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aOpenBenchmarking.orgPhoronix Test Suite 10.2.2AMD Ryzen 5 3600 6-Core @ 4.35GHz (6 Cores / 12 Threads)MSI B450M PRO-M2 MAX (MS-7B84) v2.0 (A.70 BIOS)AMD Starship/Matisse32GB1000GB CT1000P1SSD8 + 256GB SAMSUNG SSD 830 + 2000GB Seagate ST2000DM006-2DM1eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (645/810MHz)NVIDIA TU116 HD AudioBenQ GL2250Realtek RTL8111/8168/8411Ubuntu 20.045.4.0-48-generic (x86_64)KDE Plasma 5.18.5X Server 1.20.8NVIDIA 450.664.6.01.2.133GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionA 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: acpi-cpufreq ondemand - CPU Microcode: 0x8701021- 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

ancnn: 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-tinyb7.818.272.642.742.232.624.161.165.4615.743.414.378.6213.98OpenBenchmarking.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: Vulkan GPU - Model: squeezenetb246810SE +/- 0.82, N = 157.81MIN: 4.58 / MAX: 59.17

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetb246810SE +/- 0.78, N = 158.27MIN: 4.69 / MAX: 56.3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2b0.5941.1881.7822.3762.97SE +/- 0.29, N = 152.64MIN: 1.49 / MAX: 23.94

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3b0.61651.2331.84952.4663.0825SE +/- 0.27, N = 152.74MIN: 1.71 / MAX: 19.86

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2b0.50181.00361.50542.00722.509SE +/- 0.24, N = 152.23MIN: 1.33 / MAX: 20.12

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetb0.58951.1791.76852.3582.9475SE +/- 0.27, N = 152.62MIN: 1.54 / MAX: 23.12

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0b0.9361.8722.8083.7444.68SE +/- 0.35, N = 154.16MIN: 2.71 / MAX: 25.07

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceb0.2610.5220.7831.0441.305SE +/- 0.16, N = 151.16MIN: 0.64 / MAX: 26.74

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetb1.22852.4573.68554.9146.1425SE +/- 0.44, N = 155.46MIN: 3.59 / MAX: 26.86

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16b48121620SE +/- 0.56, N = 1515.74MIN: 11.85 / MAX: 37.1

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18b0.76731.53462.30193.06923.8365SE +/- 0.29, N = 153.41MIN: 2.2 / MAX: 19.23

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetb0.98331.96662.94993.93324.9165SE +/- 0.40, N = 144.37MIN: 2.4 / MAX: 23.92

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50b246810SE +/- 0.64, N = 158.62MIN: 4.82 / MAX: 24.55

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyb48121620SE +/- 1.16, N = 1513.98MIN: 8.56 / MAX: 54.19