Core i5 4670 Haswell

Intel Core i5-4670 testing with a MSI B85M-P33 (MS-7817) v1.0 (V4.9 BIOS) and MSI Intel HD 4600 2GB on Ubuntu 20.04 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 2010026-FI-COREI546720

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Linux 5.4
October 01 2020
  10 Hours, 35 Minutes
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October 01 2020
  9 Hours, 56 Minutes
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October 02 2020
  9 Hours, 22 Minutes
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Core i5 4670 HaswellOpenBenchmarking.orgPhoronix Test Suite 10.2.0Intel Core i5-4670 @ 3.80GHz (4 Cores)MSI B85M-P33 (MS-7817) v1.0 (V4.9 BIOS)Intel 4th Gen Core DRAM8GB2000GB Samsung SSD 860MSI Intel HD 4600 2GB (1200MHz)Intel Xeon E3-1200 v3/4thDELL S2409WRealtek RTL8111/8168/8411Ubuntu 20.045.4.0-40-generic (x86_64)5.8.0-050800-generic (x86_64)5.9.0-050900rc7daily20201002-generic (x86_64) 20201001GNOME Shell 3.36.3X Server 1.20.8modesetting 1.20.84.5 Mesa 20.0.8GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionCore I5 4670 Haswell BenchmarksSystem LogsOPC Classification- --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,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 - Linux 5.4: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Linux 5.8: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28 - Linux 5.9-rc7: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x28 - Python 2.7.18rc1 + Python 3.8.2- Linux 5.4: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Linux 5.8: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Linux 5.9-rc7: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Linux 5.4Linux 5.8Linux 5.9-rc7Result OverviewPhoronix Test Suite 10.2.0100%104%109%113%117%Apache CouchDBlibrsvgLeelaChessZeroMobile Neural NetworkECP-CANDLETimed Apache CompilationTimed HMMer SearchInfluxDBTimed Linux Kernel CompilationGROMACSBYTE Unix BenchmarkMlpack BenchmarkNAMDTimed GDB GNU Debugger CompilationTimed PHP CompilationeSpeak-NG Speech EngineG'MICBuild2LibRawFFTEMonte Carlo Simulations of Ionised NebulaeNCNNZstd CompressionIncompact3DLAMMPS Molecular Dynamics SimulatorAOM AV1DolfynRawTherapeeRNNoiseOCRMyPDFTesseract OCRTNNTimed MAFFT AlignmentSystem GZIP DecompressionHierarchical INTegrationlibavif avifencWebP Image EncodeASTC EncoderTensorFlow LiteCaffe

Core i5 4670 Haswelllczero: BLASlczero: Eigennamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchincompact3d: Cylindermafft: Multiple Sequence Alignment - LSU RNAmocassin: 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 Benchmarkaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimeavifenc: 0avifenc: 2avifenc: 8avifenc: 10build-apache: Time To Compilebuild-gdb: Time To Compilebuild-linux-kernel: Time To Compilebuild-php: Time To Compilebuild2: Time To Compileespeak: Text-To-Speech Synthesisrnnoise: system-decompress-gzip: couchdb: 100 - 1000 - 24gromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivegmic: 2D Function Plotting, 1000 Timesgmic: Plotting Isosurface Of A 3D Volume, 1000 Timesgmic: 3D Elevated Function In Rand Colors, 100 Timesocrmypdf: Processing 60 Page PDF Documentrawtherapee: 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 v1.1ecp-candle: P1B2ecp-candle: P3B1hint: 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 - 10000Linux 5.4Linux 5.8Linux 5.9-rc76676175.2084622.55914527.851522786137.008828.55074112.3993302.6601.8332.80619.4988.50048.22936897223.11861.716.323.441.6012.652.5431.63228.165136.0609.4488.64538.404200.137261.198140.014324.32135.93125.5453.359212.9910.347542297780698338270536528037069470644139.7114.9299.79797.1899.49722.58473.16166.011122.42725.3934020682100907811814678.79639.1065.7976.74550.11430.3736.749.658.425.177.7413.231.8231.92137.1435.0231.1161.7056.72301.983289.15452.8041852.563348951782.8726461.15109.4122.685.2627.630831101.7865757.86866435.1431222.68914609.021491318138.566831.38726812.3653302.6531.8352.80219.5278.49947.83237546757.01896.416.323.711.6012.552.5631.33229.198135.0239.4508.61638.840200.444261.780139.155320.54636.43525.6443.367181.3560.351541893780876038274136534137073470654639.7014.9199.88798.06102.20922.94172.97166.244123.00526.3784001179933906491813198.72539.5796.3177.20249.71830.2636.369.278.175.127.7113.071.8331.80138.8234.2531.0461.6356.22301.417289.66953.4271858.724349059484.4750060.86113.7422.715.2527.715803914.8855257.56906285.1319122.70114694.032439619140.297831.62935412.3793332.6411.8392.80219.5238.49847.83837573969.31908.216.123.731.6012.802.5631.60227.245136.0789.4848.62639.509202.925266.532141.052320.11336.10425.6223.364182.3790.354541857780802338301336534637071370664079.7114.9199.61797.97100.35722.64373.01566.132123.00326.0374008379819906501819248.70839.8036.3657.21749.79730.1636.369.278.125.147.7513.061.8231.80139.1134.2231.0361.5856.15301.559289.29254.8161901.278348341359.2008261.18106.9922.715.1927.691804647.8853799.3OpenBenchmarking.org

