nn tigerlake

Intel Core i7-1165G7 testing with a Dell 0GG9PT (1.2.5 BIOS) and Intel Xe TGL GT2 3GB on Ubuntu 21.04 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 2106185-IB-NNTIGERLA92
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nn tigerlakeProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolution123Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.2.5 BIOS)Intel Tiger Lake-LP16GBKioxia KBG40ZNS256G NVMe 256GBIntel Xe TGL GT2 3GB (1300MHz)Realtek ALC289Intel Wi-Fi 6 AX201Ubuntu 21.045.11.0-18-generic (x86_64)GNOME Shell 3.38.4X Server + Wayland4.6 Mesa 21.0.11.2.145GCC 10.3.0ext41920x1200OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/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-build-config=bootstrap-lto-lean --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: 0x6e - Thermald 2.4.3 Security Details- itlb_multihit: Not affected + 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: Not affected

123Result OverviewPhoronix Test Suite 10.4.0100%101%102%102%TNNNCNNMobile Neural Network

nn tigerlakemnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: 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: CPU - squeezenet_ssdncnn: CPU - regnety_400mtnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.11232.5224.88843.7067.3644.6425.06853.73624.054.834.865.275.659.512.1421.0864.9119.7017.1738.2335.3131.1812.044311.562300.65256.577271.4532.5174.93041.9237.4084.6095.04453.72723.314.784.845.636.119.162.0820.0663.3719.2316.6737.1934.3630.3511.784250.097302.07756.502271.7582.5164.90541.6167.3844.6085.04354.09423.494.795.045.676.149.222.1220.2163.4019.2916.7437.3734.4330.5211.833870.770298.90056.130272.100OpenBenchmarking.org

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV31230.56751.1351.70252.272.8375SE +/- 0.049, N = 12SE +/- 0.032, N = 12SE +/- 0.056, N = 112.5222.5172.516MIN: 1.89 / MAX: 17.89MIN: 2.08 / MAX: 18.91MIN: 1.89 / MAX: 32.261. (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 1.2Model: mobilenetV3123246810Min: 1.98 / Avg: 2.52 / Max: 2.61Min: 2.17 / Avg: 2.52 / Max: 2.57Min: 1.97 / Avg: 2.52 / Max: 2.641. (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 1.2Model: squeezenetv1.11231.10932.21863.32794.43725.5465SE +/- 0.092, N = 12SE +/- 0.090, N = 12SE +/- 0.107, N = 114.8884.9304.905MIN: 3.77 / MAX: 20.84MIN: 3.91 / MAX: 24.08MIN: 3.8 / MAX: 21.151. (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 1.2Model: squeezenetv1.1123246810Min: 3.88 / Avg: 4.89 / Max: 5Min: 4.04 / Avg: 4.93 / Max: 5.3Min: 3.88 / Avg: 4.91 / Max: 5.321. (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 1.2Model: resnet-v2-501231020304050SE +/- 1.72, N = 12SE +/- 0.20, N = 12SE +/- 0.24, N = 1143.7141.9241.62MIN: 35.18 / MAX: 213.56MIN: 39.81 / MAX: 66.78MIN: 32.18 / MAX: 85.231. (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 1.2Model: resnet-v2-50123918273645Min: 41.53 / Avg: 43.71 / Max: 62.51Min: 41.35 / Avg: 41.92 / Max: 43.41Min: 39.79 / Avg: 41.62 / Max: 43.321. (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 1.2Model: SqueezeNetV1.0123246810SE +/- 0.146, N = 12SE +/- 0.144, N = 12SE +/- 0.162, N = 117.3647.4087.384MIN: 5.37 / MAX: 23.38MIN: 5.34 / MAX: 24.23MIN: 5.46 / MAX: 27.351. (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 1.2Model: SqueezeNetV1.01233691215Min: 5.77 / Avg: 7.36 / Max: 7.6Min: 5.89 / Avg: 7.41 / Max: 7.87Min: 5.8 / Avg: 7.38 / Max: 7.851. (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 1.2Model: MobileNetV2_2241231.04452.0893.13354.1785.2225SE +/- 0.091, N = 12SE +/- 0.085, N = 12SE +/- 0.095, N = 114.6424.6094.608MIN: 3.54 / MAX: 20.57MIN: 3.5 / MAX: 20.45MIN: 3.59 / MAX: 19.151. (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 1.2Model: MobileNetV2_224123246810Min: 3.64 / Avg: 4.64 / Max: 4.78Min: 3.68 / Avg: 4.61 / Max: 4.73Min: 3.66 / Avg: 4.61 / Max: 4.731. (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 1.2Model: mobilenet-v1-1.01231.14032.28063.42094.56125.7015SE +/- 0.097, N = 12SE +/- 0.093, N = 12SE +/- 0.107, N = 115.0685.0445.043MIN: 3.74 / MAX: 20.37MIN: 3.84 / MAX: 21.17MIN: 3.73 / MAX: 21.641. (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 1.2Model: mobilenet-v1-1.0123246810Min: 4 / Avg: 5.07 / Max: 5.2Min: 4.03 / Avg: 5.04 / Max: 5.18Min: 3.98 / Avg: 5.04 / Max: 5.191. (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 1.2Model: inception-v31231224364860SE +/- 1.39, N = 12SE +/- 1.25, N = 12SE +/- 1.48, N = 1153.7453.7354.09MIN: 35.64 / MAX: 80.38MIN: 36.93 / MAX: 98.94MIN: 36.84 / MAX: 88.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v31231122334455Min: 38.77 / Avg: 53.74 / Max: 56.8Min: 40.36 / Avg: 53.73 / Max: 56.58Min: 39.65 / Avg: 54.09 / Max: 56.771. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mobilenet123612182430SE +/- 0.25, N = 3SE +/- 0.30, N = 12SE +/- 0.34, N = 1424.0523.3123.49MIN: 22.92 / MAX: 35.65MIN: 19.56 / MAX: 35.52MIN: 18.84 / MAX: 48.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mobilenet123612182430Min: 23.55 / Avg: 24.05 / Max: 24.3Min: 20.13 / Avg: 23.31 / Max: 24.23Min: 19.37 / Avg: 23.49 / Max: 24.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v2-v2 - Model: mobilenet-v21231.08682.17363.26044.34725.434SE +/- 0.10, N = 3SE +/- 0.01, N = 12SE +/- 0.02, N = 144.834.784.79MIN: 4.61 / MAX: 14.39MIN: 4.6 / MAX: 17.7MIN: 4.6 / MAX: 17.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v2-v2 - Model: mobilenet-v2123246810Min: 4.72 / Avg: 4.83 / Max: 5.02Min: 4.74 / Avg: 4.78 / Max: 4.91Min: 4.71 / Avg: 4.79 / Max: 5.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v3-v3 - Model: mobilenet-v31231.1342.2683.4024.5365.67SE +/- 0.39, N = 3SE +/- 0.11, N = 12SE +/- 0.11, N = 144.864.845.04MIN: 3.94 / MAX: 18.07MIN: 3.94 / MAX: 17.03MIN: 3.93 / MAX: 21.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU-v3-v3 - Model: mobilenet-v3123246810Min: 4.08 / Avg: 4.86 / Max: 5.27Min: 4.06 / Avg: 4.84 / Max: 5.12Min: 4.02 / Avg: 5.04 / Max: 61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: shufflenet-v21231.27582.55163.82745.10326.379SE +/- 0.45, N = 3SE +/- 0.12, N = 12SE +/- 0.11, N = 145.275.635.67MIN: 4.23 / MAX: 15.19MIN: 4.21 / MAX: 16MIN: 4.17 / MAX: 17.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: shufflenet-v2123246810Min: 4.36 / Avg: 5.27 / Max: 5.73Min: 4.37 / Avg: 5.63 / Max: 6.17Min: 4.33 / Avg: 5.67 / Max: 6.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mnasnet123246810SE +/- 0.64, N = 3SE +/- 0.16, N = 12SE +/- 0.14, N = 145.656.116.14MIN: 4.22 / MAX: 17.83MIN: 4.22 / MAX: 18.3MIN: 4.23 / MAX: 18.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: mnasnet123246810Min: 4.38 / Avg: 5.65 / Max: 6.33Min: 4.41 / Avg: 6.11 / Max: 6.74Min: 4.4 / Avg: 6.14 / Max: 6.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: efficientnet-b01233691215SE +/- 0.09, N = 3SE +/- 0.23, N = 12SE +/- 0.20, N = 149.519.169.22MIN: 8.98 / MAX: 21.98MIN: 6.55 / MAX: 21.3MIN: 6.55 / MAX: 23.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: efficientnet-b01233691215Min: 9.37 / Avg: 9.51 / Max: 9.67Min: 6.66 / Avg: 9.16 / Max: 10.01Min: 6.65 / Avg: 9.22 / Max: 9.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: blazeface1230.48150.9631.44451.9262.4075SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.04, N = 142.142.082.12MIN: 2 / MAX: 9.34MIN: 1.6 / MAX: 11.35MIN: 1.59 / MAX: 13.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: blazeface123246810Min: 2.13 / Avg: 2.14 / Max: 2.16Min: 1.62 / Avg: 2.08 / Max: 2.27Min: 1.62 / Avg: 2.12 / Max: 2.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: googlenet123510152025SE +/- 0.15, N = 3SE +/- 0.55, N = 12SE +/- 0.48, N = 1421.0820.0620.21MIN: 18.84 / MAX: 98.33MIN: 13.91 / MAX: 34.72MIN: 13.9 / MAX: 41.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: googlenet123510152025Min: 20.8 / Avg: 21.08 / Max: 21.3Min: 14.1 / Avg: 20.06 / Max: 21.76Min: 14.09 / Avg: 20.21 / Max: 21.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: vgg161231428425670SE +/- 0.25, N = 3SE +/- 1.15, N = 12SE +/- 1.00, N = 1464.9163.3763.40MIN: 61.82 / MAX: 86.57MIN: 49.84 / MAX: 80.12MIN: 49.31 / MAX: 88.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: vgg161231326395265Min: 64.42 / Avg: 64.91 / Max: 65.25Min: 51.33 / Avg: 63.37 / Max: 68.15Min: 50.48 / Avg: 63.4 / Max: 65.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet18123510152025SE +/- 0.03, N = 3SE +/- 0.49, N = 12SE +/- 0.42, N = 1419.7019.2319.29MIN: 17.55 / MAX: 32.7MIN: 13.64 / MAX: 34.33MIN: 13.6 / MAX: 33.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet18123510152025Min: 19.66 / Avg: 19.7 / Max: 19.75Min: 13.96 / Avg: 19.23 / Max: 20.92Min: 13.95 / Avg: 19.29 / Max: 20.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: alexnet12348121620SE +/- 0.10, N = 3SE +/- 0.34, N = 12SE +/- 0.30, N = 1417.1716.6716.74MIN: 15.16 / MAX: 29.41MIN: 12.68 / MAX: 30.48MIN: 12.65 / MAX: 29.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: alexnet12348121620Min: 16.99 / Avg: 17.17 / Max: 17.31Min: 13 / Avg: 16.67 / Max: 17.88Min: 12.95 / Avg: 16.74 / Max: 17.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet50123918273645SE +/- 0.10, N = 3SE +/- 0.78, N = 12SE +/- 0.68, N = 1438.2337.1937.37MIN: 35.21 / MAX: 57.11MIN: 27.55 / MAX: 59.64MIN: 26.32 / MAX: 55.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: resnet50123816243240Min: 38.06 / Avg: 38.23 / Max: 38.42Min: 28.57 / Avg: 37.19 / Max: 38.17Min: 28.54 / Avg: 37.37 / Max: 38.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: yolov4-tiny123816243240SE +/- 0.28, N = 3SE +/- 0.43, N = 12SE +/- 0.46, N = 1435.3134.3634.43MIN: 33.42 / MAX: 52.32MIN: 28.26 / MAX: 48.04MIN: 27.61 / MAX: 48.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: yolov4-tiny123816243240Min: 34.79 / Avg: 35.31 / Max: 35.73Min: 29.75 / Avg: 34.36 / Max: 35.56Min: 28.56 / Avg: 34.43 / Max: 35.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: squeezenet_ssd123714212835SE +/- 0.13, N = 3SE +/- 0.48, N = 12SE +/- 0.40, N = 1431.1830.3530.52MIN: 29.85 / MAX: 43.52MIN: 23.91 / MAX: 42.52MIN: 24.67 / MAX: 43.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: squeezenet_ssd123714212835Min: 30.94 / Avg: 31.18 / Max: 31.36Min: 25.1 / Avg: 30.35 / Max: 30.96Min: 25.32 / Avg: 30.52 / Max: 31.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: regnety_400m1233691215SE +/- 0.05, N = 3SE +/- 0.22, N = 12SE +/- 0.19, N = 1412.0411.7811.83MIN: 11.53 / MAX: 23.65MIN: 9.3 / MAX: 23.65MIN: 9.31 / MAX: 23.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210525Target: CPU - Model: regnety_400m12348121620Min: 11.96 / Avg: 12.04 / Max: 12.12Min: 9.47 / Avg: 11.78 / Max: 12.69Min: 9.47 / Avg: 11.83 / Max: 12.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

TNN

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNet1239001800270036004500SE +/- 21.76, N = 3SE +/- 60.03, N = 9SE +/- 48.05, N = 44311.564250.103870.77MIN: 4221.28 / MAX: 4431.6MIN: 3687.92 / MAX: 4426.47MIN: 3636.2 / MAX: 3991.031. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNet1237001400210028003500Min: 4286.22 / Avg: 4311.56 / Max: 4354.87Min: 3773.83 / Avg: 4250.1 / Max: 4358.07Min: 3736.45 / Avg: 3870.77 / Max: 3953.421. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v212370140210280350SE +/- 0.37, N = 3SE +/- 2.68, N = 3SE +/- 0.54, N = 3300.65302.08298.90MIN: 295.95 / MAX: 307.25MIN: 295.89 / MAX: 470.74MIN: 295.46 / MAX: 308.711. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v212350100150200250Min: 300.06 / Avg: 300.65 / Max: 301.32Min: 298.94 / Avg: 302.08 / Max: 307.4Min: 298.11 / Avg: 298.9 / Max: 299.941. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v21231326395265SE +/- 0.26, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 356.5856.5056.13MIN: 55.4 / MAX: 59.25MIN: 55.31 / MAX: 64.58MIN: 55.05 / MAX: 60.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v21231122334455Min: 56.2 / Avg: 56.58 / Max: 57.06Min: 56.43 / Avg: 56.5 / Max: 56.62Min: 55.94 / Avg: 56.13 / Max: 56.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.112360120180240300SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3271.45271.76272.10MIN: 266.58 / MAX: 278.81MIN: 267.75 / MAX: 279.55MIN: 267.33 / MAX: 280.741. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.112350100150200250Min: 271.05 / Avg: 271.45 / Max: 271.78Min: 271.64 / Avg: 271.76 / Max: 271.99Min: 271.67 / Avg: 272.1 / Max: 272.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl