NCNN Haswell

Intel Core i7-4558U testing with a ASUS UX301LAA v1.0 (UX301LAA.209 BIOS) and ASUS Intel Iris 5100 2GB on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009241-FI-NCNNHASWE87
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HSW 1
September 24 2020
  5 Hours, 44 Minutes
HSW 2
September 24 2020
  5 Hours, 45 Minutes
HSW 3
September 24 2020
  5 Hours, 44 Minutes
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NCNN HaswellOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-4558U @ 3.30GHz (2 Cores / 4 Threads)ASUS UX301LAA v1.0 (UX301LAA.209 BIOS)Intel Haswell-ULT DRAM8GB2 x 128GB SanDisk SD6SP1M1ASUS Intel Iris 5100 2GB (1200MHz)Intel Haswell-ULT HD AudioLQ133T1JW14Intel 7260Ubuntu 20.045.9.0-050900rc6daily20200922-generic (x86_64) 20200921GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.5 Mesa 20.0.8GCC 9.3.0ext42560x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionNCNN Haswell 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_cpufreq ondemand - CPU Microcode: 0x26- itlb_multihit: KVM: Mitigation of VMX unsupported + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

HSW 1HSW 2HSW 3Result OverviewPhoronix Test Suite100%101%101%102%102%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNCPU - yolov4-tinyCPU-v3-v3 - mobilenet-v3CPU - shufflenet-v2CPU-v2-v2 - mobilenet-v2CPU - mnasnetCPU - alexnetCPU - vgg16CPU - squeezenetCPU - blazefaceCPU - resnet18CPU - resnet50CPU - googlenetCPU - efficientnet-b0CPU - mobilenet

NCNN Haswellncnn: 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-tinyHSW 1HSW 2HSW 387.1360.0115.1813.339.1214.0022.063.71119.03634.8685.0739.72253.7882.2986.9360.0215.2313.399.1213.9822.043.72119.19637.0484.9139.83254.2283.5787.3259.9715.1513.279.1713.9322.063.72119.05637.7384.8839.64254.0381.90OpenBenchmarking.org

NCNN

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetHSW 1HSW 2HSW 320406080100SE +/- 0.32, N = 3SE +/- 0.24, N = 3SE +/- 0.32, N = 387.1386.9387.32MIN: 85.97 / MAX: 106.19MIN: 85.88 / MAX: 107.27MIN: 86.1 / MAX: 107.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetHSW 1HSW 2HSW 320406080100Min: 86.64 / Avg: 87.13 / Max: 87.72Min: 86.51 / Avg: 86.93 / Max: 87.35Min: 86.74 / Avg: 87.32 / Max: 87.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetHSW 1HSW 2HSW 31326395265SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 360.0160.0259.97MIN: 59.06 / MAX: 82.07MIN: 59.09 / MAX: 82.03MIN: 58.97 / MAX: 80.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetHSW 1HSW 2HSW 31224364860Min: 59.76 / Avg: 60.01 / Max: 60.28Min: 59.92 / Avg: 60.02 / Max: 60.13Min: 59.57 / Avg: 59.97 / Max: 60.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2HSW 1HSW 2HSW 348121620SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 315.1815.2315.15MIN: 14.77 / MAX: 38.85MIN: 14.88 / MAX: 20.65MIN: 14.7 / MAX: 37.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2HSW 1HSW 2HSW 348121620Min: 15.06 / Avg: 15.18 / Max: 15.31Min: 15.18 / Avg: 15.23 / Max: 15.31Min: 14.92 / Avg: 15.15 / Max: 15.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3HSW 1HSW 2HSW 33691215SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 313.3313.3913.27MIN: 12.91 / MAX: 17.38MIN: 12.93 / MAX: 33.66MIN: 13.04 / MAX: 15.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3HSW 1HSW 2HSW 348121620Min: 13.09 / Avg: 13.33 / Max: 13.63Min: 13.32 / Avg: 13.39 / Max: 13.49Min: 13.17 / Avg: 13.27 / Max: 13.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2HSW 1HSW 2HSW 33691215SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 39.129.129.17MIN: 8.95 / MAX: 12.86MIN: 8.96 / MAX: 11.36MIN: 9.03 / MAX: 11.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2HSW 1HSW 2HSW 33691215Min: 9.02 / Avg: 9.12 / Max: 9.19Min: 9.04 / Avg: 9.12 / Max: 9.28Min: 9.1 / Avg: 9.17 / Max: 9.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetHSW 1HSW 2HSW 348121620SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 314.0013.9813.93MIN: 13.66 / MAX: 27.2MIN: 13.58 / MAX: 17.05MIN: 13.68 / MAX: 18.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetHSW 1HSW 2HSW 348121620Min: 13.93 / Avg: 14 / Max: 14.05Min: 13.78 / Avg: 13.98 / Max: 14.08Min: 13.83 / Avg: 13.93 / Max: 14.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0HSW 1HSW 2HSW 3510152025SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 322.0622.0422.06MIN: 21.71 / MAX: 25.52MIN: 21.6 / MAX: 27.12MIN: 21.69 / MAX: 41.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0HSW 1HSW 2HSW 3510152025Min: 21.88 / Avg: 22.06 / Max: 22.32Min: 21.86 / Avg: 22.04 / Max: 22.39Min: 21.97 / Avg: 22.06 / Max: 22.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceHSW 1HSW 2HSW 30.8371.6742.5113.3484.185SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 33.713.723.72MIN: 3.61 / MAX: 6.26MIN: 3.61 / MAX: 6.1MIN: 3.62 / MAX: 9.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceHSW 1HSW 2HSW 3246810Min: 3.7 / Avg: 3.71 / Max: 3.72Min: 3.7 / Avg: 3.72 / Max: 3.75Min: 3.69 / Avg: 3.72 / Max: 3.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetHSW 1HSW 2HSW 3306090120150SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3119.03119.19119.05MIN: 117.98 / MAX: 140.93MIN: 118.04 / MAX: 144.95MIN: 117.86 / MAX: 181.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetHSW 1HSW 2HSW 320406080100Min: 118.9 / Avg: 119.03 / Max: 119.11Min: 119.08 / Avg: 119.19 / Max: 119.36Min: 118.94 / Avg: 119.05 / Max: 119.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16HSW 1HSW 2HSW 3140280420560700SE +/- 3.58, N = 3SE +/- 1.46, N = 3SE +/- 2.20, N = 3634.86637.04637.73MIN: 625.9 / MAX: 664.01MIN: 632.43 / MAX: 665.9MIN: 630.45 / MAX: 668.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16HSW 1HSW 2HSW 3110220330440550Min: 628.96 / Avg: 634.86 / Max: 641.32Min: 635.29 / Avg: 637.04 / Max: 639.93Min: 633.4 / Avg: 637.73 / Max: 640.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18HSW 1HSW 2HSW 320406080100SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 385.0784.9184.88MIN: 84.18 / MAX: 133.7MIN: 84.04 / MAX: 104.37MIN: 84.12 / MAX: 103.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18HSW 1HSW 2HSW 31632486480Min: 84.94 / Avg: 85.07 / Max: 85.17Min: 84.82 / Avg: 84.91 / Max: 84.98Min: 84.8 / Avg: 84.88 / Max: 84.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetHSW 1HSW 2HSW 3918273645SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 339.7239.8339.64MIN: 39.22 / MAX: 59.68MIN: 39.16 / MAX: 55.99MIN: 39.22 / MAX: 60.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetHSW 1HSW 2HSW 3816243240Min: 39.49 / Avg: 39.72 / Max: 39.88Min: 39.54 / Avg: 39.83 / Max: 40.06Min: 39.54 / Avg: 39.64 / Max: 39.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50HSW 1HSW 2HSW 360120180240300SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.22, N = 3253.78254.22254.03MIN: 252.24 / MAX: 273.05MIN: 252.27 / MAX: 359.83MIN: 252.18 / MAX: 274.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50HSW 1HSW 2HSW 350100150200250Min: 253.75 / Avg: 253.78 / Max: 253.81Min: 253.9 / Avg: 254.22 / Max: 254.53Min: 253.67 / Avg: 254.03 / Max: 254.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyHSW 1HSW 2HSW 320406080100SE +/- 0.45, N = 3SE +/- 0.41, N = 3SE +/- 0.23, N = 382.2983.5781.90MIN: 80.49 / MAX: 104.51MIN: 81.93 / MAX: 102.86MIN: 80.6 / MAX: 97.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyHSW 1HSW 2HSW 31632486480Min: 81.45 / Avg: 82.29 / Max: 82.98Min: 82.99 / Avg: 83.57 / Max: 84.36Min: 81.56 / Avg: 81.9 / Max: 82.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread