Xeon E3-1245 v5 Ubuntu Linux 5.4

Intel Xeon E3-1245 v5 testing with a MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS) and MSI Intel HD P530 3GB on Ubuntu 20.04 via the Phoronix Test Suite.

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  17 Hours, 38 Minutes
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Xeon E3-1245 v5 Ubuntu Linux 5.4ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionVulkanLinux 5.4Linux 5.8Linux 5.9 GitIntel Xeon E3-1245 v5 @ 3.90GHz (4 Cores / 8 Threads)MSI C236A WORKSTATION (MS-7998) v1.0 (2.90 BIOS)Intel Xeon E3-1200 v5/E3-150032GB120GB Samsung SSD 850MSI Intel HD P530 3GB (1150MHz)Realtek ALC1150LG Ultra HDIntel I219-VUbuntu 20.045.4.0-37-generic (x86_64)GNOME Shell 3.36.2X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.4GCC 9.3.0ext43840x21605.8.13-050813-generic (x86_64)1.2.1315.9.0-050900rc7daily20201003-generic (x86_64) 20201002GNOME Shell 3.36.4OpenBenchmarking.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++,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 Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xdcPython Details- Python 3.8.2Security Details- Linux 5.4: itlb_multihit: KVM: Mitigation of Split huge pages + 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: Mitigation of Clear buffers; SMT vulnerable - Linux 5.8: 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: Mitigation of Clear buffers; SMT vulnerable - Linux 5.9 Git: 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: Mitigation of Clear buffers; SMT vulnerable

Linux 5.4Linux 5.8Linux 5.9 GitLogarithmic Result OverviewPhoronix Test Suite 10.2.2RealSR-NCNNGLmark2Apache CouchDBLeelaChessZeroNCNNKeyDBCraftyInfluxDBDeepSpeechSystem GZIP DecompressionMlpack BenchmarkTimed GDB GNU Debugger CompilationeSpeak-NG Speech EngineVkFFTMontage Astronomical Image Mosaic EngineHuginBYTE Unix BenchmarkMobile Neural Networklibavif avifencRNNoiseTimed Apache CompilationTSCPXZ CompressiononeDNNTesseract OCRECP-CANDLETimed Linux Kernel CompilationGPAWDolfynRodiniaLAMMPS Molecular Dynamics SimulatorLibRawGROMACSMPVFFTETNNAOM AV1NAMDMonte Carlo Simulations of Ionised NebulaeASTC EncoderOCRMyPDFTimed MAFFT AlignmentZstd CompressionWebP Image EncodeKripkeAI Benchmark AlphaTimed HMMer SearchHierarchical INTegrationTensorFlow LiteCaffeIncompact3DBlenderTimed LLVM Compilation

Xeon E3-1245 v5 Ubuntu Linux 5.4realsr-ncnn: 4x - Novkfft: glmark2: 1920 x 1080glmark2: 3840 x 2160lczero: BLASlczero: Eigenrodinia: 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: 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 Benchmarkcrafty: Elapsed Timetscp: AI Chess Performanceonednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - f32 - CPUonednn: IP Batch 1D - u8s8f32 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUaom-av1: Speed 0 Two-Passaom-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-llvm: Time To Compilecompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9deepspeech: CPUespeak: Text-To-Speech Synthesismontage: Mosaic of M17, K band, 1.5 deg x 1.5 degrnnoise: system-decompress-gzip: mpv: Big Buck Bunny Sunflower 4K - Software Onlympv: Big Buck Bunny Sunflower 1080p - Software Onlycouchdb: 100 - 1000 - 24keydb: gromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivehugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentcaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200gpaw: Carbon Nanotubemnn: 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-tinyncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1blender: BMW27 - CPU-Onlyblender: Fishy Cat - CPU-Onlyecp-candle: P1B2ecp-candle: P3B1ecp-candle: P3B2hint: FLOATai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scoremlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressiontesseract-ocr: Time To OCR 7 Imageskripke: influxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000Linux 5.4Linux 5.8Linux 5.9 Git17.2411141543135797717570.414118.303254.67547.39328.7343.8743321.42520328.495177544125.430750.91762312.2683052.7461.7412.72819.3618.14847.46638538549.12386.020.527.66754732011412778.17233111.1153.7799649.860919.94269.2583714.365118.752910.39477.41923569.397285.9615.157487.165750.221.8814.993.0035.82182.456108.0578.1997.60032.732159.604199.6351493.22250.73578.5133133.93389.55927.8703.28232.10139.45175.791393603.000.504499694720416736694733941234899965174209.0211.1472.26578.1773.46355.53866942133823164645328888598.32010.25556.1645.6017.74862.30824.8828.947.796.534.676.6610.512.1723.0889.3523.0922.5646.5039.4852.1346.4314.7216.3210.1115.1130.862.6342.16214.2136.8057.9487.1189.34366.297344.444382.67532.4946.1281212.787590.047381569301.12653664733139771.1088.3527.864.2927.44717835730870964.9990095.1996459.9283.5001161502119678701568.094118.459256.91647.67128.7303.8862421.47620258.596219821125.495754.29390412.2913042.7581.7502.74219.3338.18447.26038513841.42389.320.427.65746929811346938.37706114.2363.9017750.971219.88629.7357915.145018.828510.30747.42274548.044270.6655.049807.198670.221.8714.992.9935.57182.788108.4038.2577.63932.712157.323199.7891490.32750.61880.6095534.25790.69728.1303.33932.22139.88157.303381234.650.504499845720427336691433937234897665181379.1211.1472.32578.3074.05655.39367067133870165139330435597.09310.37356.9345.6387.78862.93124.7628.857.826.534.666.6110.442.1423.0388.9523.1122.1246.4539.3643.8038.5912.691410.061326.022.3535.48206.4831.3451.3075.2579.45366.393346.500382.25531.9145.5751226.039598.284381270686.12418663733139668.1384.7628.124.2427.63917866357814462.2984645.3993437.4283.4621161552137779719566.532118.977258.77247.63128.7033.8870321.53720335.309333098125.660754.26938912.2913042.7581.7492.75619.2148.16147.19038169338.82389.020.427.55730225611314308.40703110.7163.8471650.244719.88229.8278614.715018.793510.18507.40944558.863260.9645.044927.202030.221.8814.992.9935.65183.225108.9568.3167.67833.008160.636200.9481493.85051.02680.0474934.58891.03328.0883.35532.28139.75161.474377603.400.502499825720290736707833943434943865187939.0711.1572.37578.2274.65055.50966888133774165181330664602.79010.39657.0445.6057.80062.56124.8428.847.786.524.666.6210.452.1523.0788.8223.0522.4146.4639.4543.8038.1712.6813.9911.091326.022.2935.47205.1531.3649.7875.2779.33366.631346.140381.93532.1845.9761229.33592.267381134357.52245665733139870.0686.1227.874.3327.56717848217805704.5982092.1994952.9OpenBenchmarking.org

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.4Linux 5.9 GitLinux 5.860120180240300SE +/- 0.24, N = 4SE +/- 0.02, N = 3SE +/- 0.08, N = 317.24283.46283.50
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.4Linux 5.9 GitLinux 5.850100150200250Min: 16.89 / Avg: 17.24 / Max: 17.97Min: 283.43 / Avg: 283.46 / Max: 283.5Min: 283.38 / Avg: 283.5 / Max: 283.65

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29Linux 5.9 GitLinux 5.8Linux 5.42004006008001000SE +/- 0.67, N = 3116111611141
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29Linux 5.9 GitLinux 5.8Linux 5.42004006008001000Min: 1140 / Avg: 1141.33 / Max: 1142

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 1080Linux 5.9 GitLinux 5.4Linux 5.8120240360480600552543502

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160Linux 5.9 GitLinux 5.4Linux 5.8306090120150137135119

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 5.9 GitLinux 5.82004006008001000SE +/- 0.67, N = 3SE +/- 2.33, N = 3SE +/- 9.24, N = 37977796781. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.4Linux 5.9 GitLinux 5.8140280420560700Min: 796 / Avg: 796.67 / Max: 798Min: 777 / Avg: 779.33 / Max: 784Min: 662 / Avg: 678.33 / Max: 6941. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.9 GitLinux 5.4Linux 5.8160320480640800SE +/- 3.28, N = 3SE +/- 5.46, N = 3SE +/- 10.51, N = 97197177011. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.9 GitLinux 5.4Linux 5.8130260390520650Min: 713 / Avg: 719.33 / Max: 724Min: 706 / Avg: 716.67 / Max: 724Min: 622 / Avg: 700.56 / Max: 7251. (CXX) g++ options: -flto -pthread

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 LavaMDLinux 5.9 GitLinux 5.8Linux 5.4120240360480600SE +/- 0.14, N = 3SE +/- 1.01, N = 3SE +/- 2.84, N = 3566.53568.09570.411. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDLinux 5.9 GitLinux 5.8Linux 5.4100200300400500Min: 566.27 / Avg: 566.53 / Max: 566.74Min: 566.78 / Avg: 568.09 / Max: 570.08Min: 567.47 / Avg: 570.41 / Max: 576.11. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DLinux 5.4Linux 5.8Linux 5.9 Git306090120150SE +/- 0.05, N = 3SE +/- 0.30, N = 3SE +/- 0.30, N = 3118.30118.46118.981. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DLinux 5.4Linux 5.8Linux 5.9 Git20406080100Min: 118.25 / Avg: 118.3 / Max: 118.4Min: 117.99 / Avg: 118.46 / Max: 119.03Min: 118.39 / Avg: 118.98 / Max: 119.331. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteLinux 5.4Linux 5.8Linux 5.9 Git60120180240300SE +/- 0.36, N = 3SE +/- 0.33, N = 3SE +/- 1.15, N = 3254.68256.92258.771. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteLinux 5.4Linux 5.8Linux 5.9 Git50100150200250Min: 254.02 / Avg: 254.68 / Max: 255.27Min: 256.26 / Avg: 256.92 / Max: 257.3Min: 257.5 / Avg: 258.77 / Max: 261.071. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverLinux 5.4Linux 5.9 GitLinux 5.81122334455SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 347.3947.6347.671. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverLinux 5.4Linux 5.9 GitLinux 5.81020304050Min: 47.34 / Avg: 47.39 / Max: 47.5Min: 47.62 / Avg: 47.63 / Max: 47.65Min: 47.56 / Avg: 47.67 / Max: 47.731. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterLinux 5.9 GitLinux 5.8Linux 5.4714212835SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 328.7028.7328.731. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterLinux 5.9 GitLinux 5.8Linux 5.4612182430Min: 28.63 / Avg: 28.7 / Max: 28.76Min: 28.66 / Avg: 28.73 / Max: 28.79Min: 28.69 / Avg: 28.73 / Max: 28.781. (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 AtomsLinux 5.4Linux 5.8Linux 5.9 Git0.87461.74922.62383.49844.373SE +/- 0.00123, N = 3SE +/- 0.00476, N = 3SE +/- 0.00417, N = 33.874333.886243.88703
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4Linux 5.8Linux 5.9 Git246810Min: 3.87 / Avg: 3.87 / Max: 3.88Min: 3.88 / Avg: 3.89 / Max: 3.9Min: 3.88 / Avg: 3.89 / Max: 3.89

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 Git510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 321.4321.4821.54
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.4Linux 5.8Linux 5.9 Git510152025Min: 21.37 / Avg: 21.43 / Max: 21.46Min: 21.41 / Avg: 21.48 / Max: 21.51Min: 21.49 / Avg: 21.54 / Max: 21.56

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 5.9 GitLinux 5.4Linux 5.84K8K12K16K20KSE +/- 64.79, N = 3SE +/- 95.32, N = 3SE +/- 59.99, N = 320335.3120328.5020258.601. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.9 GitLinux 5.4Linux 5.84K8K12K16K20KMin: 20212.18 / Avg: 20335.31 / Max: 20431.83Min: 20196.6 / Avg: 20328.5 / Max: 20513.66Min: 20176.64 / Avg: 20258.6 / Max: 20375.471. (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 Git306090120150SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3125.43125.50125.661. (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 Git20406080100Min: 125.41 / Avg: 125.43 / Max: 125.45Min: 125.37 / Avg: 125.5 / Max: 125.58Min: 125.59 / Avg: 125.66 / Max: 125.791. (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 5.9 GitLinux 5.8160320480640800SE +/- 1.52, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3750.92754.27754.291. (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 5.9 GitLinux 5.8130260390520650Min: 748.99 / Avg: 750.92 / Max: 753.93Min: 753.82 / Avg: 754.27 / Max: 754.78Min: 754.08 / Avg: 754.29 / Max: 754.421. (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 Git3691215SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 312.2712.2912.291. (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 Git48121620Min: 12.15 / Avg: 12.27 / Max: 12.33Min: 12.2 / Avg: 12.29 / Max: 12.47Min: 12.06 / Avg: 12.29 / Max: 12.551. (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 5.9 GitLinux 5.8Linux 5.470140210280350SE +/- 0.58, N = 3SE +/- 0.67, N = 33043043051. (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 5.9 GitLinux 5.8Linux 5.450100150200250Min: 303 / Avg: 304 / Max: 305Min: 304 / Avg: 304.67 / Max: 3061. (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 5.9 GitLinux 5.8Linux 5.40.62061.24121.86182.48243.103SE +/- 0.007, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 32.7582.7582.7461. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinLinux 5.9 GitLinux 5.8Linux 5.4246810Min: 2.75 / Avg: 2.76 / Max: 2.77Min: 2.75 / Avg: 2.76 / Max: 2.77Min: 2.74 / Avg: 2.75 / Max: 2.761. (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 5.9 GitLinux 5.80.39380.78761.18141.57521.969SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 31.7411.7491.7501. (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 5.9 GitLinux 5.8246810Min: 1.74 / Avg: 1.74 / Max: 1.74Min: 1.75 / Avg: 1.75 / Max: 1.75Min: 1.75 / Avg: 1.75 / Max: 1.751. (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 Git0.62011.24021.86032.48043.1005SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 32.7282.7422.7561. (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 Git246810Min: 2.73 / Avg: 2.73 / Max: 2.73Min: 2.74 / Avg: 2.74 / Max: 2.75Min: 2.75 / Avg: 2.76 / Max: 2.771. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.9 GitLinux 5.8Linux 5.4510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 319.2119.3319.361. (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 5.9 GitLinux 5.8Linux 5.4510152025Min: 19.18 / Avg: 19.21 / Max: 19.23Min: 19.31 / Avg: 19.33 / Max: 19.36Min: 19.3 / Avg: 19.36 / Max: 19.41. (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 5.9 GitLinux 5.8246810SE +/- 0.009, N = 3SE +/- 0.015, N = 3SE +/- 0.009, N = 38.1488.1618.1841. (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 5.9 GitLinux 5.83691215Min: 8.14 / Avg: 8.15 / Max: 8.17Min: 8.13 / Avg: 8.16 / Max: 8.18Min: 8.17 / Avg: 8.18 / Max: 8.21. (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 5.9 GitLinux 5.8Linux 5.41122334455SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 347.1947.2647.471. (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 5.9 GitLinux 5.8Linux 5.41020304050Min: 47.03 / Avg: 47.19 / Max: 47.35Min: 47.18 / Avg: 47.26 / Max: 47.31Min: 47.2 / Avg: 47.47 / Max: 47.691. (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 Git8M16M24M32M40MSE +/- 54862.86, N = 3SE +/- 6470.73, N = 3SE +/- 156718.13, N = 338538549.138513841.438169338.8
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.4Linux 5.8Linux 5.9 Git7M14M21M28M35MMin: 38435069.4 / Avg: 38538549.07 / Max: 38621892.2Min: 38501253.6 / Avg: 38513841.37 / Max: 38522737.6Min: 37860344.2 / Avg: 38169338.83 / Max: 38369371.3

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 5.8Linux 5.9 GitLinux 5.45001000150020002500SE +/- 1.97, N = 3SE +/- 1.34, N = 3SE +/- 6.19, N = 32389.32389.02386.01. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.8Linux 5.9 GitLinux 5.4400800120016002000Min: 2386.1 / Avg: 2389.33 / Max: 2392.9Min: 2386.5 / Avg: 2388.97 / Max: 2391.1Min: 2373.9 / Avg: 2386.03 / Max: 2394.21. (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 Git510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 320.520.420.41. (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 Git510152025Min: 20.4 / Avg: 20.47 / Max: 20.5Min: 20.4 / Avg: 20.4 / Max: 20.4Min: 20.3 / Avg: 20.43 / Max: 20.51. (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 Git714212835SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 327.6627.6527.551. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.4Linux 5.8Linux 5.9 Git612182430Min: 27.65 / Avg: 27.66 / Max: 27.68Min: 27.55 / Avg: 27.65 / Max: 27.72Min: 27.49 / Avg: 27.55 / Max: 27.591. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

Crafty

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.4Linux 5.8Linux 5.9 Git1.6M3.2M4.8M6.4M8MSE +/- 35007.79, N = 3SE +/- 23889.21, N = 3SE +/- 21668.21, N = 37547320746929873022561. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.4Linux 5.8Linux 5.9 Git1.3M2.6M3.9M5.2M6.5MMin: 7505088 / Avg: 7547320 / Max: 7616799Min: 7428608 / Avg: 7469298 / Max: 7511330Min: 7267436 / Avg: 7302256 / Max: 73420091. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceLinux 5.4Linux 5.8Linux 5.9 Git200K400K600K800K1000KSE +/- 1206.41, N = 5SE +/- 1191.39, N = 5SE +/- 1137.79, N = 51141277113469311314301. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceLinux 5.4Linux 5.8Linux 5.9 Git200K400K600K800K1000KMin: 1137971 / Avg: 1141277 / Max: 1145068Min: 1130960 / Avg: 1134693.4 / Max: 1137971Min: 1128643 / Avg: 1131430 / Max: 11332881. (CC) gcc options: -O3 -march=native

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git246810SE +/- 0.00538, N = 3SE +/- 0.03078, N = 3SE +/- 0.03775, N = 38.172338.377068.40703MIN: 7.82MIN: 8MIN: 7.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git3691215Min: 8.16 / Avg: 8.17 / Max: 8.18Min: 8.32 / Avg: 8.38 / Max: 8.43Min: 8.35 / Avg: 8.41 / Max: 8.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.4Linux 5.8306090120150SE +/- 0.10, N = 3SE +/- 0.29, N = 3SE +/- 1.51, N = 3110.72111.12114.24MIN: 109.51MIN: 109.55MIN: 110.661. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.4Linux 5.820406080100Min: 110.58 / Avg: 110.72 / Max: 110.92Min: 110.82 / Avg: 111.12 / Max: 111.7Min: 111.98 / Avg: 114.24 / Max: 117.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.80.87791.75582.63373.51164.3895SE +/- 0.00729, N = 3SE +/- 0.00590, N = 3SE +/- 0.00186, N = 33.779963.847163.90177MIN: 3.67MIN: 3.73MIN: 3.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.8246810Min: 3.77 / Avg: 3.78 / Max: 3.79Min: 3.84 / Avg: 3.85 / Max: 3.85Min: 3.9 / Avg: 3.9 / Max: 3.911. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.81122334455SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 349.8650.2450.97MIN: 49.38MIN: 49.56MIN: 50.111. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.81020304050Min: 49.85 / Avg: 49.86 / Max: 49.87Min: 49.98 / Avg: 50.24 / Max: 50.52Min: 50.67 / Avg: 50.97 / Max: 51.251. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.4510152025SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 319.8819.8919.94MIN: 19.73MIN: 19.73MIN: 19.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.4510152025Min: 19.81 / Avg: 19.88 / Max: 20Min: 19.8 / Avg: 19.89 / Max: 20.03Min: 19.87 / Avg: 19.94 / Max: 20.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git3691215SE +/- 0.00752, N = 3SE +/- 0.08955, N = 3SE +/- 0.10703, N = 39.258379.735799.82786MIN: 9.19MIN: 9.52MIN: 9.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git3691215Min: 9.25 / Avg: 9.26 / Max: 9.27Min: 9.63 / Avg: 9.74 / Max: 9.91Min: 9.63 / Avg: 9.83 / Max: 101. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.848121620SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 314.3714.7215.15MIN: 14.12MIN: 14.45MIN: 14.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.848121620Min: 14.3 / Avg: 14.37 / Max: 14.41Min: 14.62 / Avg: 14.72 / Max: 14.85Min: 15.1 / Avg: 15.14 / Max: 15.21. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.8510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 318.7518.7918.83MIN: 18.38MIN: 18.35MIN: 18.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.9 GitLinux 5.8510152025Min: 18.69 / Avg: 18.75 / Max: 18.87Min: 18.73 / Avg: 18.79 / Max: 18.9Min: 18.76 / Avg: 18.83 / Max: 18.951. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.43691215SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 310.1910.3110.39MIN: 10.07MIN: 10.1MIN: 10.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.43691215Min: 10.16 / Avg: 10.19 / Max: 10.2Min: 10.16 / Avg: 10.31 / Max: 10.53Min: 10.24 / Avg: 10.39 / Max: 10.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPULinux 5.9 GitLinux 5.4Linux 5.8246810SE +/- 0.00534, N = 3SE +/- 0.02123, N = 3SE +/- 0.01758, N = 37.409447.419237.42274MIN: 7.3MIN: 7.35MIN: 7.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPULinux 5.9 GitLinux 5.4Linux 5.83691215Min: 7.4 / Avg: 7.41 / Max: 7.42Min: 7.39 / Avg: 7.42 / Max: 7.46Min: 7.39 / Avg: 7.42 / Max: 7.451. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.8Linux 5.9 GitLinux 5.4120240360480600SE +/- 0.78, N = 3SE +/- 3.18, N = 3SE +/- 0.15, N = 3548.04558.86569.40MIN: 545.86MIN: 552.13MIN: 568.181. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.8Linux 5.9 GitLinux 5.4100200300400500Min: 546.59 / Avg: 548.04 / Max: 549.26Min: 552.76 / Avg: 558.86 / Max: 563.46Min: 569.18 / Avg: 569.4 / Max: 569.691. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.460120180240300SE +/- 2.39, N = 15SE +/- 3.43, N = 3SE +/- 0.67, N = 3260.96270.67285.96MIN: 247.57MIN: 261.84MIN: 283.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.450100150200250Min: 248.58 / Avg: 260.96 / Max: 272.64Min: 263.94 / Avg: 270.67 / Max: 275.17Min: 284.63 / Avg: 285.96 / Max: 286.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.41.16042.32083.48124.64165.802SE +/- 0.00900, N = 3SE +/- 0.01544, N = 3SE +/- 0.00807, N = 35.044925.049805.15748MIN: 4.96MIN: 4.96MIN: 5.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.9 GitLinux 5.8Linux 5.4246810Min: 5.03 / Avg: 5.04 / Max: 5.06Min: 5.02 / Avg: 5.05 / Max: 5.07Min: 5.14 / Avg: 5.16 / Max: 5.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git246810SE +/- 0.00597, N = 3SE +/- 0.01858, N = 3SE +/- 0.01959, N = 37.165757.198677.20203MIN: 7.05MIN: 7.05MIN: 7.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPULinux 5.4Linux 5.8Linux 5.9 Git3691215Min: 7.16 / Avg: 7.17 / Max: 7.18Min: 7.17 / Avg: 7.2 / Max: 7.23Min: 7.16 / Avg: 7.2 / Max: 7.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassLinux 5.9 GitLinux 5.8Linux 5.40.04950.0990.14850.1980.2475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.220.220.221. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassLinux 5.9 GitLinux 5.8Linux 5.412345Min: 0.22 / Avg: 0.22 / Max: 0.22Min: 0.22 / Avg: 0.22 / Max: 0.22Min: 0.22 / Avg: 0.22 / Max: 0.221. (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 5.9 GitLinux 5.4Linux 5.80.4230.8461.2691.6922.115SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.881.881.871. (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 5.9 GitLinux 5.4Linux 5.8246810Min: 1.87 / Avg: 1.88 / Max: 1.88Min: 1.88 / Avg: 1.88 / Max: 1.89Min: 1.87 / Avg: 1.87 / Max: 1.881. (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 5.9 GitLinux 5.8Linux 5.448121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 314.9914.9914.991. (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 5.9 GitLinux 5.8Linux 5.448121620Min: 14.97 / Avg: 14.99 / Max: 15.01Min: 14.95 / Avg: 14.99 / Max: 15.03Min: 14.96 / Avg: 14.99 / Max: 15.041. (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 Git0.6751.352.0252.73.375SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.002.992.991. (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 Git246810Min: 3 / Avg: 3 / Max: 3.01Min: 2.99 / Avg: 2.99 / Max: 3Min: 2.98 / Avg: 2.99 / Max: 31. (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 5.9 GitLinux 5.8816243240SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 335.8235.6535.571. (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 5.9 GitLinux 5.8816243240Min: 35.66 / Avg: 35.82 / Max: 35.96Min: 35.58 / Avg: 35.65 / Max: 35.74Min: 35.48 / Avg: 35.57 / Max: 35.651. (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 Git4080120160200SE +/- 0.69, N = 3SE +/- 0.73, N = 3SE +/- 0.02, N = 3182.46182.79183.231. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Linux 5.4Linux 5.8Linux 5.9 Git306090120150Min: 181.1 / Avg: 182.46 / Max: 183.36Min: 181.4 / Avg: 182.79 / Max: 183.9Min: 183.19 / Avg: 183.22 / Max: 183.261. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Linux 5.4Linux 5.8Linux 5.9 Git20406080100SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3108.06108.40108.961. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Linux 5.4Linux 5.8Linux 5.9 Git20406080100Min: 107.78 / Avg: 108.06 / Max: 108.32Min: 108.2 / Avg: 108.4 / Max: 108.51Min: 108.76 / Avg: 108.96 / Max: 109.321. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.4Linux 5.8Linux 5.9 Git246810SE +/- 0.013, N = 3SE +/- 0.022, N = 3SE +/- 0.007, N = 38.1998.2578.3161. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Linux 5.4Linux 5.8Linux 5.9 Git3691215Min: 8.18 / Avg: 8.2 / Max: 8.23Min: 8.23 / Avg: 8.26 / Max: 8.3Min: 8.31 / Avg: 8.32 / Max: 8.331. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.4Linux 5.8Linux 5.9 Git246810SE +/- 0.017, N = 3SE +/- 0.030, N = 3SE +/- 0.031, N = 37.6007.6397.6781. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Linux 5.4Linux 5.8Linux 5.9 Git3691215Min: 7.58 / Avg: 7.6 / Max: 7.63Min: 7.61 / Avg: 7.64 / Max: 7.7Min: 7.63 / Avg: 7.68 / Max: 7.741. (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 5.8Linux 5.4Linux 5.9 Git816243240SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 332.7132.7333.01
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileLinux 5.8Linux 5.4Linux 5.9 Git714212835Min: 32.62 / Avg: 32.71 / Max: 32.76Min: 32.63 / Avg: 32.73 / Max: 32.84Min: 32.88 / Avg: 33.01 / Max: 33.14

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 5.8Linux 5.4Linux 5.9 Git4080120160200SE +/- 0.25, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3157.32159.60160.64
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.8Linux 5.4Linux 5.9 Git306090120150Min: 157 / Avg: 157.32 / Max: 157.81Min: 159.24 / Avg: 159.6 / Max: 159.92Min: 160.06 / Avg: 160.64 / Max: 161.08

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 Git4080120160200SE +/- 0.78, N = 3SE +/- 0.59, N = 3SE +/- 0.79, N = 3199.64199.79200.95
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.4Linux 5.8Linux 5.9 Git4080120160200Min: 198.25 / Avg: 199.64 / Max: 200.94Min: 199.17 / Avg: 199.79 / Max: 200.96Min: 200.02 / Avg: 200.95 / Max: 202.51

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileLinux 5.8Linux 5.4Linux 5.9 Git30060090012001500SE +/- 0.97, N = 3SE +/- 7.38, N = 3SE +/- 0.27, N = 31490.331493.221493.85
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileLinux 5.8Linux 5.4Linux 5.9 Git30060090012001500Min: 1488.9 / Avg: 1490.33 / Max: 1492.18Min: 1484.48 / Avg: 1493.22 / Max: 1507.88Min: 1493.38 / Avg: 1493.85 / Max: 1494.31

XZ Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.8Linux 5.4Linux 5.9 Git1224364860SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.37, N = 350.6250.7451.031. (CC) gcc options: -pthread -fvisibility=hidden -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.8Linux 5.4Linux 5.9 Git1020304050Min: 50.49 / Avg: 50.62 / Max: 50.84Min: 50.68 / Avg: 50.74 / Max: 50.83Min: 50.63 / Avg: 51.03 / Max: 51.761. (CC) gcc options: -pthread -fvisibility=hidden -O2

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.4Linux 5.9 GitLinux 5.820406080100SE +/- 0.05, N = 3SE +/- 0.53, N = 3SE +/- 0.51, N = 378.5180.0580.61
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.4Linux 5.9 GitLinux 5.81530456075Min: 78.42 / Avg: 78.51 / Max: 78.6Min: 79.5 / Avg: 80.05 / Max: 81.11Min: 80.1 / Avg: 80.61 / Max: 81.62

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 Git816243240SE +/- 0.22, N = 16SE +/- 0.20, N = 4SE +/- 0.13, N = 433.9334.2634.591. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.4Linux 5.8Linux 5.9 Git714212835Min: 30.61 / Avg: 33.93 / Max: 34.24Min: 33.68 / Avg: 34.26 / Max: 34.57Min: 34.37 / Avg: 34.59 / Max: 34.961. (CC) gcc options: -O2 -std=c99

Montage Astronomical Image Mosaic Engine

Montage is an open-source astronomical image mosaic engine. This BSD-licensed astronomy software is developed by the California Institute of Technology, Pasadena. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 degLinux 5.4Linux 5.8Linux 5.9 Git20406080100SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 389.5690.7091.031. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 degLinux 5.4Linux 5.8Linux 5.9 Git20406080100Min: 89.46 / Avg: 89.56 / Max: 89.61Min: 90.54 / Avg: 90.7 / Max: 90.83Min: 90.68 / Avg: 91.03 / Max: 91.31. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2

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 5.9 GitLinux 5.8714212835SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 327.8728.0928.131. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.4Linux 5.9 GitLinux 5.8612182430Min: 27.73 / Avg: 27.87 / Max: 27.96Min: 28.02 / Avg: 28.09 / Max: 28.22Min: 27.94 / Avg: 28.13 / Max: 28.51. (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 Git0.75491.50982.26473.01963.7745SE +/- 0.001, N = 3SE +/- 0.035, N = 14SE +/- 0.046, N = 133.2823.3393.355
OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionLinux 5.4Linux 5.8Linux 5.9 Git246810Min: 3.28 / Avg: 3.28 / Max: 3.28Min: 3.29 / Avg: 3.34 / Max: 3.79Min: 3.29 / Avg: 3.36 / Max: 3.9

MPV

MPV is an open-source, cross-platform media player. This test profile tests the frame-rate that can be achieved unsynchronized in a desynchronized mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.9 GitLinux 5.8Linux 5.4714212835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 332.2832.2232.10MIN: 31.58 / MAX: 33.49MIN: 31.25 / MAX: 33.33MIN: 31.41 / MAX: 32.791. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.9 GitLinux 5.8Linux 5.4714212835Min: 32.24 / Avg: 32.28 / Max: 32.34Min: 32.17 / Avg: 32.22 / Max: 32.24Min: 32.05 / Avg: 32.1 / Max: 32.141. mpv 0.32.0

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.8Linux 5.9 GitLinux 5.4306090120150SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3139.88139.75139.45MIN: 123.1 / MAX: 146.35MIN: 119 / MAX: 146.35MIN: 115.16 / MAX: 146.341. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.8Linux 5.9 GitLinux 5.4306090120150Min: 139.76 / Avg: 139.88 / Max: 140.02Min: 139.56 / Avg: 139.75 / Max: 139.94Min: 139.42 / Avg: 139.45 / Max: 139.511. mpv 0.32.0

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 5.8Linux 5.9 GitLinux 5.44080120160200SE +/- 2.35, N = 4SE +/- 2.13, N = 5SE +/- 1.34, N = 3157.30161.47175.791. (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 5.8Linux 5.9 GitLinux 5.4306090120150Min: 154.52 / Avg: 157.3 / Max: 164.32Min: 153.74 / Avg: 161.47 / Max: 166.36Min: 174.35 / Avg: 175.79 / Max: 178.481. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

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 6.0.16Linux 5.4Linux 5.8Linux 5.9 Git80K160K240K320K400KSE +/- 767.36, N = 3SE +/- 387.75, N = 3SE +/- 359.00, N = 3393603.00381234.65377603.401. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.4Linux 5.8Linux 5.9 Git70K140K210K280K350KMin: 392648.16 / Avg: 393603 / Max: 395120.97Min: 380459.4 / Avg: 381234.65 / Max: 381639.66Min: 377042.03 / Avg: 377603.4 / Max: 378271.761. (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 BenchmarkLinux 5.8Linux 5.4Linux 5.9 Git0.11340.22680.34020.45360.567SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 30.5040.5040.5021. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.8Linux 5.4Linux 5.9 Git246810Min: 0.5 / Avg: 0.5 / Max: 0.51Min: 0.5 / Avg: 0.5 / Max: 0.51Min: 0.5 / Avg: 0.5 / Max: 0.511. (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 5.9 GitLinux 5.8110K220K330K440K550KSE +/- 34.51, N = 3SE +/- 63.00, N = 3SE +/- 53.76, N = 3499694499825499845
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.4Linux 5.9 GitLinux 5.890K180K270K360K450KMin: 499628 / Avg: 499694.33 / Max: 499744Min: 499707 / Avg: 499825.33 / Max: 499922Min: 499755 / Avg: 499845.33 / Max: 499941

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.9 GitLinux 5.4Linux 5.81.5M3M4.5M6M7.5MSE +/- 580.35, N = 3SE +/- 250.95, N = 3SE +/- 132.46, N = 3720290772041677204273
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.9 GitLinux 5.4Linux 5.81.2M2.4M3.6M4.8M6MMin: 7201890 / Avg: 7202906.67 / Max: 7203900Min: 7203840 / Avg: 7204166.67 / Max: 7204660Min: 7204010 / Avg: 7204273.33 / Max: 7204430

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.8Linux 5.4Linux 5.9 Git80K160K240K320K400KSE +/- 108.52, N = 3SE +/- 60.60, N = 3SE +/- 77.03, N = 3366914366947367078
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.8Linux 5.4Linux 5.9 Git60K120K180K240K300KMin: 366744 / Avg: 366914.33 / Max: 367116Min: 366874 / Avg: 366946.67 / Max: 367067Min: 366965 / Avg: 367077.67 / Max: 367225

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.8Linux 5.4Linux 5.9 Git70K140K210K280K350KSE +/- 39.28, N = 3SE +/- 59.09, N = 3SE +/- 48.17, N = 3339372339412339434
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.8Linux 5.4Linux 5.9 Git60K120K180K240K300KMin: 339303 / Avg: 339372.33 / Max: 339439Min: 339294 / Avg: 339411.67 / Max: 339480Min: 339379 / Avg: 339434 / Max: 339530

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.8Linux 5.4Linux 5.9 Git70K140K210K280K350KSE +/- 64.01, N = 3SE +/- 72.59, N = 3SE +/- 102.05, N = 3348976348999349438
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.8Linux 5.4Linux 5.9 Git60K120K180K240K300KMin: 348854 / Avg: 348975.67 / Max: 349071Min: 348856 / Avg: 348999.33 / Max: 349091Min: 349245 / Avg: 349438 / Max: 349592

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.4Linux 5.8Linux 5.9 Git1.4M2.8M4.2M5.6M7MSE +/- 634.06, N = 3SE +/- 88.19, N = 3SE +/- 862.41, N = 3651742065181376518793
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.4Linux 5.8Linux 5.9 Git1.1M2.2M3.3M4.4M5.5MMin: 6516570 / Avg: 6517420 / Max: 6518660Min: 6517970 / Avg: 6518136.67 / Max: 6518270Min: 6517430 / Avg: 6518793.33 / Max: 6520390

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 5.9 GitLinux 5.83691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 39.029.079.121. (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 5.9 GitLinux 5.83691215Min: 9.01 / Avg: 9.02 / Max: 9.02Min: 9.06 / Avg: 9.07 / Max: 9.08Min: 9.05 / Avg: 9.12 / Max: 9.241. (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 Git3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 311.1411.1411.151. (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 Git3691215Min: 11.14 / Avg: 11.14 / Max: 11.14Min: 11.14 / Avg: 11.14 / Max: 11.14Min: 11.14 / Avg: 11.15 / Max: 11.161. (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 Git1632486480SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 372.2672.3272.371. (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 Git1428425670Min: 72.24 / Avg: 72.26 / Max: 72.27Min: 72.3 / Avg: 72.32 / Max: 72.34Min: 72.33 / Avg: 72.37 / Max: 72.391. (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 5.9 GitLinux 5.8120240360480600SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 3578.17578.22578.301. (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 5.9 GitLinux 5.8100200300400500Min: 578.11 / Avg: 578.17 / Max: 578.23Min: 578.05 / Avg: 578.22 / Max: 578.32Min: 577.97 / Avg: 578.3 / Max: 578.711. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Hugin

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

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.4Linux 5.8Linux 5.9 Git20406080100SE +/- 0.48, N = 3SE +/- 0.25, N = 3SE +/- 0.42, N = 373.4674.0674.65
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.4Linux 5.8Linux 5.9 Git1428425670Min: 72.8 / Avg: 73.46 / Max: 74.41Min: 73.64 / Avg: 74.06 / Max: 74.51Min: 73.88 / Avg: 74.65 / Max: 75.33

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 5.8Linux 5.9 GitLinux 5.41224364860SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.14, N = 355.3955.5155.54
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentLinux 5.8Linux 5.9 GitLinux 5.41122334455Min: 55.22 / Avg: 55.39 / Max: 55.64Min: 55.27 / Avg: 55.51 / Max: 55.91Min: 55.36 / Avg: 55.54 / Max: 55.8

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 5.9 GitLinux 5.4Linux 5.814K28K42K56K70KSE +/- 46.28, N = 3SE +/- 46.52, N = 3SE +/- 13.57, N = 36688866942670671. (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 5.9 GitLinux 5.4Linux 5.812K24K36K48K60KMin: 66836 / Avg: 66887.67 / Max: 66980Min: 66874 / Avg: 66942 / Max: 67031Min: 67043 / Avg: 67066.67 / Max: 670901. (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 5.9 GitLinux 5.4Linux 5.830K60K90K120K150KSE +/- 97.27, N = 3SE +/- 12.01, N = 3SE +/- 43.43, N = 31337741338231338701. (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 5.9 GitLinux 5.4Linux 5.820K40K60K80K100KMin: 133593 / Avg: 133774.33 / Max: 133926Min: 133799 / Avg: 133823 / Max: 133836Min: 133792 / Avg: 133870.33 / Max: 1339421. (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 Git40K80K120K160K200KSE +/- 195.74, N = 3SE +/- 11.41, N = 3SE +/- 205.69, N = 31646451651391651811. (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 Git30K60K90K120K150KMin: 164273 / Avg: 164644.67 / Max: 164937Min: 165118 / Avg: 165139.33 / Max: 165157Min: 164794 / Avg: 165181.33 / Max: 1654951. (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 Git70K140K210K280K350KSE +/- 211.61, N = 3SE +/- 96.33, N = 3SE +/- 315.26, N = 33288883304353306641. (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 Git60K120K180K240K300KMin: 328519 / Avg: 328887.67 / Max: 329252Min: 330242 / Avg: 330434.67 / Max: 330531Min: 330229 / Avg: 330664.33 / Max: 3312771. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeLinux 5.8Linux 5.4Linux 5.9 Git130260390520650SE +/- 0.45, N = 3SE +/- 0.74, N = 3SE +/- 4.33, N = 3597.09598.32602.791. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeLinux 5.8Linux 5.4Linux 5.9 Git110220330440550Min: 596.42 / Avg: 597.09 / Max: 597.95Min: 596.89 / Avg: 598.32 / Max: 599.39Min: 595.25 / Avg: 602.79 / Max: 610.251. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

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 Git3691215SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 310.2610.3710.40MIN: 10.11 / MAX: 16.05MIN: 10.27 / MAX: 31.91MIN: 10.23 / MAX: 33.261. (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 Git3691215Min: 10.15 / Avg: 10.26 / Max: 10.31Min: 10.33 / Avg: 10.37 / Max: 10.43Min: 10.27 / Avg: 10.4 / Max: 10.471. (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 Git1326395265SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 356.1656.9357.04MIN: 55.4 / MAX: 107.43MIN: 56.62 / MAX: 80.52MIN: 56.76 / MAX: 79.831. (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: resnet-v2-50Linux 5.4Linux 5.8Linux 5.9 Git1122334455Min: 55.94 / Avg: 56.16 / Max: 56.48Min: 56.77 / Avg: 56.93 / Max: 57.19Min: 56.92 / Avg: 57.04 / Max: 57.161. (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 5.9 GitLinux 5.81.26862.53723.80585.07446.343SE +/- 0.019, N = 3SE +/- 0.037, N = 3SE +/- 0.018, N = 35.6015.6055.638MIN: 5.47 / MAX: 9.61MIN: 5.45 / MAX: 10.27MIN: 5.53 / MAX: 13.751. (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 5.9 GitLinux 5.8246810Min: 5.56 / Avg: 5.6 / Max: 5.63Min: 5.54 / Avg: 5.61 / Max: 5.67Min: 5.62 / Avg: 5.64 / Max: 5.671. (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 Git246810SE +/- 0.009, N = 3SE +/- 0.014, N = 3SE +/- 0.003, N = 37.7487.7887.800MIN: 7.67 / MAX: 22.21MIN: 7.73 / MAX: 12.65MIN: 7.74 / MAX: 27.871. (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: mobilenet-v1-1.0Linux 5.4Linux 5.8Linux 5.9 Git3691215Min: 7.73 / Avg: 7.75 / Max: 7.76Min: 7.77 / Avg: 7.79 / Max: 7.82Min: 7.79 / Avg: 7.8 / Max: 7.811. (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 5.9 GitLinux 5.81428425670SE +/- 0.15, N = 3SE +/- 0.64, N = 3SE +/- 0.20, N = 362.3162.5662.93MIN: 61.37 / MAX: 84.45MIN: 60.97 / MAX: 89.35MIN: 62.1 / MAX: 89.181. (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 5.9 GitLinux 5.81224364860Min: 62.02 / Avg: 62.31 / Max: 62.46Min: 61.28 / Avg: 62.56 / Max: 63.21Min: 62.71 / Avg: 62.93 / Max: 63.331. (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 5.8Linux 5.9 GitLinux 5.4612182430SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 324.7624.8424.88MIN: 24.65 / MAX: 36.01MIN: 24.64 / MAX: 36.64MIN: 24.67 / MAX: 25.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.8Linux 5.9 GitLinux 5.4612182430Min: 24.72 / Avg: 24.76 / Max: 24.83Min: 24.74 / Avg: 24.84 / Max: 24.97Min: 24.73 / Avg: 24.88 / Max: 24.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.9 GitLinux 5.8Linux 5.4714212835SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 328.8428.8528.94MIN: 28.67 / MAX: 41.4MIN: 28.7 / MAX: 41.24MIN: 28.7 / MAX: 32.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.9 GitLinux 5.8Linux 5.4612182430Min: 28.75 / Avg: 28.84 / Max: 28.99Min: 28.79 / Avg: 28.85 / Max: 28.93Min: 28.8 / Avg: 28.94 / Max: 29.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.9 GitLinux 5.4Linux 5.8246810SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 37.787.797.82MIN: 7.67 / MAX: 9.94MIN: 7.67 / MAX: 9.99MIN: 7.68 / MAX: 20.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.9 GitLinux 5.4Linux 5.83691215Min: 7.76 / Avg: 7.78 / Max: 7.8Min: 7.72 / Avg: 7.79 / Max: 7.89Min: 7.78 / Avg: 7.82 / Max: 7.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.9 GitLinux 5.4Linux 5.8246810SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 36.526.536.53MIN: 6.42 / MAX: 8.56MIN: 6.41 / MAX: 9.17MIN: 6.43 / MAX: 9.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.9 GitLinux 5.4Linux 5.83691215Min: 6.51 / Avg: 6.52 / Max: 6.54Min: 6.45 / Avg: 6.53 / Max: 6.59Min: 6.53 / Avg: 6.53 / Max: 6.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.9 GitLinux 5.8Linux 5.41.05082.10163.15244.20325.254SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 34.664.664.67MIN: 4.59 / MAX: 6.57MIN: 4.61 / MAX: 6.54MIN: 4.59 / MAX: 8.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.9 GitLinux 5.8Linux 5.4246810Min: 4.62 / Avg: 4.66 / Max: 4.68Min: 4.63 / Avg: 4.66 / Max: 4.68Min: 4.62 / Avg: 4.67 / Max: 4.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.8Linux 5.9 GitLinux 5.4246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 36.616.626.66MIN: 6.56 / MAX: 8.52MIN: 6.57 / MAX: 8.48MIN: 6.56 / MAX: 20.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.8Linux 5.9 GitLinux 5.43691215Min: 6.6 / Avg: 6.61 / Max: 6.62Min: 6.6 / Avg: 6.62 / Max: 6.63Min: 6.61 / Avg: 6.66 / Max: 6.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.8Linux 5.9 GitLinux 5.43691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 310.4410.4510.51MIN: 10.4 / MAX: 10.76MIN: 10.4 / MAX: 13.27MIN: 10.41 / MAX: 111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.8Linux 5.9 GitLinux 5.43691215Min: 10.44 / Avg: 10.44 / Max: 10.45Min: 10.44 / Avg: 10.45 / Max: 10.45Min: 10.44 / Avg: 10.51 / Max: 10.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.8Linux 5.9 GitLinux 5.40.48830.97661.46491.95322.4415SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 32.142.152.17MIN: 2.13 / MAX: 2.24MIN: 2.13 / MAX: 2.24MIN: 2.13 / MAX: 2.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.8Linux 5.9 GitLinux 5.4246810Min: 2.14 / Avg: 2.14 / Max: 2.15Min: 2.14 / Avg: 2.15 / Max: 2.15Min: 2.14 / Avg: 2.17 / Max: 2.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.8Linux 5.9 GitLinux 5.4612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 323.0323.0723.08MIN: 22.94 / MAX: 23.49MIN: 22.94 / MAX: 35.57MIN: 22.97 / MAX: 26.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.8Linux 5.9 GitLinux 5.4510152025Min: 23.02 / Avg: 23.03 / Max: 23.03Min: 23.03 / Avg: 23.07 / Max: 23.13Min: 23.03 / Avg: 23.08 / Max: 23.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.9 GitLinux 5.8Linux 5.420406080100SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 388.8288.9589.35MIN: 88.53 / MAX: 101.19MIN: 88.67 / MAX: 137.54MIN: 89.05 / MAX: 94.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.9 GitLinux 5.8Linux 5.420406080100Min: 88.69 / Avg: 88.82 / Max: 88.91Min: 88.81 / Avg: 88.95 / Max: 89.19Min: 89.24 / Avg: 89.35 / Max: 89.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.9 GitLinux 5.4Linux 5.8612182430SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 323.0523.0923.11MIN: 22.9 / MAX: 25.57MIN: 22.97 / MAX: 26.84MIN: 22.91 / MAX: 35.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.9 GitLinux 5.4Linux 5.8510152025Min: 23.04 / Avg: 23.05 / Max: 23.05Min: 23.06 / Avg: 23.09 / Max: 23.11Min: 23.06 / Avg: 23.11 / Max: 23.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.8Linux 5.9 GitLinux 5.4510152025SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.22, N = 322.1222.4122.56MIN: 22.04 / MAX: 22.28MIN: 22.05 / MAX: 59.82MIN: 22.06 / MAX: 39.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.8Linux 5.9 GitLinux 5.4510152025Min: 22.1 / Avg: 22.12 / Max: 22.14Min: 22.11 / Avg: 22.41 / Max: 22.97Min: 22.11 / Avg: 22.56 / Max: 22.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.8Linux 5.9 GitLinux 5.41122334455SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 346.4546.4646.50MIN: 46.3 / MAX: 49.28MIN: 46.33 / MAX: 51.2MIN: 46.31 / MAX: 58.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.8Linux 5.9 GitLinux 5.4918273645Min: 46.43 / Avg: 46.45 / Max: 46.48Min: 46.44 / Avg: 46.46 / Max: 46.48Min: 46.45 / Avg: 46.5 / Max: 46.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.8Linux 5.9 GitLinux 5.4918273645SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 339.3639.4539.48MIN: 39.23 / MAX: 42.19MIN: 39.23 / MAX: 42.4MIN: 39.28 / MAX: 53.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.8Linux 5.9 GitLinux 5.4816243240Min: 39.34 / Avg: 39.36 / Max: 39.39Min: 39.32 / Avg: 39.45 / Max: 39.63Min: 39.38 / Avg: 39.48 / Max: 39.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.9 GitLinux 5.8Linux 5.41224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 343.8043.8052.13MIN: 43.39 / MAX: 43.96MIN: 43.21 / MAX: 44.65MIN: 50.27 / MAX: 53.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.9 GitLinux 5.8Linux 5.41020304050Min: 43.78 / Avg: 43.8 / Max: 43.84Min: 43.78 / Avg: 43.8 / Max: 43.82Min: 52.12 / Avg: 52.13 / Max: 52.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.9 GitLinux 5.8Linux 5.41122334455SE +/- 0.24, N = 3SE +/- 0.25, N = 3SE +/- 0.43, N = 338.1738.5946.43MIN: 35.95 / MAX: 45.56MIN: 36.59 / MAX: 45.66MIN: 44.53 / MAX: 65.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.9 GitLinux 5.8Linux 5.4918273645Min: 37.7 / Avg: 38.17 / Max: 38.45Min: 38.3 / Avg: 38.59 / Max: 39.1Min: 45.95 / Avg: 46.43 / Max: 47.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.9 GitLinux 5.8Linux 5.448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 312.6812.6914.72MIN: 12.28 / MAX: 12.98MIN: 11.98 / MAX: 13.56MIN: 14.5 / MAX: 15.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.9 GitLinux 5.8Linux 5.448121620Min: 12.67 / Avg: 12.68 / Max: 12.69Min: 12.67 / Avg: 12.69 / Max: 12.7Min: 14.7 / Avg: 14.72 / Max: 14.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.9 GitLinux 5.8Linux 5.448121620SE +/- 0.00, N = 3SE +/- 0.01, N = 313.9914.0016.32MIN: 13.58 / MAX: 14.57MIN: 13.24 / MAX: 14.29MIN: 16.25 / MAX: 16.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.9 GitLinux 5.8Linux 5.448121620Min: 13.99 / Avg: 13.99 / Max: 14Min: 16.3 / Avg: 16.32 / Max: 16.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.8Linux 5.4Linux 5.9 Git3691215SE +/- 0.30, N = 3SE +/- 0.01, N = 3SE +/- 0.52, N = 310.0610.1111.09MIN: 9.19 / MAX: 10.9MIN: 9.97 / MAX: 10.55MIN: 10.03 / MAX: 13.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.8Linux 5.4Linux 5.9 Git3691215Min: 9.53 / Avg: 10.06 / Max: 10.58Min: 10.09 / Avg: 10.11 / Max: 10.13Min: 10.07 / Avg: 11.09 / Max: 11.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.9 GitLinux 5.8Linux 5.448121620SE +/- 0.01, N = 313.0013.0015.11MIN: 12.53 / MAX: 14.37MIN: 12.57 / MAX: 13.06MIN: 14.91 / MAX: 15.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.9 GitLinux 5.8Linux 5.448121620Min: 15.09 / Avg: 15.11 / Max: 15.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.9 GitLinux 5.8Linux 5.4714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 326.0226.0230.86MIN: 25.31 / MAX: 27.35MIN: 25.28 / MAX: 26.55MIN: 29.36 / MAX: 35.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.9 GitLinux 5.8Linux 5.4714212835Min: 26.01 / Avg: 26.02 / Max: 26.03Min: 26 / Avg: 26.02 / Max: 26.03Min: 30.84 / Avg: 30.86 / Max: 30.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.9 GitLinux 5.8Linux 5.40.59181.18361.77542.36722.959SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 32.292.352.63MIN: 2.14 / MAX: 2.48MIN: 2.17 / MAX: 2.76MIN: 2.59 / MAX: 2.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.9 GitLinux 5.8Linux 5.4246810Min: 2.23 / Avg: 2.29 / Max: 2.33Min: 2.18 / Avg: 2.35 / Max: 2.65Min: 2.62 / Avg: 2.63 / Max: 2.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.9 GitLinux 5.8Linux 5.41020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 335.4735.4842.16MIN: 34.79 / MAX: 35.67MIN: 34.99 / MAX: 35.72MIN: 38.96 / MAX: 43.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.9 GitLinux 5.8Linux 5.4918273645