepeatLinux 5.8612182430Min: 27.41 / Avg: 27.7 / Max: 27.94Min: 28.16 / Avg: 28.51 / Max: 28.95Min: 28.5 / Avg: 28.95 / Max: 29.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Repeat 2RepeatLinux 5.81428425670SE +/- 0.23, N = 3SE +/- 0.60, N = 3SE +/- 0.58, N = 363.5264.0563.93MIN: 59.97 / MAX: 82.96MIN: 59.95 / MAX: 79.38MIN: 59.37 / MAX: 98.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Repeat 2RepeatLinux 5.81326395265Min: 63.06 / Avg: 63.52 / Max: 63.77Min: 62.85 / Avg: 64.05 / Max: 64.69Min: 62.83 / Avg: 63.93 / Max: 64.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyRepeat 2RepeatLinux 5.81326395265SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.79, N = 354.9855.4856.65MIN: 51.45 / MAX: 67.64MIN: 51.39 / MAX: 71.39MIN: 52.71 / MAX: 71.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyRepeat 2RepeatLinux 5.81122334455Min: 53.81 / Avg: 54.98 / Max: 56.31Min: 54.59 / Avg: 55.48 / Max: 55.97Min: 55.83 / Avg: 56.65 / Max: 58.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 v2Repeat 2RepeatLinux 5.860120180240300SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.85, N = 3290.11289.56290.77MIN: 288.56 / MAX: 297.64MIN: 288.33 / MAX: 301.37MIN: 288.73 / MAX: 294.861. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Repeat 2RepeatLinux 5.850100150200250Min: 290.01 / Avg: 290.11 / Max: 290.17Min: 289.48 / Avg: 289.56 / Max: 289.63Min: 289.84 / Avg: 290.77 / Max: 292.481. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Repeat 2RepeatLinux 5.860120180240300SE +/- 0.42, N = 3SE +/- 0.55, N = 3SE +/- 1.72, N = 3282.53282.42282.81MIN: 280.04 / MAX: 283.93MIN: 279.99 / MAX: 289.15MIN: 279.31 / MAX: 293.681. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Repeat 2RepeatLinux 5.850100150200250Min: 281.7 / Avg: 282.53 / Max: 283.03Min: 281.38 / Avg: 282.42 / Max: 283.26Min: 280.48 / Avg: 282.81 / Max: 286.181. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATRepeat 2RepeatLinux 5.870M140M210M280M350MSE +/- 675230.56, N = 3SE +/- 793902.69, N = 3SE +/- 637010.15, N = 3347099493.17346948225.49346111768.961. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATRepeat 2RepeatLinux 5.860M120M180M240M300MMin: 345893908.37 / Avg: 347099493.17 / Max: 348229289.26Min: 345427052.24 / Avg: 346948225.49 / Max: 348102980.07Min: 344838994.74 / Avg: 346111768.96 / Max: 346796942.51. (CC) gcc options: -O3 -march=native -lm

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaRepeat 2RepeatLinux 5.81530456075SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 365.2665.7565.46
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaRepeat 2RepeatLinux 5.81326395265Min: 64.98 / Avg: 65.26 / Max: 65.54Min: 65.19 / Avg: 65.75 / Max: 66.53Min: 65.15 / Avg: 65.46 / Max: 65.76

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaRepeat 2RepeatLinux 5.8306090120150SE +/- 1.11, N = 3SE +/- 1.69, N = 4SE +/- 3.72, N = 12134.63134.75143.09
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaRepeat 2RepeatLinux 5.8306090120150Min: 132.65 / Avg: 134.63 / Max: 136.49Min: 129.74 / Avg: 134.75 / Max: 136.93Min: 131.25 / Avg: 143.09 / Max: 165.55

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmRepeat 2RepeatLinux 5.8510152025SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 322.2022.1122.27
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmRepeat 2RepeatLinux 5.8510152025Min: 22.1 / Avg: 22.2 / Max: 22.34Min: 22.09 / Avg: 22.11 / Max: 22.14Min: 22.17 / Avg: 22.27 / Max: 22.4

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionRepeat 2RepeatLinux 5.8246810SE +/- 0.10, N = 15SE +/- 0.16, N = 15SE +/- 0.14, N = 136.546.476.76
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionRepeat 2RepeatLinux 5.83691215Min: 5.95 / Avg: 6.54 / Max: 7.16Min: 5.43 / Avg: 6.47 / Max: 7.49Min: 5.83 / Avg: 6.76 / Max: 7.48

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 ImagesRepeat 2RepeatLinux 5.8612182430SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 327.1127.2826.99
OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesRepeat 2RepeatLinux 5.8612182430Min: 26.9 / Avg: 27.11 / Max: 27.42Min: 27.08 / Avg: 27.28 / Max: 27.65Min: 26.87 / Avg: 26.99 / Max: 27.12

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Repeat 2RepeatLinux 5.8160K320K480K640K800KSE +/- 34045.73, N = 12SE +/- 29151.53, N = 12SE +/- 2559.33, N = 3629526.3659963.4760730.0
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Repeat 2RepeatLinux 5.8130K260K390K520K650KMin: 528357.7 / Avg: 629526.25 / Max: 926672.1Min: 550919.4 / Avg: 659963.42 / Max: 922159.9Min: 756894.6 / Avg: 760730 / Max: 765583.3

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Repeat 2RepeatLinux 5.8200K400K600K800K1000KSE +/- 5652.45, N = 3SE +/- 1716.99, N = 3SE +/- 8279.50, N = 3753790.1813802.4900888.2
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Repeat 2RepeatLinux 5.8160K320K480K640K800KMin: 747216.1 / Avg: 753790.13 / Max: 765041.9Min: 810369.9 / Avg: 813802.4 / Max: 815606.1Min: 885220.7 / Avg: 900888.17 / Max: 913363.9

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000RepeatLinux 5.8200K400K600K800K1000KSE +/- 74360.89, N = 12SE +/- 5169.61, N = 3493832.3945891.7
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000RepeatLinux 5.8160K320K480K640K800KMin: 141330.7 / Avg: 493832.25 / Max: 933871.6Min: 937773.7 / Avg: 945891.67 / Max: 955495.8

103 Results Shown

GLmark2
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
NAMD
Dolfyn
FFTE
Timed HMMer Search
Incompact3D
Monte Carlo Simulations of Ionised Nebulae
LAMMPS Molecular Dynamics Simulator
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Lossless
  Quality 100, Highest Compression
  Quality 100, Lossless, Highest Compression
BYTE Unix Benchmark
Zstd Compression:
  3
  19
LibRaw
libavif avifenc:
  0
  2
  8
  10
Timed Apache Compilation
Timed FFmpeg Compilation
Timed GDB GNU Debugger Compilation
Timed Linux Kernel Compilation
Timed MPlayer Compilation
Timed PHP Compilation
YafaRay
eSpeak-NG Speech Engine
RNNoise
KeyDB
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GEGL:
  Crop
  Scale
  Cartoon
  Reflect
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
Hugin
OCRMyPDF
GNU Octave Benchmark
RawTherapee
librsvg
Caffe:
  AlexNet - CPU - 100
  AlexNet - CPU - 200
  GoogleNet - CPU - 100
  GoogleNet - CPU - 200
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
Hierarchical INTegration
Mlpack Benchmark:
  scikit_ica
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
Tesseract OCR
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
  1024 - 10000 - 2,5000,1 - 10000

Linux 5.8

Processor: Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Gigabyte Z97-HD3 (F10c BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 8GB, Disk: 120GB ADATA SU700, Graphics: Gigabyte Intel Xeon E3-1200 v3/4th Gen Core IGP (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL S2409W, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.0, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28
Python Notes: Python 3.8.6
Security Notes: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 13 October 2020 13:39 by user phoronix.

Repeat

Processor: Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Gigabyte Z97-HD3 (F10c BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 8GB, Disk: 120GB ADATA SU700, Graphics: Gigabyte Intel HD 4600 2GB (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL S2409W, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.0, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.1.8, Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28
Python Notes: Python 3.8.6
Security Notes: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 13 October 2020 05:37 by user phoronix.

Repeat 2

Processor: Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Gigabyte Z97-HD3 (F10c BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 8GB, Disk: 120GB ADATA SU700, Graphics: Gigabyte Intel HD 4600 2GB (1250MHz), Audio: Intel Xeon E3-1200 v3/4th, Monitor: DELL S2409W, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 20.10, Kernel: 5.8.0-21-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.5 Mesa 20.2.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28
Python Notes: Python 3.8.6
Security Notes: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 13 October 2020 19:04 by user phoronix.