Core i5 7600K NCNN

Intel Core i5-7600K testing with a Gigabyte Z270M-D3H-CF (F8d BIOS) and Gigabyte Intel HD 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 2012186-HA-COREI576010
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Triggered
  Test
  Duration
1
December 18 2020
  3 Hours, 19 Minutes
2
December 18 2020
  3 Hours, 19 Minutes
3
December 18 2020
  3 Hours, 19 Minutes
4
December 18 2020
  3 Hours, 19 Minutes
Invert Hiding All Results Option
  3 Hours, 19 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):


Core i5 7600K NCNNProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution1234Intel Core i5-7600K @ 4.20GHz (4 Cores)Gigabyte Z270M-D3H-CF (F8d BIOS)Intel Xeon E3-1200 v6/7th + Z2708GB250GB Samsung SSD 850Gigabyte Intel HD 630 3GB (1150MHz)Realtek ALC892DELL S2409WIntel I219-VUbuntu 20.045.9.0-050900rc7daily20200928-generic (x86_64) 20200927GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.81.2.131GCC 9.3.0ext41920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 powersave - CPU Microcode: 0xde - Thermald 1.9.1Security Details- 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: Mitigation of Clear buffers; SMT disabled

1234Result OverviewPhoronix Test Suite 10.4.0m1100%100%100%101%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNCPU - blazefaceVulkan GPU - efficientnet-b0Vulkan GPU-v3-v3 - mobilenet-v3Vulkan GPU - blazefaceCPU - vgg16Vulkan GPU - mobilenetCPU-v3-v3 - mobilenet-v3CPU - resnet18Vulkan GPU - squeezenet_ssdVulkan GPU - shufflenet-v2CPU - googlenetVulkan GPU - yolov4-tinyCPU-v2-v2 - mobilenet-v2Vulkan GPU-v2-v2 - mobilenet-v2CPU - efficientnet-b0Vulkan GPU - vgg16CPU - squeezenet_ssdVulkan GPU - mnasnetCPU - mnasnetCPU - yolov4-tinyVulkan GPU - googlenetVulkan GPU - resnet18CPU - mobilenetVulkan GPU - resnet50CPU - shufflenet-v2CPU - alexnetCPU - resnet50Vulkan GPU - regnety_400mCPU - regnety_400mVulkan GPU - alexnet

Core i5 7600K NCNNncnn: 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_400mncnn: 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-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400m123437.239.888.068.737.4913.292.1427.69152.6232.2326.8562.5353.5946.1414.4337.159.888.058.697.4513.232.1327.68152.9132.2426.8462.5353.3946.0214.4637.179.858.048.727.4713.282.1527.67153.0532.1926.9162.4653.4546.1714.4337.199.868.048.727.4613.292.1427.68153.3732.2526.8462.3853.5646.1214.4437.149.858.058.717.4713.252.1427.62153.3232.2726.8662.5453.4646.2714.4337.299.868.088.717.4613.322.1427.61153.2132.1726.8362.4153.4846.1914.4537.229.878.078.737.4713.262.1327.71153.2232.3126.8662.5953.5746.2114.4437.279.898.078.707.4713.292.1427.67152.9732.1826.8462.4553.4646.0614.46OpenBenchmarking.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 20201218Target: CPU - Model: mobilenet3241918273645SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 337.1437.1737.2237.23MIN: 36.9 / MAX: 39.3MIN: 36.94 / MAX: 38.46MIN: 37.01 / MAX: 39.38MIN: 36.92 / MAX: 39.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenet3241816243240Min: 37.09 / Avg: 37.14 / Max: 37.24Min: 37.11 / Avg: 37.17 / Max: 37.2Min: 37.11 / Avg: 37.22 / Max: 37.28Min: 37.08 / Avg: 37.23 / Max: 37.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v232413691215SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 39.859.859.879.88MIN: 9.71 / MAX: 11.68MIN: 9.71 / MAX: 11.37MIN: 9.74 / MAX: 11.35MIN: 9.76 / MAX: 17.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v232413691215Min: 9.8 / Avg: 9.85 / Max: 9.88Min: 9.78 / Avg: 9.85 / Max: 9.91Min: 9.81 / Avg: 9.87 / Max: 9.9Min: 9.82 / Avg: 9.88 / Max: 9.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v32314246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 38.048.058.068.07MIN: 7.91 / MAX: 9.61MIN: 7.94 / MAX: 9.69MIN: 7.94 / MAX: 9.84MIN: 7.98 / MAX: 9.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v323143691215Min: 7.98 / Avg: 8.04 / Max: 8.1Min: 8.03 / Avg: 8.05 / Max: 8.08Min: 8.04 / Avg: 8.06 / Max: 8.09Min: 8.05 / Avg: 8.07 / Max: 8.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v23214246810SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 38.718.728.738.73MIN: 8.68 / MAX: 9.01MIN: 8.67 / MAX: 9.45MIN: 8.66 / MAX: 11MIN: 8.67 / MAX: 9.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v232143691215Min: 8.71 / Avg: 8.71 / Max: 8.72Min: 8.7 / Avg: 8.72 / Max: 8.76Min: 8.71 / Avg: 8.73 / Max: 8.75Min: 8.7 / Avg: 8.73 / Max: 8.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet3241246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.477.477.477.49MIN: 7.39 / MAX: 9.78MIN: 7.42 / MAX: 7.68MIN: 7.41 / MAX: 7.57MIN: 7.4 / MAX: 7.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet32413691215Min: 7.45 / Avg: 7.47 / Max: 7.48Min: 7.46 / Avg: 7.47 / Max: 7.47Min: 7.46 / Avg: 7.47 / Max: 7.49Min: 7.45 / Avg: 7.49 / Max: 7.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b034213691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 313.2513.2613.2813.29MIN: 13.18 / MAX: 14.06MIN: 13.18 / MAX: 13.76MIN: 13.17 / MAX: 22.23MIN: 13.21 / MAX: 16.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0342148121620Min: 13.24 / Avg: 13.25 / Max: 13.27Min: 13.25 / Avg: 13.26 / Max: 13.26Min: 13.27 / Avg: 13.28 / Max: 13.29Min: 13.27 / Avg: 13.29 / Max: 13.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface41320.48380.96761.45141.93522.419SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.132.142.142.15MIN: 2.11 / MAX: 2.18MIN: 2.12 / MAX: 2.94MIN: 2.12 / MAX: 2.3MIN: 2.11 / MAX: 2.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface4132246810Min: 2.12 / Avg: 2.13 / Max: 2.14Min: 2.13 / Avg: 2.14 / Max: 2.16Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 2.13 / Avg: 2.15 / Max: 2.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet3214714212835SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 327.6227.6727.6927.71MIN: 27.45 / MAX: 29MIN: 27.54 / MAX: 29.95MIN: 27.52 / MAX: 36.99MIN: 27.59 / MAX: 29.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet3214612182430Min: 27.58 / Avg: 27.62 / Max: 27.64Min: 27.66 / Avg: 27.67 / Max: 27.69Min: 27.65 / Avg: 27.69 / Max: 27.72Min: 27.7 / Avg: 27.71 / Max: 27.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg161243306090120150SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3152.62153.05153.22153.32MIN: 151.6 / MAX: 162.07MIN: 152.01 / MAX: 163.38MIN: 152.47 / MAX: 161.11MIN: 152.53 / MAX: 162.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg161243306090120150Min: 152.01 / Avg: 152.62 / Max: 153.09Min: 152.34 / Avg: 153.05 / Max: 153.62Min: 152.97 / Avg: 153.22 / Max: 153.55Min: 153.07 / Avg: 153.32 / Max: 153.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet182134816243240SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 332.1932.2332.2732.31MIN: 32.01 / MAX: 33.89MIN: 32.05 / MAX: 33.73MIN: 32.05 / MAX: 34.57MIN: 32.02 / MAX: 35.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet182134714212835Min: 32.17 / Avg: 32.19 / Max: 32.23Min: 32.17 / Avg: 32.23 / Max: 32.36Min: 32.21 / Avg: 32.27 / Max: 32.37Min: 32.21 / Avg: 32.31 / Max: 32.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet1342612182430SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 326.8526.8626.8626.91MIN: 26.66 / MAX: 28.04MIN: 26.71 / MAX: 28.27MIN: 26.71 / MAX: 30.8MIN: 26.7 / MAX: 60.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet1342612182430Min: 26.81 / Avg: 26.85 / Max: 26.88Min: 26.84 / Avg: 26.86 / Max: 26.88Min: 26.83 / Avg: 26.86 / Max: 26.89Min: 26.85 / Avg: 26.91 / Max: 271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet5021341428425670SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 362.4662.5362.5462.59MIN: 62.1 / MAX: 63.95MIN: 62.16 / MAX: 72.37MIN: 62.24 / MAX: 71.97MIN: 62.22 / MAX: 72.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet5021341224364860Min: 62.35 / Avg: 62.46 / Max: 62.55Min: 62.44 / Avg: 62.53 / Max: 62.64Min: 62.49 / Avg: 62.54 / Max: 62.62Min: 62.53 / Avg: 62.59 / Max: 62.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny23411224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 353.4553.4653.5753.59MIN: 53.13 / MAX: 62.94MIN: 53.21 / MAX: 55.97MIN: 53.26 / MAX: 61.04MIN: 53.22 / MAX: 63.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny23411122334455Min: 53.42 / Avg: 53.45 / Max: 53.47Min: 53.44 / Avg: 53.46 / Max: 53.48Min: 53.44 / Avg: 53.57 / Max: 53.66Min: 53.51 / Avg: 53.59 / Max: 53.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd12431020304050SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 346.1446.1746.2146.27MIN: 45.85 / MAX: 49.51MIN: 45.9 / MAX: 47.99MIN: 45.94 / MAX: 78.91MIN: 45.98 / MAX: 76.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd1243918273645Min: 45.95 / Avg: 46.14 / Max: 46.28Min: 46.03 / Avg: 46.17 / Max: 46.38Min: 46.17 / Avg: 46.21 / Max: 46.27Min: 46.2 / Avg: 46.27 / Max: 46.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m123448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 314.4314.4314.4314.44MIN: 14.32 / MAX: 15.67MIN: 14.32 / MAX: 16.63MIN: 14.33 / MAX: 24.12MIN: 14.31 / MAX: 24.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m123448121620Min: 14.4 / Avg: 14.43 / Max: 14.45Min: 14.41 / Avg: 14.43 / Max: 14.46Min: 14.41 / Avg: 14.43 / Max: 14.46Min: 14.38 / Avg: 14.44 / Max: 14.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1243918273645SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 337.1537.1937.2737.29MIN: 36.86 / MAX: 38.04MIN: 36.98 / MAX: 39.44MIN: 37.03 / MAX: 46.93MIN: 37.06 / MAX: 47.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1243816243240Min: 37.03 / Avg: 37.15 / Max: 37.25Min: 37.11 / Avg: 37.19 / Max: 37.26Min: 37.23 / Avg: 37.27 / Max: 37.3Min: 37.22 / Avg: 37.29 / Max: 37.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v232143691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 39.869.869.889.89MIN: 9.71 / MAX: 11.14MIN: 9.72 / MAX: 11.28MIN: 9.69 / MAX: 11.52MIN: 9.72 / MAX: 11.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v232143691215Min: 9.85 / Avg: 9.86 / Max: 9.87Min: 9.84 / Avg: 9.86 / Max: 9.87Min: 9.84 / Avg: 9.88 / Max: 9.93Min: 9.87 / Avg: 9.89 / Max: 9.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v32143246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.048.058.078.08MIN: 7.93 / MAX: 9.28MIN: 7.93 / MAX: 17.96MIN: 7.95 / MAX: 10.38MIN: 7.97 / MAX: 10.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v321433691215Min: 8.01 / Avg: 8.04 / Max: 8.07Min: 8.02 / Avg: 8.05 / Max: 8.07Min: 8.06 / Avg: 8.07 / Max: 8.08Min: 8.05 / Avg: 8.08 / Max: 8.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v21432246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 38.698.708.718.72MIN: 8.66 / MAX: 8.99MIN: 8.67 / MAX: 9.11MIN: 8.66 / MAX: 9.47MIN: 8.67 / MAX: 10.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v214323691215Min: 8.69 / Avg: 8.69 / Max: 8.7Min: 8.69 / Avg: 8.7 / Max: 8.71Min: 8.7 / Avg: 8.71 / Max: 8.73Min: 8.7 / Avg: 8.72 / Max: 8.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet1234246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.457.467.467.47MIN: 7.38 / MAX: 8.87MIN: 7.4 / MAX: 8.12MIN: 7.4 / MAX: 8.09MIN: 7.41 / MAX: 8.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet12343691215Min: 7.44 / Avg: 7.45 / Max: 7.46Min: 7.45 / Avg: 7.46 / Max: 7.47Min: 7.46 / Avg: 7.46 / Max: 7.47Min: 7.45 / Avg: 7.47 / Max: 7.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b012433691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 313.2313.2913.2913.32MIN: 13.14 / MAX: 13.57MIN: 13.21 / MAX: 23.14MIN: 13.19 / MAX: 13.55MIN: 13.24 / MAX: 14.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0124348121620Min: 13.21 / Avg: 13.23 / Max: 13.25Min: 13.26 / Avg: 13.29 / Max: 13.33Min: 13.26 / Avg: 13.29 / Max: 13.31Min: 13.3 / Avg: 13.32 / Max: 13.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface12340.48150.9631.44451.9262.4075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.132.142.142.14MIN: 2.11 / MAX: 2.18MIN: 2.12 / MAX: 2.33MIN: 2.11 / MAX: 2.22MIN: 2.11 / MAX: 2.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface1234246810Min: 2.13 / Avg: 2.13 / Max: 2.14Min: 2.14 / Avg: 2.14 / Max: 2.15Min: 2.13 / Avg: 2.14 / Max: 2.15Min: 2.13 / Avg: 2.14 / Max: 2.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet3412714212835SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 327.6127.6727.6827.68MIN: 27.46 / MAX: 37.47MIN: 27.53 / MAX: 30.08MIN: 27.55 / MAX: 37.34MIN: 27.46 / MAX: 29.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet3412612182430Min: 27.58 / Avg: 27.61 / Max: 27.66Min: 27.64 / Avg: 27.67 / Max: 27.74Min: 27.64 / Avg: 27.68 / Max: 27.74Min: 27.61 / Avg: 27.68 / Max: 27.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg161432306090120150SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3152.91152.97153.21153.37MIN: 152.11 / MAX: 172.84MIN: 152.37 / MAX: 162.34MIN: 152.52 / MAX: 195.92MIN: 152.67 / MAX: 162.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg161432306090120150Min: 152.61 / Avg: 152.91 / Max: 153.39Min: 152.76 / Avg: 152.97 / Max: 153.15Min: 153.05 / Avg: 153.21 / Max: 153.41Min: 153.05 / Avg: 153.37 / Max: 153.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet183412714212835SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 332.1732.1832.2432.25MIN: 31.95 / MAX: 33.02MIN: 32.03 / MAX: 32.97MIN: 32.01 / MAX: 33.9MIN: 32.02 / MAX: 41.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet183412714212835Min: 32.11 / Avg: 32.17 / Max: 32.22Min: 32.16 / Avg: 32.18 / Max: 32.19Min: 32.16 / Avg: 32.24 / Max: 32.4Min: 32.17 / Avg: 32.25 / Max: 32.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet3124612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 326.8326.8426.8426.84MIN: 26.69 / MAX: 28.31MIN: 26.71 / MAX: 27.58MIN: 26.69 / MAX: 27.51MIN: 26.69 / MAX: 28.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet3124612182430Min: 26.82 / Avg: 26.83 / Max: 26.84Min: 26.83 / Avg: 26.84 / Max: 26.84Min: 26.82 / Avg: 26.84 / Max: 26.86Min: 26.83 / Avg: 26.84 / Max: 26.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet5023411428425670SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 362.3862.4162.4562.53MIN: 62.08 / MAX: 72.11MIN: 62.09 / MAX: 72.17MIN: 62.1 / MAX: 74.77MIN: 62.17 / MAX: 72.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet5023411224364860Min: 62.29 / Avg: 62.38 / Max: 62.47Min: 62.32 / Avg: 62.41 / Max: 62.51Min: 62.39 / Avg: 62.45 / Max: 62.51Min: 62.47 / Avg: 62.53 / Max: 62.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny14321224364860SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 353.3953.4653.4853.56MIN: 53.18 / MAX: 62.88MIN: 53.23 / MAX: 55.85MIN: 53.24 / MAX: 55.7MIN: 53.2 / MAX: 55.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny14321122334455Min: 53.38 / Avg: 53.39 / Max: 53.41Min: 53.38 / Avg: 53.46 / Max: 53.52Min: 53.42 / Avg: 53.48 / Max: 53.55Min: 53.43 / Avg: 53.56 / Max: 53.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd14231020304050SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 346.0246.0646.1246.19MIN: 45.82 / MAX: 46.68MIN: 45.89 / MAX: 47.29MIN: 45.92 / MAX: 55.25MIN: 45.9 / MAX: 48.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1423918273645Min: 45.95 / Avg: 46.02 / Max: 46.12Min: 46 / Avg: 46.06 / Max: 46.13Min: 46.09 / Avg: 46.12 / Max: 46.14Min: 46.04 / Avg: 46.19 / Max: 46.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m231448121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 314.4414.4514.4614.46MIN: 14.35 / MAX: 15.27MIN: 14.35 / MAX: 16.04MIN: 14.34 / MAX: 16.81MIN: 14.35 / MAX: 23.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m231448121620Min: 14.4 / Avg: 14.44 / Max: 14.47Min: 14.44 / Avg: 14.45 / Max: 14.46Min: 14.44 / Avg: 14.46 / Max: 14.47Min: 14.43 / Avg: 14.46 / Max: 14.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread