ncnn 103 renoir

AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB 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 2009259-FI-NCNN103RE45
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September 25 2020
  8 Hours, 39 Minutes
2
September 25 2020
  8 Hours, 55 Minutes
\3
September 25 2020
  7 Hours, 27 Minutes
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1

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102
Security Notes: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

2

\3

Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe

OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

ncnn 103 renoirProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution12\3AMD Ryzen 5 4500U @ 2.38GHz (6 Cores)LENOVO LNVNB161216 (EECN20WW BIOS)AMD Renoir Root Complex16GB256GB SKHynix_HFM256GDHTNI-87A0BAMD Renoir 512MB (1500/400MHz)AMD Device 1637Realtek RTL8822CE 802.11ac PCIeUbuntu 20.045.9.0-050900rc6-generic (x86_64) 20200920GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.8 (LLVM 10.0.0)1.2.128GCC 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,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: acpi-cpufreq ondemand - CPU Microcode: 0x8600102 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

12\3Result OverviewPhoronix Test Suite100%103%106%109%112%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNCPU - googlenetCPU - blazefaceCPU - efficientnet-b0CPU - shufflenet-v2CPU - resnet50CPU - mnasnetCPU - squeezenetCPU - resnet18CPU-v2-v2 - mobilenet-v2CPU-v3-v3 - mobilenet-v3Vulkan GPU - blazefaceVulkan GPU - mobilenetVulkan GPU - squeezenetVulkan GPU - shufflenet-v2CPU - alexnetCPU - yolov4-tinyVulkan GPU-v3-v3 - mobilenet-v3Vulkan GPU - mnasnetVulkan GPU - efficientnet-b0Vulkan GPU - yolov4-tinyVulkan GPU-v2-v2 - mobilenet-v2CPU - mobilenetVulkan GPU - alexnetCPU - vgg16Vulkan GPU - resnet50Vulkan GPU - resnet18Vulkan GPU - googlenetVulkan GPU - vgg16

ncnn 103 renoirncnn: 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-tiny12\325.4027.968.337.665.647.1311.712.1230.69109.7827.8622.8351.5247.7858.3540.2313.8514.748.5814.7826.283.0145.12341.4543.9041.0394.0088.4727.0527.838.728.006.087.5612.182.2334.42109.9729.6522.5955.5848.0259.0941.3413.9214.748.6314.8826.143.0245.10341.6143.9740.9694.0288.6025.5527.868.317.705.597.0211.011.9932.06110.1428.3522.7051.4747.5559.5541.3413.8514.848.7014.8026.152.9145.08341.5143.9341.1594.1588.14OpenBenchmarking.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: squeezenet12\3612182430SE +/- 0.82, N = 15SE +/- 1.29, N = 15SE +/- 0.50, N = 1225.4027.0525.55MIN: 22.3 / MAX: 78.12MIN: 22.56 / MAX: 74.76MIN: 22.78 / MAX: 82.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet12\3612182430Min: 23.79 / Avg: 25.4 / Max: 36.64Min: 23.8 / Avg: 27.05 / Max: 41.18Min: 23.75 / Avg: 25.55 / Max: 30.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12\3714212835SE +/- 0.20, N = 15SE +/- 0.31, N = 15SE +/- 0.14, N = 1227.9627.8327.86MIN: 25.24 / MAX: 84.63MIN: 25.22 / MAX: 90.5MIN: 25.33 / MAX: 80.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12\3612182430Min: 27.03 / Avg: 27.96 / Max: 29.57Min: 26.73 / Avg: 27.83 / Max: 31.71Min: 26.99 / Avg: 27.86 / Max: 28.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v212\3246810SE +/- 0.45, N = 15SE +/- 0.63, N = 15SE +/- 0.54, N = 128.338.728.31MIN: 6.85 / MAX: 52.01MIN: 6.91 / MAX: 28.78MIN: 7.03 / MAX: 75.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v212\33691215Min: 7.42 / Avg: 8.33 / Max: 14.16Min: 7.21 / Avg: 8.72 / Max: 14.76Min: 7.4 / Avg: 8.31 / Max: 14.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v312\3246810SE +/- 0.57, N = 15SE +/- 0.70, N = 15SE +/- 0.68, N = 127.668.007.70MIN: 5.86 / MAX: 42.15MIN: 5.96 / MAX: 27.25MIN: 6.14 / MAX: 35.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v312\33691215Min: 6.43 / Avg: 7.66 / Max: 13.27Min: 6.09 / Avg: 8 / Max: 13.25Min: 6.55 / Avg: 7.7 / Max: 12.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v212\3246810SE +/- 0.51, N = 15SE +/- 0.59, N = 15SE +/- 0.56, N = 125.646.085.59MIN: 4 / MAX: 40.47MIN: 4.05 / MAX: 45.96MIN: 4.15 / MAX: 41.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v212\3246810Min: 4.4 / Avg: 5.64 / Max: 9.87Min: 4.27 / Avg: 6.08 / Max: 10.21Min: 4.48 / Avg: 5.59 / Max: 9.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet12\3246810SE +/- 0.61, N = 15SE +/- 0.70, N = 15SE +/- 0.59, N = 117.137.567.02MIN: 5.37 / MAX: 39.85MIN: 5.44 / MAX: 65.85MIN: 5.41 / MAX: 56.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet12\33691215Min: 5.86 / Avg: 7.13 / Max: 13.06Min: 5.86 / Avg: 7.56 / Max: 13.08Min: 5.9 / Avg: 7.02 / Max: 12.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b012\33691215SE +/- 0.88, N = 15SE +/- 1.06, N = 15SE +/- 0.81, N = 1211.7112.1811.01MIN: 9.08 / MAX: 64.34MIN: 9.12 / MAX: 56MIN: 9.23 / MAX: 28.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b012\348121620Min: 9.74 / Avg: 11.71 / Max: 20.03Min: 9.56 / Avg: 12.18 / Max: 20.22Min: 9.76 / Avg: 11.01 / Max: 19.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface12\30.50181.00361.50542.00722.509SE +/- 0.23, N = 15SE +/- 0.26, N = 15SE +/- 0.24, N = 122.122.231.99MIN: 1.4 / MAX: 25.87MIN: 1.41 / MAX: 18.29MIN: 1.4 / MAX: 12.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface12\3246810Min: 1.57 / Avg: 2.12 / Max: 3.97Min: 1.45 / Avg: 2.23 / Max: 3.96Min: 1.49 / Avg: 1.99 / Max: 3.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12\3816243240SE +/- 2.14, N = 15SE +/- 2.90, N = 15SE +/- 2.58, N = 1230.6934.4232.06MIN: 25.02 / MAX: 78.91MIN: 24.98 / MAX: 84.54MIN: 25.06 / MAX: 87.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12\3714212835Min: 26.86 / Avg: 30.69 / Max: 51.11Min: 25.73 / Avg: 34.42 / Max: 53.58Min: 27.39 / Avg: 32.06 / Max: 51.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1612\320406080100SE +/- 0.16, N = 15SE +/- 0.11, N = 15SE +/- 0.12, N = 12109.78109.97110.14MIN: 107.35 / MAX: 165.01MIN: 107.94 / MAX: 171.02MIN: 108.22 / MAX: 166.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1612\320406080100Min: 108.41 / Avg: 109.78 / Max: 110.35Min: 109.04 / Avg: 109.97 / Max: 110.76Min: 109.36 / Avg: 110.14 / Max: 110.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1812\3714212835SE +/- 0.45, N = 15SE +/- 1.38, N = 15SE +/- 0.80, N = 1227.8629.6528.35MIN: 25.55 / MAX: 73.66MIN: 25.78 / MAX: 103.77MIN: 25.75 / MAX: 67.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1812\3714212835Min: 26.81 / Avg: 27.86 / Max: 34.02Min: 26.31 / Avg: 29.65 / Max: 43.82Min: 26.69 / Avg: 28.35 / Max: 371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet12\3510152025SE +/- 0.08, N = 15SE +/- 0.06, N = 15SE +/- 0.12, N = 1222.8322.5922.70MIN: 21.56 / MAX: 55.14MIN: 21.5 / MAX: 72.7MIN: 21.54 / MAX: 81.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet12\3510152025Min: 22.1 / Avg: 22.83 / Max: 23.14Min: 22.04 / Avg: 22.59 / Max: 22.93Min: 21.73 / Avg: 22.7 / Max: 23.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5012\31224364860SE +/- 2.30, N = 15SE +/- 3.32, N = 15SE +/- 1.51, N = 1251.5255.5851.47MIN: 43.66 / MAX: 127.16MIN: 43.74 / MAX: 150.58MIN: 43.61 / MAX: 114.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5012\31122334455Min: 47.43 / Avg: 51.52 / Max: 83.19Min: 47.39 / Avg: 55.58 / Max: 90.57Min: 48.53 / Avg: 51.47 / Max: 67.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny12\31122334455SE +/- 0.11, N = 15SE +/- 0.60, N = 15SE +/- 0.24, N = 1247.7848.0247.55MIN: 44.57 / MAX: 106.09MIN: 44.37 / MAX: 106.39MIN: 44.49 / MAX: 103.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny12\31020304050Min: 46.96 / Avg: 47.78 / Max: 48.35Min: 45.89 / Avg: 48.02 / Max: 55.91Min: 45.62 / Avg: 47.55 / Max: 48.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet12\31326395265SE +/- 0.28, N = 3SE +/- 0.52, N = 3SE +/- 0.36, N = 358.3559.0959.55MIN: 54.44 / MAX: 82.33MIN: 54.96 / MAX: 82.53MIN: 55.21 / MAX: 89.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet12\31224364860Min: 57.9 / Avg: 58.35 / Max: 58.85Min: 58.51 / Avg: 59.09 / Max: 60.13Min: 58.83 / Avg: 59.55 / Max: 59.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet12\3918273645SE +/- 0.14, N = 3SE +/- 0.34, N = 3SE +/- 0.44, N = 340.2341.3441.34MIN: 37.07 / MAX: 49.33MIN: 36.51 / MAX: 63.34MIN: 36.53 / MAX: 63.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet12\3918273645Min: 39.96 / Avg: 40.23 / Max: 40.44Min: 40.87 / Avg: 41.34 / Max: 42.01Min: 40.64 / Avg: 41.34 / Max: 42.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v212\348121620SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 313.8513.9213.85MIN: 13.53 / MAX: 14.73MIN: 13.4 / MAX: 14.63MIN: 13.5 / MAX: 35.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v212\348121620Min: 13.81 / Avg: 13.85 / Max: 13.93Min: 13.9 / Avg: 13.92 / Max: 13.94Min: 13.76 / Avg: 13.85 / Max: 13.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v312\348121620SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 314.7414.7414.84MIN: 14.31 / MAX: 15.67MIN: 14.35 / MAX: 16.12MIN: 14.43 / MAX: 16.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v312\348121620Min: 14.67 / Avg: 14.74 / Max: 14.85Min: 14.7 / Avg: 14.74 / Max: 14.81Min: 14.82 / Avg: 14.84 / Max: 14.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v212\3246810SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 38.588.638.70MIN: 8.01 / MAX: 9.73MIN: 8.17 / MAX: 9.48MIN: 8.23 / MAX: 27.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v212\33691215Min: 8.41 / Avg: 8.58 / Max: 8.68Min: 8.57 / Avg: 8.63 / Max: 8.67Min: 8.68 / Avg: 8.7 / Max: 8.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet12\348121620SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 214.7814.8814.80MIN: 14.42 / MAX: 15.55MIN: 14.5 / MAX: 37.09MIN: 14.5 / MAX: 15.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet12\348121620Min: 14.72 / Avg: 14.78 / Max: 14.83Min: 14.81 / Avg: 14.88 / Max: 14.95Min: 14.76 / Avg: 14.8 / Max: 14.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b012\3612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 326.2826.1426.15MIN: 25.83 / MAX: 27.38MIN: 25.77 / MAX: 27.43MIN: 25.76 / MAX: 49.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b012\3612182430Min: 26.18 / Avg: 26.28 / Max: 26.4Min: 26.11 / Avg: 26.14 / Max: 26.2Min: 26.06 / Avg: 26.15 / Max: 26.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface12\30.67951.3592.03852.7183.3975SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 33.013.022.91MIN: 2.85 / MAX: 3.13MIN: 2.86 / MAX: 3.56MIN: 2.85 / MAX: 3.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface12\3246810Min: 2.89 / Avg: 3.01 / Max: 3.08Min: 2.9 / Avg: 3.02 / Max: 3.08Min: 2.89 / Avg: 2.91 / Max: 2.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet12\31020304050SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 345.1245.1045.08MIN: 44.57 / MAX: 46.4MIN: 44.47 / MAX: 45.95MIN: 44.43 / MAX: 46.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet12\3918273645Min: 45.09 / Avg: 45.12 / Max: 45.14Min: 45.09 / Avg: 45.1 / Max: 45.12Min: 45.05 / Avg: 45.08 / Max: 45.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg1612\370140210280350SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3341.45341.61341.51MIN: 339.9 / MAX: 342.89MIN: 339.88 / MAX: 364.66MIN: 339.68 / MAX: 362.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg1612\360120180240300Min: 341.41 / Avg: 341.45 / Max: 341.48Min: 341.53 / Avg: 341.61 / Max: 341.76Min: 341.47 / Avg: 341.51 / Max: 341.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet1812\31020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 343.9043.9743.93MIN: 42.99 / MAX: 44.76MIN: 42.99 / MAX: 65.03MIN: 42.94 / MAX: 45.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet1812\3918273645Min: 43.85 / Avg: 43.9 / Max: 43.95Min: 43.92 / Avg: 43.97 / Max: 44.03Min: 43.88 / Avg: 43.93 / Max: 43.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet12\3918273645SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 341.0340.9641.15MIN: 38.21 / MAX: 43.48MIN: 38.03 / MAX: 62.17MIN: 38.4 / MAX: 64.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet12\3918273645Min: 40.94 / Avg: 41.03 / Max: 41.12Min: 40.95 / Avg: 40.96 / Max: 40.97Min: 41.01 / Avg: 41.15 / Max: 41.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet5012\320406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 394.0094.0294.15MIN: 92.98 / MAX: 95.21MIN: 92.75 / MAX: 95.06MIN: 93.06 / MAX: 116.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet5012\320406080100Min: 93.97 / Avg: 94 / Max: 94.04Min: 93.98 / Avg: 94.02 / Max: 94.06Min: 94 / Avg: 94.15 / Max: 94.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny12\320406080100SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.61, N = 388.4788.6088.14MIN: 81.35 / MAX: 178.76MIN: 82.72 / MAX: 112.4MIN: 81.92 / MAX: 112.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny12\320406080100Min: 88.08 / Avg: 88.47 / Max: 88.77Min: 88.31 / Avg: 88.6 / Max: 88.83Min: 86.98 / Avg: 88.14 / Max: 89.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

1

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102
Security Notes: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 September 2020 12:03 by user phoronix.

2

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102
Security Notes: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 September 2020 14:20 by user phoronix.

\3

Processor: AMD Ryzen 5 4500U @ 2.38GHz (6 Cores), Motherboard: LENOVO LNVNB161216 (EECN20WW BIOS), Chipset: AMD Renoir Root Complex, Memory: 16GB, Disk: 256GB SKHynix_HFM256GDHTNI-87A0B, Graphics: AMD Renoir 512MB (1500/400MHz), Audio: AMD Device 1637, Network: Realtek RTL8822CE 802.11ac PCIe

OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102
Security Notes: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 25 September 2020 15:03 by user phoronix.