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: BLASLinux 5.4Linux 5.8Linux 5.9-rc7150300450600750SE +/- 8.68, N = 9SE +/- 10.58, N = 3SE +/- 6.67, N = 36676866901. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.4Linux 5.8Linux 5.9-rc7120240360480600Min: 607 / Avg: 667.11 / Max: 696Min: 666 / Avg: 686 / Max: 702Min: 677 / Avg: 690.33 / Max: 6971. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.4Linux 5.8Linux 5.9-rc7140280420560700SE +/- 9.84, N = 3SE +/- 6.36, N = 36176436281. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.4Linux 5.8Linux 5.9-rc7110220330440550Min: 607 / Avg: 617.33 / Max: 637Min: 617 / Avg: 628.33 / Max: 6391. (CXX) g++ options: -flto -pthread

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 AtomsLinux 5.4Linux 5.8Linux 5.9-rc71.17192.34383.51574.68765.8595SE +/- 0.01406, N = 3SE +/- 0.02780, N = 3SE +/- 0.02765, N = 35.208465.143125.13191
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 5.18 / Avg: 5.21 / Max: 5.23Min: 5.09 / Avg: 5.14 / Max: 5.18Min: 5.08 / Avg: 5.13 / Max: 5.17

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 DynamicsLinux 5.4Linux 5.8Linux 5.9-rc7510152025SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 322.5622.6922.70
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.4Linux 5.8Linux 5.9-rc7510152025Min: 22.52 / Avg: 22.56 / Max: 22.59Min: 22.54 / Avg: 22.69 / Max: 22.8Min: 22.66 / Avg: 22.7 / Max: 22.75

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 RoutineLinux 5.4Linux 5.8Linux 5.9-rc73K6K9K12K15KSE +/- 34.03, N = 3SE +/- 36.58, N = 3SE +/- 19.68, N = 314527.8514609.0214694.031. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.4Linux 5.8Linux 5.9-rc73K6K9K12K15KMin: 14482.36 / Avg: 14527.85 / Max: 14594.44Min: 14540.3 / Avg: 14609.02 / Max: 14665.1Min: 14656.36 / Avg: 14694.03 / Max: 14722.761. (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 SearchLinux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3137.01138.57140.301. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.4Linux 5.8Linux 5.9-rc7306090120150Min: 136.91 / Avg: 137.01 / Max: 137.08Min: 138.42 / Avg: 138.57 / Max: 138.85Min: 140.16 / Avg: 140.3 / Max: 140.421. (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: CylinderLinux 5.4Linux 5.8Linux 5.9-rc72004006008001000SE +/- 4.81, N = 3SE +/- 4.38, N = 3SE +/- 5.58, N = 3828.55831.39831.631. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderLinux 5.4Linux 5.8Linux 5.9-rc7150300450600750Min: 823.47 / Avg: 828.55 / Max: 838.17Min: 826.25 / Avg: 831.39 / Max: 840.11Min: 823.78 / Avg: 831.63 / Max: 842.421. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

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 RNALinux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 312.4012.3712.381. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.4Linux 5.8Linux 5.9-rc748121620Min: 12.28 / Avg: 12.4 / Max: 12.56Min: 12.31 / Avg: 12.37 / Max: 12.41Min: 12.31 / Avg: 12.38 / Max: 12.521. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 tau100.0Linux 5.4Linux 5.8Linux 5.9-rc770140210280350SE +/- 1.00, N = 3SE +/- 1.86, N = 33303303331. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Linux 5.4Linux 5.8Linux 5.9-rc760120180240300Min: 329 / Avg: 330 / Max: 332Min: 329 / Avg: 332.67 / Max: 3351. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

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 ProteinLinux 5.4Linux 5.8Linux 5.9-rc70.59851.1971.79552.3942.9925SE +/- 0.002, N = 3SE +/- 0.015, N = 3SE +/- 0.013, N = 32.6602.6532.6411. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 2.66 / Avg: 2.66 / Max: 2.66Min: 2.62 / Avg: 2.65 / Max: 2.67Min: 2.63 / Avg: 2.64 / Max: 2.671. (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: DefaultLinux 5.4Linux 5.8Linux 5.9-rc70.41380.82761.24141.65522.069SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 31.8331.8351.8391. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 1.83 / Avg: 1.83 / Max: 1.84Min: 1.83 / Avg: 1.83 / Max: 1.84Min: 1.83 / Avg: 1.84 / Max: 1.851. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.4Linux 5.8Linux 5.9-rc70.63141.26281.89422.52563.157SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 32.8062.8022.8021. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.4Linux 5.8Linux 5.9-rc7246810Min: 2.8 / Avg: 2.81 / Max: 2.81Min: 2.8 / Avg: 2.8 / Max: 2.8Min: 2.8 / Avg: 2.8 / Max: 2.81. (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, LosslessLinux 5.4Linux 5.8Linux 5.9-rc7510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 319.5019.5319.521. (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, LosslessLinux 5.4Linux 5.8Linux 5.9-rc7510152025Min: 19.47 / Avg: 19.5 / Max: 19.53Min: 19.49 / Avg: 19.53 / Max: 19.59Min: 19.44 / Avg: 19.52 / Max: 19.581. (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 CompressionLinux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.009, N = 3SE +/- 0.006, N = 3SE +/- 0.005, N = 38.5008.4998.4981. (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 CompressionLinux 5.4Linux 5.8Linux 5.9-rc73691215Min: 8.48 / Avg: 8.5 / Max: 8.51Min: 8.49 / Avg: 8.5 / Max: 8.51Min: 8.49 / Avg: 8.5 / Max: 8.511. (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 CompressionLinux 5.4Linux 5.8Linux 5.9-rc71122334455SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 348.2347.8347.841. (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 CompressionLinux 5.4Linux 5.8Linux 5.9-rc71020304050Min: 48.19 / Avg: 48.23 / Max: 48.27Min: 47.75 / Avg: 47.83 / Max: 47.95Min: 47.82 / Avg: 47.84 / Max: 47.871. (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 2Linux 5.4Linux 5.8Linux 5.9-rc78M16M24M32M40MSE +/- 462266.86, N = 5SE +/- 44493.94, N = 3SE +/- 19385.26, N = 336897223.137546757.037573969.3
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.4Linux 5.8Linux 5.9-rc77M14M21M28M35MMin: 35173499.9 / Avg: 36897223.14 / Max: 37913489.6Min: 37476897.7 / Avg: 37546757.03 / Max: 37629424.4Min: 37554176.3 / Avg: 37573969.27 / Max: 37612736.9

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: 3Linux 5.4Linux 5.8Linux 5.9-rc7400800120016002000SE +/- 18.45, N = 9SE +/- 14.99, N = 3SE +/- 1.44, N = 31861.71896.41908.21. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.4Linux 5.8Linux 5.9-rc730060090012001500Min: 1751.6 / Avg: 1861.68 / Max: 1918.9Min: 1867 / Avg: 1896.43 / Max: 1916.1Min: 1906 / Avg: 1908.17 / Max: 1910.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.4Linux 5.8Linux 5.9-rc748121620SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 316.316.316.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.4Linux 5.8Linux 5.9-rc748121620Min: 16.3 / Avg: 16.3 / Max: 16.3Min: 16.2 / Avg: 16.3 / Max: 16.4Min: 16.1 / Avg: 16.13 / Max: 16.21. (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 BenchmarkLinux 5.4Linux 5.8Linux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 323.4423.7123.731. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.4Linux 5.8Linux 5.9-rc7612182430Min: 23.42 / Avg: 23.44 / Max: 23.46Min: 23.69 / Avg: 23.71 / Max: 23.72Min: 23.71 / Avg: 23.73 / Max: 23.741. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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-PassLinux 5.4Linux 5.8Linux 5.9-rc70.360.721.081.441.8SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.601.601.601. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 1.6 / Avg: 1.6 / Max: 1.61Min: 1.59 / Avg: 1.6 / Max: 1.6Min: 1.6 / Avg: 1.6 / Max: 1.611. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 312.6512.5512.801. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.4Linux 5.8Linux 5.9-rc748121620Min: 12.5 / Avg: 12.65 / Max: 12.8Min: 12.41 / Avg: 12.55 / Max: 12.68Min: 12.79 / Avg: 12.8 / Max: 12.811. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.4Linux 5.8Linux 5.9-rc70.5761.1521.7282.3042.88SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.542.562.561. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 2.53 / Avg: 2.54 / Max: 2.54Min: 2.55 / Avg: 2.56 / Max: 2.56Min: 2.56 / Avg: 2.56 / Max: 2.561. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.4Linux 5.8Linux 5.9-rc7714212835SE +/- 0.09, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 331.6331.3331.601. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.4Linux 5.8Linux 5.9-rc7714212835Min: 31.46 / Avg: 31.63 / Max: 31.78Min: 30.7 / Avg: 31.33 / Max: 31.78Min: 31.42 / Avg: 31.6 / Max: 31.711. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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: 0Linux 5.4Linux 5.8Linux 5.9-rc750100150200250SE +/- 0.38, N = 3SE +/- 1.57, N = 3SE +/- 0.43, N = 3228.17229.20227.251. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Linux 5.4Linux 5.8Linux 5.9-rc74080120160200Min: 227.67 / Avg: 228.17 / Max: 228.91Min: 227.29 / Avg: 229.2 / Max: 232.31Min: 226.39 / Avg: 227.25 / Max: 227.771. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Linux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 0.19, N = 3SE +/- 0.66, N = 3SE +/- 0.02, N = 3136.06135.02136.081. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Linux 5.4Linux 5.8Linux 5.9-rc7306090120150Min: 135.79 / Avg: 136.06 / Max: 136.42Min: 133.93 / Avg: 135.02 / Max: 136.22Min: 136.05 / Avg: 136.08 / Max: 136.11. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 39.4489.4509.4841. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 9.45 / Avg: 9.45 / Max: 9.45Min: 9.44 / Avg: 9.45 / Max: 9.46Min: 9.48 / Avg: 9.48 / Max: 9.491. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.058, N = 3SE +/- 0.015, N = 3SE +/- 0.006, N = 38.6458.6168.6261. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 8.59 / Avg: 8.64 / Max: 8.76Min: 8.59 / Avg: 8.62 / Max: 8.64Min: 8.62 / Avg: 8.63 / Max: 8.641. (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 CompileLinux 5.4Linux 5.8Linux 5.9-rc7918273645SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 338.4038.8439.51
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc7816243240Min: 38.33 / Avg: 38.4 / Max: 38.53Min: 38.79 / Avg: 38.84 / Max: 38.88Min: 39.45 / Avg: 39.51 / Max: 39.56

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 CompileLinux 5.4Linux 5.8Linux 5.9-rc74080120160200SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3200.14200.44202.93
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc74080120160200Min: 200.01 / Avg: 200.14 / Max: 200.37Min: 200.13 / Avg: 200.44 / Max: 200.7Min: 202.33 / Avg: 202.93 / Max: 203.39

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 CompileLinux 5.4Linux 5.8Linux 5.9-rc760120180240300SE +/- 0.52, N = 3SE +/- 0.31, N = 3SE +/- 0.57, N = 3261.20261.78266.53
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc750100150200250Min: 260.67 / Avg: 261.2 / Max: 262.24Min: 261.28 / Avg: 261.78 / Max: 262.34Min: 265.89 / Avg: 266.53 / Max: 267.66

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 CompileLinux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3140.01139.16141.05
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc7306090120150Min: 139.84 / Avg: 140.01 / Max: 140.26Min: 139.09 / Avg: 139.16 / Max: 139.21Min: 140.73 / Avg: 141.05 / Max: 141.26

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 0.12Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc770140210280350SE +/- 0.99, N = 3SE +/- 1.06, N = 3SE +/- 1.13, N = 3324.32320.55320.11
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To CompileLinux 5.4Linux 5.8Linux 5.9-rc760120180240300Min: 322.37 / Avg: 324.32 / Max: 325.56Min: 319.44 / Avg: 320.55 / Max: 322.67Min: 318.02 / Avg: 320.11 / Max: 321.9

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 SynthesisLinux 5.4Linux 5.8Linux 5.9-rc7816243240SE +/- 0.25, N = 4SE +/- 0.11, N = 4SE +/- 0.10, N = 435.9336.4436.101. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.4Linux 5.8Linux 5.9-rc7816243240Min: 35.26 / Avg: 35.93 / Max: 36.34Min: 36.22 / Avg: 36.43 / Max: 36.68Min: 35.89 / Avg: 36.1 / Max: 36.291. (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 2020-06-28Linux 5.4Linux 5.8Linux 5.9-rc7612182430SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 325.5525.6425.621. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.4Linux 5.8Linux 5.9-rc7612182430Min: 25.26 / Avg: 25.54 / Max: 25.7Min: 25.3 / Avg: 25.64 / Max: 25.89Min: 25.45 / Avg: 25.62 / Max: 25.721. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 DecompressionLinux 5.4Linux 5.8Linux 5.9-rc70.75761.51522.27283.03043.788SE +/- 0.036, N = 13SE +/- 0.042, N = 14SE +/- 0.039, N = 143.3593.3673.364
OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 3.32 / Avg: 3.36 / Max: 3.79Min: 3.32 / Avg: 3.37 / Max: 3.91Min: 3.32 / Avg: 3.36 / Max: 3.87

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Linux 5.4Linux 5.8Linux 5.9-rc750100150200250SE +/- 0.57, N = 3SE +/- 1.75, N = 3SE +/- 0.21, N = 3212.99181.36182.381. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Linux 5.4Linux 5.8Linux 5.9-rc74080120160200Min: 212.08 / Avg: 212.99 / Max: 214.03Min: 179.03 / Avg: 181.36 / Max: 184.79Min: 181.96 / Avg: 182.38 / Max: 182.611. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

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 BenchmarkLinux 5.4Linux 5.8Linux 5.9-rc70.07970.15940.23910.31880.3985SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 30.3470.3510.3541. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.4Linux 5.8Linux 5.9-rc712345Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.35 / Avg: 0.35 / Max: 0.361. (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: SqueezeNetLinux 5.4Linux 5.8Linux 5.9-rc7120K240K360K480K600KSE +/- 486.24, N = 3SE +/- 18.77, N = 3SE +/- 62.64, N = 3542297541893541857
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.4Linux 5.8Linux 5.9-rc790K180K270K360K450KMin: 541796 / Avg: 542296.67 / Max: 543269Min: 541858 / Avg: 541893.33 / Max: 541922Min: 541769 / Avg: 541856.67 / Max: 541978

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.4Linux 5.8Linux 5.9-rc72M4M6M8M10MSE +/- 158.57, N = 3SE +/- 762.17, N = 3SE +/- 283.86, N = 3780698378087607808023
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.4Linux 5.8Linux 5.9-rc71.4M2.8M4.2M5.6M7MMin: 7806760 / Avg: 7806983.33 / Max: 7807290Min: 7807340 / Avg: 7808760 / Max: 7809950Min: 7807510 / Avg: 7808023.33 / Max: 7808490

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.4Linux 5.8Linux 5.9-rc780K160K240K320K400KSE +/- 61.39, N = 3SE +/- 68.79, N = 3SE +/- 102.49, N = 3382705382741383013
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.4Linux 5.8Linux 5.9-rc770K140K210K280K350KMin: 382610 / Avg: 382705.33 / Max: 382820Min: 382608 / Avg: 382741 / Max: 382838Min: 382834 / Avg: 383013 / Max: 383189

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.4Linux 5.8Linux 5.9-rc780K160K240K320K400KSE +/- 14.11, N = 3SE +/- 94.44, N = 3SE +/- 1.20, N = 3365280365341365346
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.4Linux 5.8Linux 5.9-rc760K120K180K240K300KMin: 365259 / Avg: 365280.33 / Max: 365307Min: 365197 / Avg: 365341.33 / Max: 365519Min: 365344 / Avg: 365346.33 / Max: 365348

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.4Linux 5.8Linux 5.9-rc780K160K240K320K400KSE +/- 19.70, N = 3SE +/- 28.05, N = 3SE +/- 37.60, N = 3370694370734370713
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.4Linux 5.8Linux 5.9-rc760K120K180K240K300KMin: 370672 / Avg: 370693.67 / Max: 370733Min: 370679 / Avg: 370734.33 / Max: 370770Min: 370650 / Avg: 370712.67 / Max: 370780

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.4Linux 5.8Linux 5.9-rc71.5M3M4.5M6M7.5MSE +/- 501.74, N = 3SE +/- 351.77, N = 3SE +/- 655.75, N = 3706441370654637066407
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.4Linux 5.8Linux 5.9-rc71.2M2.4M3.6M4.8M6MMin: 7063500 / Avg: 7064413.33 / Max: 7065230Min: 7064760 / Avg: 7065463.33 / Max: 7065830Min: 7065150 / Avg: 7066406.67 / Max: 7067360

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: FastLinux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 39.719.709.711. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastLinux 5.4Linux 5.8Linux 5.9-rc73691215Min: 9.65 / Avg: 9.71 / Max: 9.78Min: 9.67 / Avg: 9.7 / Max: 9.73Min: 9.6 / Avg: 9.71 / Max: 9.781. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumLinux 5.4Linux 5.8Linux 5.9-rc748121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 314.9214.9114.911. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumLinux 5.4Linux 5.8Linux 5.9-rc748121620Min: 14.9 / Avg: 14.92 / Max: 14.93Min: 14.9 / Avg: 14.91 / Max: 14.92Min: 14.87 / Avg: 14.91 / Max: 14.941. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.4Linux 5.8Linux 5.9-rc720406080100SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.24, N = 399.7999.8899.611. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.4Linux 5.8Linux 5.9-rc720406080100Min: 99.77 / Avg: 99.79 / Max: 99.8Min: 99.87 / Avg: 99.88 / Max: 99.89Min: 99.14 / Avg: 99.61 / Max: 99.871. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.4Linux 5.8Linux 5.9-rc72004006008001000SE +/- 0.56, N = 3SE +/- 0.39, N = 3SE +/- 0.23, N = 3797.18798.06797.971. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.4Linux 5.8Linux 5.9-rc7140280420560700Min: 796.07 / Avg: 797.18 / Max: 797.88Min: 797.27 / Avg: 798.06 / Max: 798.47Min: 797.56 / Avg: 797.97 / Max: 798.341. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

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 TimesLinux 5.4Linux 5.8Linux 5.9-rc720406080100SE +/- 1.33, N = 3SE +/- 1.36, N = 3SE +/- 0.57, N = 399.50102.21100.361. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesLinux 5.4Linux 5.8Linux 5.9-rc720406080100Min: 97.16 / Avg: 99.5 / Max: 101.75Min: 99.89 / Avg: 102.21 / Max: 104.6Min: 99.54 / Avg: 100.36 / Max: 101.461. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesLinux 5.4Linux 5.8Linux 5.9-rc7510152025SE +/- 0.02, N = 3SE +/- 0.35, N = 3SE +/- 0.04, N = 322.5822.9422.641. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesLinux 5.4Linux 5.8Linux 5.9-rc7510152025Min: 22.55 / Avg: 22.58 / Max: 22.62Min: 22.57 / Avg: 22.94 / Max: 23.64Min: 22.6 / Avg: 22.64 / Max: 22.721. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesLinux 5.4Linux 5.8Linux 5.9-rc71632486480SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 373.1672.9773.021. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesLinux 5.4Linux 5.8Linux 5.9-rc71428425670Min: 73.1 / Avg: 73.16 / Max: 73.26Min: 72.92 / Avg: 72.97 / Max: 73.03Min: 72.94 / Avg: 73.01 / Max: 73.081. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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 9.6.0+dfsgProcessing 60 Page PDF DocumentLinux 5.4Linux 5.8Linux 5.9-rc71530456075SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 366.0166.2466.13
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentLinux 5.4Linux 5.8Linux 5.9-rc71326395265Min: 65.79 / Avg: 66.01 / Max: 66.4Min: 66.04 / Avg: 66.24 / Max: 66.42Min: 65.91 / Avg: 66.13 / Max: 66.44

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 TimeLinux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3122.43123.01123.001. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeLinux 5.4Linux 5.8Linux 5.9-rc720406080100Min: 122.37 / Avg: 122.43 / Max: 122.47Min: 122.94 / Avg: 123.01 / Max: 123.06Min: 122.89 / Avg: 123 / Max: 123.091. 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 PNGLinux 5.4Linux 5.8Linux 5.9-rc7612182430SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 325.3926.3826.041. rsvg-convert version 2.48.2
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGLinux 5.4Linux 5.8Linux 5.9-rc7612182430Min: 25.16 / Avg: 25.39 / Max: 25.65Min: 26.31 / Avg: 26.38 / Max: 26.47Min: 25.94 / Avg: 26.04 / Max: 26.191. rsvg-convert version 2.48.2

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: 100Linux 5.4Linux 5.8Linux 5.9-rc79K18K27K36K45KSE +/- 233.54, N = 3SE +/- 3.84, N = 3SE +/- 9.24, N = 34020640011400831. (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: 100Linux 5.4Linux 5.8Linux 5.9-rc77K14K21K28K35KMin: 39802 / Avg: 40205.67 / Max: 40611Min: 40005 / Avg: 40010.67 / Max: 40018Min: 40067 / Avg: 40083.33 / Max: 400991. (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: 200Linux 5.4Linux 5.8Linux 5.9-rc720K40K60K80K100KSE +/- 1405.29, N = 3SE +/- 34.14, N = 3SE +/- 81.67, N = 38210079933798191. (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: 200Linux 5.4Linux 5.8Linux 5.9-rc714K28K42K56K70KMin: 79956 / Avg: 82100.33 / Max: 84746Min: 79876 / Avg: 79932.67 / Max: 79994Min: 79656 / Avg: 79819.33 / Max: 799031. (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: 100Linux 5.4Linux 5.8Linux 5.9-rc720K40K60K80K100KSE +/- 41.83, N = 3SE +/- 37.86, N = 3SE +/- 70.46, N = 39078190649906501. (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: 100Linux 5.4Linux 5.8Linux 5.9-rc716K32K48K64K80KMin: 90714 / Avg: 90781.33 / Max: 90858Min: 90599 / Avg: 90648.67 / Max: 90723Min: 90518 / Avg: 90649.67 / Max: 907591. (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: 200Linux 5.4Linux 5.8Linux 5.9-rc740K80K120K160K200KSE +/- 122.11, N = 3SE +/- 116.03, N = 3SE +/- 829.32, N = 31814671813191819241. (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: 200Linux 5.4Linux 5.8Linux 5.9-rc730K60K90K120K150KMin: 181268 / Avg: 181466.67 / Max: 181689Min: 181182 / Avg: 181319.33 / Max: 181550Min: 180735 / Avg: 181924 / Max: 1835201. (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: SqueezeNetV1.0Linux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.148, N = 3SE +/- 0.013, N = 3SE +/- 0.031, N = 38.7968.7258.708MIN: 8.61 / MAX: 22.13MIN: 8.63 / MAX: 36.07MIN: 8.64 / MAX: 36.591. (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: SqueezeNetV1.0Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 8.64 / Avg: 8.8 / Max: 9.09Min: 8.7 / Avg: 8.72 / Max: 8.74Min: 8.66 / Avg: 8.71 / Max: 8.771. (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-v2-50Linux 5.4Linux 5.8Linux 5.9-rc7918273645SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.45, N = 339.1139.5839.80MIN: 38.87 / MAX: 51.86MIN: 39.22 / MAX: 52.34MIN: 39.21 / MAX: 51.871. (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-v2-50Linux 5.4Linux 5.8Linux 5.9-rc7816243240Min: 38.98 / Avg: 39.11 / Max: 39.31Min: 39.31 / Avg: 39.58 / Max: 39.99Min: 39.33 / Avg: 39.8 / Max: 40.691. (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_224Linux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.094, N = 3SE +/- 0.106, N = 3SE +/- 0.063, N = 35.7976.3176.365MIN: 5.58 / MAX: 7.05MIN: 6.15 / MAX: 7.32MIN: 6.19 / MAX: 8.141. (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_224Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 5.61 / Avg: 5.8 / Max: 5.93Min: 6.19 / Avg: 6.32 / Max: 6.53Min: 6.24 / Avg: 6.37 / Max: 6.441. (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-v1-1.0Linux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.008, N = 3SE +/- 0.173, N = 3SE +/- 0.163, N = 36.7457.2027.217MIN: 6.66 / MAX: 34.95MIN: 6.96 / MAX: 8.67MIN: 7.01 / MAX: 8.311. (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-v1-1.0Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 6.73 / Avg: 6.75 / Max: 6.76Min: 7 / Avg: 7.2 / Max: 7.55Min: 7.05 / Avg: 7.22 / Max: 7.541. (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-v3Linux 5.4Linux 5.8Linux 5.9-rc71122334455SE +/- 0.45, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 350.1149.7249.80MIN: 49.48 / MAX: 120.79MIN: 49.54 / MAX: 61.31MIN: 49.62 / MAX: 61.371. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Linux 5.4Linux 5.8Linux 5.9-rc71020304050Min: 49.64 / Avg: 50.11 / Max: 51.02Min: 49.66 / Avg: 49.72 / Max: 49.82Min: 49.72 / Avg: 49.8 / Max: 49.861. (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: squeezenetLinux 5.4Linux 5.8Linux 5.9-rc7714212835SE +/- 0.25, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 330.3730.2630.16MIN: 30.02 / MAX: 32.03MIN: 30.1 / MAX: 43.26MIN: 29.93 / MAX: 42.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.4Linux 5.8Linux 5.9-rc7714212835Min: 30.1 / Avg: 30.37 / Max: 30.87Min: 30.18 / Avg: 30.26 / Max: 30.36Min: 30.04 / Avg: 30.16 / Max: 30.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.4Linux 5.8Linux 5.9-rc7816243240SE +/- 0.41, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 336.7436.3636.36MIN: 36.22 / MAX: 39.24MIN: 36.16 / MAX: 37.05MIN: 36.23 / MAX: 39.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.4Linux 5.8Linux 5.9-rc7816243240Min: 36.32 / Avg: 36.74 / Max: 37.56Min: 36.3 / Avg: 36.36 / Max: 36.4Min: 36.32 / Avg: 36.36 / Max: 36.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.31, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 39.659.279.27MIN: 9.2 / MAX: 11.96MIN: 9.16 / MAX: 10.72MIN: 9.16 / MAX: 10.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 9.28 / Avg: 9.65 / Max: 10.27Min: 9.26 / Avg: 9.27 / Max: 9.29Min: 9.23 / Avg: 9.27 / Max: 9.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.14, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 38.428.178.12MIN: 8.1 / MAX: 11.07MIN: 8.08 / MAX: 10.84MIN: 8.02 / MAX: 11.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.4Linux 5.8Linux 5.9-rc73691215Min: 8.15 / Avg: 8.42 / Max: 8.58Min: 8.17 / Avg: 8.17 / Max: 8.17Min: 8.09 / Avg: 8.12 / Max: 8.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.4Linux 5.8Linux 5.9-rc71.16332.32663.48994.65325.8165SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 35.175.125.14MIN: 5.11 / MAX: 7.09MIN: 5.09 / MAX: 5.2MIN: 5.09 / MAX: 5.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.4Linux 5.8Linux 5.9-rc7246810Min: 5.14 / Avg: 5.17 / Max: 5.18Min: 5.12 / Avg: 5.12 / Max: 5.13Min: 5.12 / Avg: 5.14 / Max: 5.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.4Linux 5.8Linux 5.9-rc7246810SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.747.717.75MIN: 7.66 / MAX: 8.49MIN: 7.66 / MAX: 7.88MIN: 7.7 / MAX: 8.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.4Linux 5.8Linux 5.9-rc73691215Min: 7.69 / Avg: 7.74 / Max: 7.79Min: 7.7 / Avg: 7.71 / Max: 7.71Min: 7.73 / Avg: 7.75 / Max: 7.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.4Linux 5.8Linux 5.9-rc73691215SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 313.2313.0713.06MIN: 13.01 / MAX: 13.73MIN: 12.98 / MAX: 25.67MIN: 13 / MAX: 25.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.4Linux 5.8Linux 5.9-rc748121620Min: 13.05 / Avg: 13.23 / Max: 13.53Min: 13.02 / Avg: 13.07 / Max: 13.13Min: 13.04 / Avg: 13.06 / Max: 13.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.4Linux 5.8Linux 5.9-rc70.41180.82361.23541.64722.059SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.821.831.82MIN: 1.8 / MAX: 2.49MIN: 1.8 / MAX: 1.97MIN: 1.8 / MAX: 1.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 1.82 / Avg: 1.82 / Max: 1.82Min: 1.82 / Avg: 1.83 / Max: 1.83Min: 1.82 / Avg: 1.82 / Max: 1.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.4Linux 5.8Linux 5.9-rc7714212835SE +/- 0.19, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 331.9231.8031.80MIN: 31.64 / MAX: 33.94MIN: 31.71 / MAX: 35.46MIN: 31.69 / MAX: 34.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.4Linux 5.8Linux 5.9-rc7714212835Min: 31.69 / Avg: 31.92 / Max: 32.3Min: 31.79 / Avg: 31.8 / Max: 31.81Min: 31.77 / Avg: 31.8 / Max: 31.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 0.69, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 3137.14138.82139.11MIN: 135.67 / MAX: 147.57MIN: 138.06 / MAX: 150.18MIN: 138.25 / MAX: 159.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.4Linux 5.8Linux 5.9-rc7306090120150Min: 136.12 / Avg: 137.14 / Max: 138.46Min: 138.36 / Avg: 138.82 / Max: 139.07Min: 138.75 / Avg: 139.11 / Max: 139.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.4Linux 5.8Linux 5.9-rc7816243240SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 335.0234.2534.22MIN: 34.08 / MAX: 47.09MIN: 34.03 / MAX: 56.61MIN: 34.07 / MAX: 46.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.4Linux 5.8Linux 5.9-rc7714212835Min: 34.23 / Avg: 35.02 / Max: 35.45Min: 34.12 / Avg: 34.25 / Max: 34.4Min: 34.15 / Avg: 34.22 / Max: 34.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.4Linux 5.8Linux 5.9-rc7714212835SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 331.1131.0431.03MIN: 30.98 / MAX: 33.65MIN: 30.92 / MAX: 40.62MIN: 30.89 / MAX: 41.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.4Linux 5.8Linux 5.9-rc7714212835Min: 31.08 / Avg: 31.11 / Max: 31.14Min: 31.01 / Avg: 31.04 / Max: 31.09Min: 30.99 / Avg: 31.03 / Max: 31.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.4Linux 5.8Linux 5.9-rc71428425670SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 361.7061.6361.58MIN: 61.52 / MAX: 74.66MIN: 61.43 / MAX: 77.24MIN: 61.3 / MAX: 74.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.4Linux 5.8Linux 5.9-rc71224364860Min: 61.67 / Avg: 61.7 / Max: 61.75Min: 61.54 / Avg: 61.63 / Max: 61.72Min: 61.47 / Avg: 61.58 / Max: 61.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.4Linux 5.8Linux 5.9-rc71326395265SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 356.7256.2256.15MIN: 56.03 / MAX: 59.11MIN: 55.82 / MAX: 66.4MIN: 55.69 / MAX: 58.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.4Linux 5.8Linux 5.9-rc71122334455Min: 56.3 / Avg: 56.72 / Max: 57.15Min: 56.08 / Avg: 56.22 / Max: 56.33Min: 56.02 / Avg: 56.15 / Max: 56.391. (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 v2Linux 5.4Linux 5.8Linux 5.9-rc770140210280350SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3301.98301.42301.56MIN: 300.58 / MAX: 305.13MIN: 300.05 / MAX: 303.61MIN: 300.35 / MAX: 303.371. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.4Linux 5.8Linux 5.9-rc750100150200250Min: 301.87 / Avg: 301.98 / Max: 302.05Min: 301.3 / Avg: 301.42 / Max: 301.5Min: 301.36 / Avg: 301.56 / Max: 301.771. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.4Linux 5.8Linux 5.9-rc760120180240300SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3289.15289.67289.29MIN: 288.59 / MAX: 291.17MIN: 289.21 / MAX: 290.54MIN: 288.85 / MAX: 290.361. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.4Linux 5.8Linux 5.9-rc750100150200250Min: 288.86 / Avg: 289.15 / Max: 289.51Min: 289.59 / Avg: 289.67 / Max: 289.73Min: 289.06 / Avg: 289.29 / Max: 289.611. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

ECP-CANDLE

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P1B2Linux 5.4Linux 5.8Linux 5.9-rc7122436486052.8053.4354.82

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B1Linux 5.4Linux 5.8Linux 5.9-rc74008001200160020001852.561858.721901.28

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: FLOATLinux 5.4Linux 5.8Linux 5.9-rc770M140M210M280M350MSE +/- 228563.41, N = 3SE +/- 237850.93, N = 3SE +/- 566232.92, N = 3348951782.87349059484.48348341359.201. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.4Linux 5.8Linux 5.9-rc760M120M180M240M300MMin: 348496568.88 / Avg: 348951782.87 / Max: 349215567.97Min: 348585026.29 / Avg: 349059484.47 / Max: 349326483.87Min: 347255016.85 / Avg: 348341359.2 / Max: 349161576.171. (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_icaLinux 5.4Linux 5.8Linux 5.9-rc71428425670SE +/- 0.24, N = 3SE +/- 0.20, N = 3SE +/- 0.31, N = 361.1560.8661.18
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.4Linux 5.8Linux 5.9-rc71224364860Min: 60.78 / Avg: 61.15 / Max: 61.61Min: 60.59 / Avg: 60.86 / Max: 61.25Min: 60.68 / Avg: 61.18 / Max: 61.76

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.4Linux 5.8Linux 5.9-rc7306090120150SE +/- 1.79, N = 12SE +/- 3.31, N = 12SE +/- 0.34, N = 3109.41113.74106.99
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.4Linux 5.8Linux 5.9-rc720406080100Min: 105.88 / Avg: 109.41 / Max: 128.73Min: 106.19 / Avg: 113.74 / Max: 146.16Min: 106.32 / Avg: 106.99 / Max: 107.4

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.4Linux 5.8Linux 5.9-rc7510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 322.6822.7122.71
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.4Linux 5.8Linux 5.9-rc7510152025Min: 22.65 / Avg: 22.68 / Max: 22.71Min: 22.7 / Avg: 22.71 / Max: 22.72Min: 22.69 / Avg: 22.71 / Max: 22.72

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.4Linux 5.8Linux 5.9-rc71.18352.3673.55054.7345.9175SE +/- 0.07, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 35.265.255.19
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.4Linux 5.8Linux 5.9-rc7246810Min: 5.16 / Avg: 5.26 / Max: 5.4Min: 5.13 / Avg: 5.25 / Max: 5.43Min: 5.14 / Avg: 5.19 / Max: 5.26

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 ImagesLinux 5.4Linux 5.8Linux 5.9-rc7714212835SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 327.6327.7227.69
OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesLinux 5.4Linux 5.8Linux 5.9-rc7612182430Min: 27.57 / Avg: 27.63 / Max: 27.73Min: 27.67 / Avg: 27.72 / Max: 27.78Min: 27.65 / Avg: 27.69 / Max: 27.77

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: 10000Linux 5.4Linux 5.8Linux 5.9-rc7200K400K600K800K1000KSE +/- 1689.07, N = 3SE +/- 2988.86, N = 3SE +/- 2080.41, N = 3831101.7803914.8804647.8
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.4Linux 5.8Linux 5.9-rc7140K280K420K560K700KMin: 828882.1 / Avg: 831101.67 / Max: 834416.9Min: 799691.9 / Avg: 803914.83 / Max: 809690.3Min: 800528.3 / Avg: 804647.83 / Max: 807213.9

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.4Linux 5.8Linux 5.9-rc7200K400K600K800K1000KSE +/- 6964.04, N = 3SE +/- 2709.23, N = 3SE +/- 2944.06, N = 3865757.8855257.5853799.3
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.4Linux 5.8Linux 5.9-rc7150K300K450K600K750KMin: 854551.7 / Avg: 865757.77 / Max: 878524Min: 850538.8 / Avg: 855257.53 / Max: 859923.4Min: 848212.2 / Avg: 853799.33 / Max: 858202.4


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