NCNN 103

Intel Core i9-10980XE testing with a ASRock X299 Steel Legend (P1.30 BIOS) and NVIDIA NV132 11GB on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009258-PTS-NCNN103856
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September 25 2020
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September 25 2020
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September 25 2020
  52 Minutes
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NCNN 103ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution123Intel Core i9-10980XE @ 4.80GHz (18 Cores / 36 Threads)ASRock X299 Steel Legend (P1.30 BIOS)Intel Sky Lake-E DMI3 Registers32GBSamsung SSD 970 PRO 512GBNVIDIA NV132 11GBRealtek ALC1220ASUS MG28UIntel I219-V + Intel I211Ubuntu 20.105.4.0-42-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8nouveau 1.0.164.3 Mesa 20.1.5GCC 10.2.0ext43840x2160OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-Fb4d6e/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-Fb4d6e/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_pstate performance - CPU Microcode: 0x5002f01Security Details- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

123Result OverviewPhoronix Test Suite100%102%104%106%107%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNCPU - mnasnetCPU-v2-v2 - mobilenet-v2CPU-v3-v3 - mobilenet-v3CPU - resnet18CPU - googlenetCPU - alexnetCPU - efficientnet-b0CPU - vgg16CPU - resnet50CPU - blazefaceCPU - shufflenet-v2CPU - mobilenetCPU - yolov4-tinyCPU - squeezenet

NCNN 103ncnn: 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-tiny12314.1516.385.945.215.105.377.442.2314.9441.2611.9911.1121.2124.0114.0216.596.105.345.055.507.302.2214.8140.9812.0111.0521.6823.7614.0616.435.685.045.035.127.242.1914.2740.3211.4210.7621.2023.96OpenBenchmarking.org

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: squeezenet12348121620SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 414.1514.0214.06MIN: 13.97 / MAX: 14.4MIN: 13.88 / MAX: 14.2MIN: 13.5 / MAX: 28.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet12348121620Min: 14.08 / Avg: 14.15 / Max: 14.29Min: 14.01 / Avg: 14.02 / Max: 14.03Min: 13.61 / Avg: 14.06 / Max: 14.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12348121620SE +/- 0.14, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 416.3816.5916.43MIN: 16.14 / MAX: 16.83MIN: 16.12 / MAX: 17.46MIN: 16.01 / MAX: 17.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12348121620Min: 16.24 / Avg: 16.38 / Max: 16.66Min: 16.21 / Avg: 16.59 / Max: 17.33Min: 16.12 / Avg: 16.43 / Max: 17.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2123246810SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 45.946.105.68MIN: 5.42 / MAX: 10.31MIN: 5.51 / MAX: 14.13MIN: 5.26 / MAX: 10.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2123246810Min: 5.79 / Avg: 5.94 / Max: 6.06Min: 5.85 / Avg: 6.1 / Max: 6.32Min: 5.49 / Avg: 5.68 / Max: 5.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v31231.20152.4033.60454.8066.0075SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 45.215.345.04MIN: 4.76 / MAX: 8.58MIN: 4.97 / MAX: 11.88MIN: 4.75 / MAX: 14.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3123246810Min: 5.01 / Avg: 5.21 / Max: 5.35Min: 5.2 / Avg: 5.34 / Max: 5.47Min: 4.87 / Avg: 5.04 / Max: 5.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v21231.14752.2953.44254.595.7375SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 45.105.055.03MIN: 4.75 / MAX: 9.12MIN: 4.79 / MAX: 8.61MIN: 4.72 / MAX: 8.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2123246810Min: 5.07 / Avg: 5.1 / Max: 5.13Min: 4.89 / Avg: 5.05 / Max: 5.16Min: 4.95 / Avg: 5.03 / Max: 5.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet1231.23752.4753.71254.956.1875SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 45.375.505.12MIN: 4.94 / MAX: 11MIN: 4.92 / MAX: 8.82MIN: 4.76 / MAX: 14.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet123246810Min: 5.25 / Avg: 5.37 / Max: 5.49Min: 5.25 / Avg: 5.5 / Max: 5.72Min: 5.02 / Avg: 5.12 / Max: 5.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0123246810SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 47.447.307.24MIN: 6.81 / MAX: 9.43MIN: 6.93 / MAX: 7.73MIN: 6.65 / MAX: 8.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b01233691215Min: 7.25 / Avg: 7.44 / Max: 7.65Min: 7.17 / Avg: 7.3 / Max: 7.52Min: 6.77 / Avg: 7.24 / Max: 7.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface1230.50181.00361.50542.00722.509SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 42.232.222.19MIN: 2.13 / MAX: 3.13MIN: 2.12 / MAX: 2.36MIN: 2.07 / MAX: 3.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface123246810Min: 2.19 / Avg: 2.23 / Max: 2.3Min: 2.18 / Avg: 2.22 / Max: 2.31Min: 2.18 / Avg: 2.19 / Max: 2.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12348121620SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 414.9414.8114.27MIN: 14.76 / MAX: 15.78MIN: 13.64 / MAX: 29.11MIN: 13.48 / MAX: 15.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12348121620Min: 14.84 / Avg: 14.94 / Max: 15.03Min: 14.58 / Avg: 14.81 / Max: 14.96Min: 13.54 / Avg: 14.27 / Max: 15.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16123918273645SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.35, N = 441.2640.9840.32MIN: 40.75 / MAX: 56.31MIN: 40.76 / MAX: 42.75MIN: 39.6 / MAX: 46.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16123918273645Min: 40.96 / Avg: 41.26 / Max: 41.46Min: 40.88 / Avg: 40.98 / Max: 41.08Min: 39.73 / Avg: 40.32 / Max: 41.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet181233691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.35, N = 411.9912.0111.42MIN: 11.9 / MAX: 13.68MIN: 11.92 / MAX: 12.23MIN: 10.74 / MAX: 12.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet181233691215Min: 11.96 / Avg: 11.99 / Max: 12.02Min: 11.99 / Avg: 12.01 / Max: 12.03Min: 10.8 / Avg: 11.42 / Max: 12.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet1233691215SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 411.1111.0510.76MIN: 11 / MAX: 28.29MIN: 11.01 / MAX: 11.2MIN: 10.42 / MAX: 11.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet1233691215Min: 11.08 / Avg: 11.11 / Max: 11.16Min: 11.05 / Avg: 11.05 / Max: 11.06Min: 10.46 / Avg: 10.76 / Max: 11.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50123510152025SE +/- 0.52, N = 3SE +/- 0.01, N = 3SE +/- 0.36, N = 421.2121.6821.20MIN: 19.99 / MAX: 24.83MIN: 21.46 / MAX: 22.82MIN: 20.06 / MAX: 39.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50123510152025Min: 20.16 / Avg: 21.21 / Max: 21.75Min: 21.67 / Avg: 21.68 / Max: 21.71Min: 20.32 / Avg: 21.2 / Max: 21.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny123612182430SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 424.0123.7623.96MIN: 23.07 / MAX: 27.47MIN: 23.01 / MAX: 27.59MIN: 22.97 / MAX: 28.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny123612182430Min: 23.83 / Avg: 24.01 / Max: 24.21Min: 23.64 / Avg: 23.76 / Max: 24.01Min: 23.53 / Avg: 23.96 / Max: 24.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread