8400 Sep

Intel Core i5-8400 testing with a MSI Z370M MORTAR (MS-7B54) v1.0 (1.80 BIOS) and MSI Intel UHD 630 3GB 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 2009295-FI-8400SEP7432
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Linux 5.8.1
September 28 2020
  6 Hours, 44 Minutes
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September 28 2020
  7 Hours
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September 29 2020
  7 Hours, 37 Minutes
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8400 SepOpenBenchmarking.orgPhoronix Test SuiteIntel Core i5-8400 @ 4.00GHz (6 Cores)MSI Z370M MORTAR (MS-7B54) v1.0 (1.80 BIOS)Intel 8th Gen Core8GB512GB INTEL SSDPEKNW512G8MSI Intel UHD 630 3GB (1050MHz)Realtek ALC892VA2431Intel I219-VUbuntu 20.045.8.1-050801-generic (x86_64)5.9.0-050900rc7daily20200929-generic (x86_64) 20200928GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.4GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution8400 Sep BenchmarksSystem Logs- --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 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Python 3.8.2- Linux 5.8.1: 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 5.8.1 Repeat: 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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7Result OverviewPhoronix Test Suite100%103%106%109%PostgreSQL pgbenchFFTEApache CouchDBLeelaChessZeroBYTE Unix BenchmarkMlpack BenchmarkDolfynGROMACSeSpeak-NG Speech EngineTNNNCNNWebP Image EncodeHierarchical INTegrationRealSR-NCNNTimed HMMer SearchLibRawMPVInfluxDBCaffe

8400 Seprealsr-ncnn: 4x - Nolczero: BLASlczero: Eigenlczero: Randdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchmafft: Multiple Sequence Alignment - LSU RNAwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionbyte: Dhrystone 2libraw: Post-Processing Benchmarkespeak: Text-To-Speech Synthesismpv: Big Buck Bunny Sunflower 4K - Software Onlympv: Big Buck Bunny Sunflower 1080p - Software Onlycouchdb: 100 - 1000 - 24gromacs: Water Benchmarkpgbench: 1 - 1 - Read Onlypgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Writepgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 50 - Read Onlypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 50 - Read Write - Average Latencypgbench: 100 - 1 - Read Onlypgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Writepgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 50 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Writepgbench: 100 - 50 - Read Write - Average Latencycaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200ncnn: 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 v1.1hint: FLOATmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressioninfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7255.7851229114325847120.50626145.552847708120.58912.3311.6942.65819.1397.93043.84739211037.726.9630.49982.34231.81161.1790.721245500.0419311.0771194240.41976265.634215190.0476851.4791007660.496123674.04331153623178045516070518.4921.005.754.933.844.757.691.4620.0972.7920.1718.9236.9434.2244.9538.2612.6913.999.0912.9626.362.5036.00200.9731.0847.0376.5377.66333.974336.915400300104.2356849.9767.3226.183.061355956.01479204.7255.1721213114725791420.56427219.240492902120.4361.6902.65719.0237.95243.77239376167.426.9030.39882.35231.95158.7130.722244920.0419061.1181189520.42077264.820214580.0476471.5691010250.495679610.71931374627278062216157318.6321.165.774.963.874.767.691.4620.2273.3420.2619.3337.2134.4445.0438.2612.6813.988.8712.9626.352.6336.00199.4331.0846.3076.4577.54332.920337.041399197082.2001250.0366.6026.213.091357264.91475920.6255.4301177113825837620.64026552.983337224120.34112.2841.6912.66018.9407.92643.72038916767.526.9630.38582.53231.94159.5240.724242880.0417731.3131179190.42475666.160212640.0476191.639997530.501124784.00831413627628092916098118.6121.185.764.933.794.767.701.4720.2073.4420.1919.2737.1434.4044.9338.3612.6813.978.8512.9626.342.4035.98200.5331.0447.6376.5077.49334.546336.688400149515.6608748.7272.8726.263.031356265.81478681.3OpenBenchmarking.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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc760120180240300SE +/- 0.23, N = 3SE +/- 0.51, N = 3SE +/- 0.13, N = 3255.79255.17255.43
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc750100150200250Min: 255.35 / Avg: 255.79 / Max: 256.16Min: 254.15 / Avg: 255.17 / Max: 255.69Min: 255.17 / Avg: 255.43 / Max: 255.62

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc730060090012001500SE +/- 6.01, N = 3SE +/- 6.03, N = 3SE +/- 25.98, N = 91229121311771. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc72004006008001000Min: 1221 / Avg: 1229.33 / Max: 1241Min: 1206 / Avg: 1213 / Max: 1225Min: 1039 / Avg: 1176.78 / Max: 12281. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc72004006008001000SE +/- 10.84, N = 3SE +/- 4.73, N = 31143114711381. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc72004006008001000Min: 1127 / Avg: 1147.33 / Max: 1164Min: 1131 / Avg: 1138 / Max: 11471. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: RandomLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc760K120K180K240K300KSE +/- 322.31, N = 3SE +/- 195.47, N = 3SE +/- 130.95, N = 32584712579142583761. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: RandomLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc740K80K120K160K200KMin: 257892 / Avg: 258470.67 / Max: 259006Min: 257532 / Avg: 257914 / Max: 258177Min: 258118 / Avg: 258376 / Max: 2585441. (CXX) g++ options: -flto -pthread

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 320.5120.5620.64
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 20.4 / Avg: 20.51 / Max: 20.65Min: 20.49 / Avg: 20.56 / Max: 20.62Min: 20.63 / Avg: 20.64 / Max: 20.64

FFTE

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc76K12K18K24K30KSE +/- 66.40, N = 3SE +/- 28.50, N = 3SE +/- 53.48, N = 326145.5527219.2426552.981. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc75K10K15K20K25KMin: 26035.69 / Avg: 26145.55 / Max: 26265.08Min: 27162.38 / Avg: 27219.24 / Max: 27251.14Min: 26449.21 / Avg: 26552.98 / Max: 26627.351. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7306090120150SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3120.59120.44120.341. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720406080100Min: 120.51 / Avg: 120.59 / Max: 120.71Min: 120.33 / Avg: 120.44 / Max: 120.62Min: 120.28 / Avg: 120.34 / Max: 120.431. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

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 5.8.1Linux 5.9-rc73691215SE +/- 0.28, N = 2SE +/- 0.10, N = 212.3312.281. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.8.1Linux 5.9-rc748121620Min: 12.05 / Avg: 12.33 / Max: 12.61Min: 12.18 / Avg: 12.28 / Max: 12.391. (CC) gcc options: -std=c99 -O3 -lm -lpthread

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.38120.76241.14361.52481.906SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 31.6941.6901.6911. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 1.69 / Avg: 1.69 / Max: 1.7Min: 1.69 / Avg: 1.69 / Max: 1.69Min: 1.69 / Avg: 1.69 / Max: 1.691. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.59851.1971.79552.3942.9925SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.008, N = 32.6582.6572.6601. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 2.65 / Avg: 2.66 / Max: 2.67Min: 2.65 / Avg: 2.66 / Max: 2.67Min: 2.65 / Avg: 2.66 / Max: 2.681. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 319.1419.0218.941. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 19.11 / Avg: 19.14 / Max: 19.17Min: 19.01 / Avg: 19.02 / Max: 19.04Min: 18.89 / Avg: 18.94 / Max: 19.011. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810SE +/- 0.004, N = 3SE +/- 0.029, N = 3SE +/- 0.004, N = 37.9307.9527.9261. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215Min: 7.92 / Avg: 7.93 / Max: 7.94Min: 7.92 / Avg: 7.95 / Max: 8.01Min: 7.92 / Avg: 7.93 / Max: 7.931. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71020304050SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 343.8543.7743.721. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7918273645Min: 43.62 / Avg: 43.85 / Max: 43.97Min: 43.75 / Avg: 43.77 / Max: 43.79Min: 43.49 / Avg: 43.72 / Max: 43.991. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc78M16M24M32M40MSE +/- 118388.57, N = 3SE +/- 69199.57, N = 3SE +/- 332470.85, N = 339211037.739376167.438916767.5
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc77M14M21M28M35MMin: 39023115.6 / Avg: 39211037.73 / Max: 39429744.6Min: 39237773 / Avg: 39376167.4 / Max: 39446356.2Min: 38260625.6 / Avg: 38916767.5 / Max: 39338213.8

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 326.9626.9026.961. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430Min: 26.95 / Avg: 26.96 / Max: 26.96Min: 26.83 / Avg: 26.9 / Max: 26.95Min: 26.96 / Avg: 26.96 / Max: 26.961. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7714212835SE +/- 0.19, N = 4SE +/- 0.08, N = 4SE +/- 0.13, N = 430.5030.4030.391. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7714212835Min: 29.98 / Avg: 30.5 / Max: 30.79Min: 30.18 / Avg: 30.4 / Max: 30.57Min: 30.18 / Avg: 30.39 / Max: 30.761. (CC) gcc options: -O2 -std=c99

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720406080100SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 382.3482.3582.53MIN: 80 / MAX: 83.34MIN: 79.47 / MAX: 83.34MIN: 79.47 / MAX: 83.921. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71632486480Min: 82.32 / Avg: 82.34 / Max: 82.37Min: 82.27 / Avg: 82.35 / Max: 82.5Min: 82.29 / Avg: 82.53 / Max: 82.731. mpv 0.32.0

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc750100150200250SE +/- 0.20, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3231.81231.95231.94MIN: 210.53 / MAX: 240.01MIN: 210.53 / MAX: 240.01MIN: 206.9 / MAX: 235.311. mpv 0.32.0
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74080120160200Min: 231.5 / Avg: 231.81 / Max: 232.17Min: 231.71 / Avg: 231.95 / Max: 232.2Min: 231.84 / Avg: 231.94 / Max: 232.021. 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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74080120160200SE +/- 1.92, N = 3SE +/- 0.94, N = 3SE +/- 0.66, N = 3161.18158.71159.521. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7306090120150Min: 157.54 / Avg: 161.18 / Max: 164.05Min: 157.66 / Avg: 158.71 / Max: 160.58Min: 158.82 / Avg: 159.52 / Max: 160.851. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.16290.32580.48870.65160.8145SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 30.7210.7220.7241. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 0.72 / Avg: 0.72 / Max: 0.73Min: 0.72 / Avg: 0.72 / Max: 0.73Min: 0.72 / Avg: 0.72 / Max: 0.731. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc75K10K15K20K25KSE +/- 172.19, N = 3SE +/- 185.35, N = 3SE +/- 69.38, N = 32455024492242881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74K8K12K16K20KMin: 24271.12 / Avg: 24549.53 / Max: 24864.27Min: 24162.11 / Avg: 24491.58 / Max: 24803.47Min: 24205.84 / Avg: 24287.81 / Max: 24425.751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.00920.01840.02760.03680.046SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0410.0410.0411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc712345Min: 0.04 / Avg: 0.04 / Max: 0.04Min: 0.04 / Avg: 0.04 / Max: 0.04Min: 0.04 / Avg: 0.04 / Max: 0.041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc72004006008001000SE +/- 13.33, N = 15SE +/- 30.11, N = 12SE +/- 25.21, N = 159319067731. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7160320480640800Min: 851.62 / Avg: 930.98 / Max: 995.97Min: 763.27 / Avg: 905.7 / Max: 1056.44Min: 648.09 / Avg: 772.9 / Max: 943.571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.29540.59080.88621.18161.477SE +/- 0.015, N = 15SE +/- 0.036, N = 12SE +/- 0.042, N = 151.0771.1181.3131. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 1 / Avg: 1.08 / Max: 1.17Min: 0.95 / Avg: 1.12 / Max: 1.31Min: 1.06 / Avg: 1.31 / Max: 1.541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc730K60K90K120K150KSE +/- 837.98, N = 3SE +/- 340.57, N = 3SE +/- 942.14, N = 31194241189521179191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720K40K60K80K100KMin: 118399.3 / Avg: 119424.04 / Max: 121084.91Min: 118360.34 / Avg: 118952.47 / Max: 119540.09Min: 116430.15 / Avg: 117918.87 / Max: 119663.571. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.09540.19080.28620.38160.477SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 30.4190.4200.4241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc712345Min: 0.41 / Avg: 0.42 / Max: 0.42Min: 0.42 / Avg: 0.42 / Max: 0.42Min: 0.42 / Avg: 0.42 / Max: 0.431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7170340510680850SE +/- 8.83, N = 3SE +/- 10.42, N = 3SE +/- 2.07, N = 37627727561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7140280420560700Min: 751.91 / Avg: 762.07 / Max: 779.65Min: 758.21 / Avg: 771.72 / Max: 792.22Min: 752.56 / Avg: 755.82 / Max: 759.661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71530456075SE +/- 0.75, N = 3SE +/- 0.87, N = 3SE +/- 0.18, N = 365.6364.8266.161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71326395265Min: 64.14 / Avg: 65.63 / Max: 66.5Min: 63.12 / Avg: 64.82 / Max: 65.95Min: 65.82 / Avg: 66.16 / Max: 66.451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc75K10K15K20K25KSE +/- 67.76, N = 3SE +/- 129.77, N = 3SE +/- 61.86, N = 32151921458212641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74K8K12K16K20KMin: 21442.4 / Avg: 21518.97 / Max: 21654.09Min: 21225.22 / Avg: 21457.54 / Max: 21673.89Min: 21175.36 / Avg: 21264.22 / Max: 21383.191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.01060.02120.03180.04240.053SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0470.0470.0471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc712345Min: 0.05 / Avg: 0.05 / Max: 0.05Min: 0.05 / Avg: 0.05 / Max: 0.05Min: 0.05 / Avg: 0.05 / Max: 0.051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7150300450600750SE +/- 23.06, N = 12SE +/- 22.75, N = 15SE +/- 23.65, N = 126856476191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7120240360480600Min: 556.19 / Avg: 685.36 / Max: 773.84Min: 555.87 / Avg: 647.16 / Max: 886.53Min: 534.21 / Avg: 619.34 / Max: 797.261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.36880.73761.10641.47521.844SE +/- 0.054, N = 12SE +/- 0.049, N = 15SE +/- 0.057, N = 121.4791.5691.6391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 1.29 / Avg: 1.48 / Max: 1.8Min: 1.13 / Avg: 1.57 / Max: 1.8Min: 1.25 / Avg: 1.64 / Max: 1.871. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720K40K60K80K100KSE +/- 267.81, N = 3SE +/- 242.75, N = 3SE +/- 156.91, N = 3100766101025997531. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720K40K60K80K100KMin: 100299.71 / Avg: 100766.33 / Max: 101227.39Min: 100747.65 / Avg: 101024.6 / Max: 101508.41Min: 99445.24 / Avg: 99752.56 / Max: 99961.261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.11270.22540.33810.45080.5635SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.4960.4950.5011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 0.49 / Avg: 0.5 / Max: 0.5Min: 0.49 / Avg: 0.5 / Max: 0.5Min: 0.5 / Avg: 0.5 / Max: 0.51. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73K6K9K12K15KSE +/- 60.38, N = 3SE +/- 1063.69, N = 15SE +/- 108.50, N = 3123676796124781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc72K4K6K8K10KMin: 12246.65 / Avg: 12367.39 / Max: 12429Min: 1981.18 / Avg: 6795.92 / Max: 12804.31Min: 12329.23 / Avg: 12478.41 / Max: 12689.471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215SE +/- 0.020, N = 3SE +/- 1.748, N = 15SE +/- 0.035, N = 34.04310.7194.0081. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215Min: 4.02 / Avg: 4.04 / Max: 4.08Min: 3.91 / Avg: 10.72 / Max: 25.24Min: 3.94 / Avg: 4.01 / Max: 4.061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc77K14K21K28K35KSE +/- 18.62, N = 3SE +/- 20.51, N = 3SE +/- 4.26, N = 33115331374314131. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc75K10K15K20K25KMin: 31119 / Avg: 31153.33 / Max: 31183Min: 31334 / Avg: 31374.33 / Max: 31401Min: 31407 / Avg: 31412.67 / Max: 314211. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc713K26K39K52K65KSE +/- 23.02, N = 3SE +/- 32.50, N = 3SE +/- 38.43, N = 36231762727627621. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc711K22K33K44K55KMin: 62281 / Avg: 62317.33 / Max: 62360Min: 62662 / Avg: 62727 / Max: 62760Min: 62691 / Avg: 62762 / Max: 628231. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720K40K60K80K100KSE +/- 27.47, N = 3SE +/- 48.72, N = 3SE +/- 350.25, N = 38045580622809291. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc714K28K42K56K70KMin: 80409 / Avg: 80455 / Max: 80504Min: 80555 / Avg: 80622.33 / Max: 80717Min: 80444 / Avg: 80928.67 / Max: 816091. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc730K60K90K120K150KSE +/- 185.94, N = 3SE +/- 154.68, N = 3SE +/- 103.44, N = 31607051615731609811. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc730K60K90K120K150KMin: 160451 / Avg: 160704.67 / Max: 161067Min: 161276 / Avg: 161573.33 / Max: 161796Min: 160844 / Avg: 160981.33 / Max: 1611841. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 318.4918.6318.61MIN: 18.36 / MAX: 27.11MIN: 18.52 / MAX: 19.44MIN: 18.54 / MAX: 20.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 18.48 / Avg: 18.49 / Max: 18.49Min: 18.59 / Avg: 18.63 / Max: 18.66Min: 18.59 / Avg: 18.61 / Max: 18.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 321.0021.1621.18MIN: 20.86 / MAX: 29.95MIN: 21.01 / MAX: 29.95MIN: 21.04 / MAX: 22.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 20.94 / Avg: 21 / Max: 21.05Min: 21.14 / Avg: 21.16 / Max: 21.17Min: 21.11 / Avg: 21.18 / Max: 21.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71.29832.59663.89495.19326.4915SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.755.775.76MIN: 5.66 / MAX: 6.81MIN: 5.64 / MAX: 6.91MIN: 5.66 / MAX: 6.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 5.71 / Avg: 5.75 / Max: 5.77Min: 5.74 / Avg: 5.77 / Max: 5.8Min: 5.72 / Avg: 5.76 / Max: 5.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71.1162.2323.3484.4645.58SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 34.934.964.93MIN: 4.87 / MAX: 5.94MIN: 4.89 / MAX: 6.28MIN: 4.86 / MAX: 5.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 4.91 / Avg: 4.93 / Max: 4.94Min: 4.91 / Avg: 4.96 / Max: 5.01Min: 4.9 / Avg: 4.93 / Max: 4.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.87081.74162.61243.48324.354SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 33.843.873.79MIN: 3.79 / MAX: 4.69MIN: 3.72 / MAX: 4.97MIN: 3.69 / MAX: 4.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 3.82 / Avg: 3.84 / Max: 3.87Min: 3.8 / Avg: 3.87 / Max: 3.97Min: 3.71 / Avg: 3.79 / Max: 3.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71.0712.1423.2134.2845.355SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 34.754.764.76MIN: 4.7 / MAX: 5.63MIN: 4.7 / MAX: 5.86MIN: 4.68 / MAX: 5.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 4.72 / Avg: 4.75 / Max: 4.79Min: 4.72 / Avg: 4.76 / Max: 4.81Min: 4.71 / Avg: 4.76 / Max: 4.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.697.697.70MIN: 7.62 / MAX: 16.84MIN: 7.64 / MAX: 8.74MIN: 7.64 / MAX: 8.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215Min: 7.65 / Avg: 7.69 / Max: 7.74Min: 7.67 / Avg: 7.69 / Max: 7.71Min: 7.67 / Avg: 7.7 / Max: 7.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.33080.66160.99241.32321.654SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 31.461.461.47MIN: 1.42 / MAX: 1.56MIN: 1.43 / MAX: 1.55MIN: 1.43 / MAX: 1.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 1.44 / Avg: 1.46 / Max: 1.48Min: 1.45 / Avg: 1.46 / Max: 1.47Min: 1.44 / Avg: 1.47 / Max: 1.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 320.0920.2220.20MIN: 19.92 / MAX: 20.31MIN: 20.09 / MAX: 22.93MIN: 20.07 / MAX: 20.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 20.09 / Avg: 20.09 / Max: 20.1Min: 20.19 / Avg: 20.22 / Max: 20.25Min: 20.16 / Avg: 20.2 / Max: 20.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71632486480SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 372.7973.3473.44MIN: 72.42 / MAX: 81.75MIN: 73.17 / MAX: 76.04MIN: 73.13 / MAX: 82.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71428425670Min: 72.51 / Avg: 72.79 / Max: 73.11Min: 73.25 / Avg: 73.34 / Max: 73.42Min: 73.32 / Avg: 73.44 / Max: 73.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 320.1720.2620.19MIN: 20.05 / MAX: 21.58MIN: 20.06 / MAX: 30.19MIN: 20.08 / MAX: 21.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 20.16 / Avg: 20.17 / Max: 20.19Min: 20.18 / Avg: 20.26 / Max: 20.42Min: 20.17 / Avg: 20.19 / Max: 20.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 318.9219.3319.27MIN: 18.86 / MAX: 19.07MIN: 19.26 / MAX: 29.2MIN: 19.21 / MAX: 19.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7510152025Min: 18.91 / Avg: 18.92 / Max: 18.93Min: 19.32 / Avg: 19.33 / Max: 19.36Min: 19.26 / Avg: 19.27 / Max: 19.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7918273645SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 336.9437.2137.14MIN: 36.73 / MAX: 37.64MIN: 36.98 / MAX: 44.54MIN: 36.92 / MAX: 39.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7816243240Min: 36.92 / Avg: 36.94 / Max: 36.95Min: 37.18 / Avg: 37.21 / Max: 37.24Min: 37.12 / Avg: 37.14 / Max: 37.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7816243240SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 334.2234.4434.40MIN: 34.06 / MAX: 34.47MIN: 34.34 / MAX: 36.46MIN: 34.27 / MAX: 36.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7714212835Min: 34.2 / Avg: 34.22 / Max: 34.24Min: 34.43 / Avg: 34.44 / Max: 34.44Min: 34.38 / Avg: 34.4 / Max: 34.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71020304050SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 344.9545.0444.93MIN: 44.55 / MAX: 45.31MIN: 44.42 / MAX: 45.41MIN: 44.4 / MAX: 45.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7918273645Min: 44.84 / Avg: 44.95 / Max: 45.14Min: 44.88 / Avg: 45.04 / Max: 45.15Min: 44.83 / Avg: 44.93 / Max: 45.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7918273645SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 338.2638.2638.36MIN: 36.19 / MAX: 46.11MIN: 36.25 / MAX: 46.48MIN: 37.06 / MAX: 40.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7816243240Min: 38.07 / Avg: 38.26 / Max: 38.56Min: 38.17 / Avg: 38.26 / Max: 38.43Min: 38.27 / Avg: 38.36 / Max: 38.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 312.6912.6812.68MIN: 12.49 / MAX: 12.9MIN: 12.46 / MAX: 13MIN: 12.19 / MAX: 12.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc748121620Min: 12.68 / Avg: 12.69 / Max: 12.69Min: 12.66 / Avg: 12.68 / Max: 12.69Min: 12.67 / Avg: 12.68 / Max: 12.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc748121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 313.9913.9813.97MIN: 13.75 / MAX: 14.22MIN: 13.77 / MAX: 14.18MIN: 13.76 / MAX: 14.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc748121620Min: 13.98 / Avg: 13.99 / Max: 14Min: 13.97 / Avg: 13.98 / Max: 13.98Min: 13.97 / Avg: 13.97 / Max: 13.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 39.098.878.85MIN: 8.71 / MAX: 9.4MIN: 8.63 / MAX: 9.41MIN: 8.7 / MAX: 9.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215Min: 8.99 / Avg: 9.09 / Max: 9.26Min: 8.74 / Avg: 8.87 / Max: 9.04Min: 8.72 / Avg: 8.85 / Max: 9.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc73691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.9612.9612.96MIN: 12.92 / MAX: 13.3MIN: 12.93 / MAX: 13.03MIN: 12.75 / MAX: 13.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc748121620Min: 12.96 / Avg: 12.96 / Max: 12.97Min: 12.96 / Avg: 12.96 / Max: 12.97Min: 12.95 / Avg: 12.96 / Max: 12.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 326.3626.3526.34MIN: 26.16 / MAX: 27.42MIN: 26.13 / MAX: 26.42MIN: 26.1 / MAX: 26.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430Min: 26.34 / Avg: 26.36 / Max: 26.39Min: 26.34 / Avg: 26.35 / Max: 26.36Min: 26.33 / Avg: 26.34 / Max: 26.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.59181.18361.77542.36722.959SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 32.502.632.40MIN: 2.33 / MAX: 2.85MIN: 2.3 / MAX: 3.15MIN: 2.32 / MAX: 2.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 2.39 / Avg: 2.5 / Max: 2.68Min: 2.39 / Avg: 2.63 / Max: 2.77Min: 2.35 / Avg: 2.4 / Max: 2.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 336.0036.0035.98MIN: 35.4 / MAX: 36.14MIN: 35.53 / MAX: 36.38MIN: 35.73 / MAX: 36.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7816243240Min: 35.99 / Avg: 36 / Max: 36.02Min: 35.99 / Avg: 36 / Max: 36.01Min: 35.97 / Avg: 35.98 / Max: 361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74080120160200SE +/- 0.79, N = 3SE +/- 1.31, N = 3SE +/- 0.48, N = 3200.97199.43200.53MIN: 198.52 / MAX: 204.03MIN: 196.12 / MAX: 203.06MIN: 198.91 / MAX: 202.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc74080120160200Min: 199.4 / Avg: 200.97 / Max: 201.98Min: 196.89 / Avg: 199.43 / Max: 201.22Min: 199.77 / Avg: 200.53 / Max: 201.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 331.0831.0831.04MIN: 30.73 / MAX: 31.52MIN: 30.64 / MAX: 31.4MIN: 30.75 / MAX: 31.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7714212835Min: 31.08 / Avg: 31.08 / Max: 31.09Min: 31.07 / Avg: 31.08 / Max: 31.08Min: 31.01 / Avg: 31.04 / Max: 31.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71122334455SE +/- 0.10, N = 3SE +/- 0.38, N = 3SE +/- 1.14, N = 347.0346.3047.63MIN: 45.18 / MAX: 49.54MIN: 44.34 / MAX: 50.23MIN: 44.02 / MAX: 51.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71020304050Min: 46.86 / Avg: 47.03 / Max: 47.22Min: 45.8 / Avg: 46.3 / Max: 47.05Min: 45.37 / Avg: 47.63 / Max: 48.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720406080100SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 376.5376.4576.50MIN: 76.14 / MAX: 76.93MIN: 76.09 / MAX: 77.06MIN: 76.14 / MAX: 77.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71530456075Min: 76.51 / Avg: 76.53 / Max: 76.55Min: 76.41 / Avg: 76.45 / Max: 76.52Min: 76.49 / Avg: 76.5 / Max: 76.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc720406080100SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 377.6677.5477.49MIN: 67.05 / MAX: 78.42MIN: 76.22 / MAX: 90.26MIN: 76.01 / MAX: 85.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71530456075Min: 77.49 / Avg: 77.66 / Max: 77.89Min: 77.51 / Avg: 77.54 / Max: 77.6Min: 77.31 / Avg: 77.49 / Max: 77.621. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc770140210280350SE +/- 0.78, N = 3SE +/- 0.44, N = 3SE +/- 0.47, N = 3333.97332.92334.55MIN: 331.78 / MAX: 336.66MIN: 331.4 / MAX: 334.59MIN: 332.8 / MAX: 336.991. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc760120180240300Min: 332.88 / Avg: 333.97 / Max: 335.48Min: 332.09 / Avg: 332.92 / Max: 333.57Min: 333.98 / Avg: 334.55 / Max: 335.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc770140210280350SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3336.92337.04336.69MIN: 335.96 / MAX: 337.78MIN: 336.06 / MAX: 338.24MIN: 335.77 / MAX: 337.571. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc760120180240300Min: 336.68 / Avg: 336.92 / Max: 337.18Min: 336.99 / Avg: 337.04 / Max: 337.09Min: 336.65 / Avg: 336.69 / Max: 336.731. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Hierarchical INTegration

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

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc790M180M270M360M450MSE +/- 519615.72, N = 3SE +/- 164883.17, N = 3SE +/- 435348.42, N = 3400300104.24399197082.20400149515.661. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc770M140M210M280M350MMin: 399327401.76 / Avg: 400300104.24 / Max: 401103297.56Min: 398885173.7 / Avg: 399197082.2 / Max: 399445741.32Min: 399463294.99 / Avg: 400149515.66 / Max: 400956749.511. (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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71122334455SE +/- 0.17, N = 3SE +/- 0.74, N = 4SE +/- 0.70, N = 349.9750.0348.72
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71020304050Min: 49.64 / Avg: 49.97 / Max: 50.17Min: 48.26 / Avg: 50.03 / Max: 51.85Min: 47.34 / Avg: 48.72 / Max: 49.6

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71632486480SE +/- 0.34, N = 3SE +/- 0.27, N = 3SE +/- 2.46, N = 1267.3266.6072.87
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc71428425670Min: 66.78 / Avg: 67.32 / Max: 67.93Min: 66.24 / Avg: 66.6 / Max: 67.14Min: 66.5 / Avg: 72.87 / Max: 86.56

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 326.1826.2126.26
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7612182430Min: 26.17 / Avg: 26.18 / Max: 26.19Min: 26.2 / Avg: 26.21 / Max: 26.22Min: 26.13 / Avg: 26.26 / Max: 26.51

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc70.69531.39062.08592.78123.4765SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 33.063.093.03
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7246810Min: 3.01 / Avg: 3.06 / Max: 3.11Min: 3.04 / Avg: 3.09 / Max: 3.11Min: 2.98 / Avg: 3.03 / Max: 3.08

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 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7300K600K900K1200K1500KSE +/- 1039.74, N = 3SE +/- 4530.06, N = 3SE +/- 4649.70, N = 31355956.01357264.91356265.8
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7200K400K600K800K1000KMin: 1353953.8 / Avg: 1355956 / Max: 1357443.5Min: 1348761.4 / Avg: 1357264.93 / Max: 1364224.4Min: 1346985.7 / Avg: 1356265.8 / Max: 1361424.5

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7300K600K900K1200K1500KSE +/- 4913.72, N = 3SE +/- 4619.18, N = 3SE +/- 3688.75, N = 31479204.71475920.61478681.3
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.8.1Linux 5.8.1 RepeatLinux 5.9-rc7300K600K900K1200K1500KMin: 1471473.9 / Avg: 1479204.67 / Max: 1488324.6Min: 1466686.3 / Avg: 1475920.6 / Max: 1480775.2Min: 1472366.3 / Avg: 1478681.3 / Max: 1485142

77 Results Shown

RealSR-NCNN
LeelaChessZero:
  BLAS
  Eigen
  Rand
Dolfyn
FFTE
Timed HMMer Search
Timed MAFFT Alignment
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Lossless
  Quality 100, Highest Compression
  Quality 100, Lossless, Highest Compression
BYTE Unix Benchmark
LibRaw
eSpeak-NG Speech Engine
MPV:
  Big Buck Bunny Sunflower 4K - Software Only
  Big Buck Bunny Sunflower 1080p - Software Only
Apache CouchDB
GROMACS
PostgreSQL pgbench:
  1 - 1 - Read Only
  1 - 1 - Read Only - Average Latency
  1 - 1 - Read Write
  1 - 1 - Read Write - Average Latency
  1 - 50 - Read Only
  1 - 50 - Read Only - Average Latency
  1 - 50 - Read Write
  1 - 50 - Read Write - Average Latency
  100 - 1 - Read Only
  100 - 1 - Read Only - Average Latency
  100 - 1 - Read Write
  100 - 1 - Read Write - Average Latency
  100 - 50 - Read Only
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Write
  100 - 50 - Read Write - Average Latency
Caffe:
  AlexNet - CPU - 100
  AlexNet - CPU - 200
  GoogleNet - CPU - 100
  GoogleNet - CPU - 200
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  Vulkan GPU - squeezenet
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
Hierarchical INTegration
Mlpack Benchmark:
  scikit_ica
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000