navi rx 5600 xt ncnn

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2012181-PTS-NAVIRX5631.

navi rx 5600 xt ncnnProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 560023AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.10.0-051000rc6daily20201205-generic (x86_64) 20201204GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0)1.2.145GCC 9.3.0ext43840x2160OpenBenchmarking.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: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009Security 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

navi rx 5600 xt ncnnncnn: 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_400mAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 56002312.154.404.094.453.915.301.8713.1957.0616.1710.9824.6521.2814.2117.9812.144.394.084.473.925.301.8312.4857.4214.0510.7824.3020.6814.4217.9112.664.414.074.463.915.301.7913.1057.4814.4711.0725.2122.4914.4617.97OpenBenchmarking.org

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600233691215SE +/- 0.17, N = 4SE +/- 0.12, N = 3SE +/- 0.02, N = 312.1512.1412.66MIN: 11.77 / MAX: 24.01MIN: 11.83 / MAX: 23.03MIN: 12.33 / MAX: 22.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600230.99231.98462.97693.96924.9615SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.02, N = 34.404.394.41MIN: 4.23 / MAX: 5.53MIN: 4.22 / MAX: 5.75MIN: 4.23 / MAX: 5.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600230.92031.84062.76093.68124.6015SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 34.094.084.07MIN: 4.02 / MAX: 14.96MIN: 4.02 / MAX: 6MIN: 4.02 / MAX: 5.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600231.00582.01163.01744.02325.029SE +/- 0.01, N = 4SE +/- 0.02, N = 3SE +/- 0.02, N = 34.454.474.46MIN: 4.39 / MAX: 5.05MIN: 4.38 / MAX: 5.94MIN: 4.33 / MAX: 13.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600230.8821.7642.6463.5284.41SE +/- 0.00, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 33.913.923.91MIN: 3.8 / MAX: 4.57MIN: 3.8 / MAX: 4.87MIN: 3.79 / MAX: 5.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600231.19252.3853.57754.775.9625SE +/- 0.01, N = 4SE +/- 0.03, N = 3SE +/- 0.03, N = 35.305.305.30MIN: 5.23 / MAX: 5.76MIN: 5.21 / MAX: 6.41MIN: 5.21 / MAX: 6.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600230.42080.84161.26241.68322.104SE +/- 0.05, N = 4SE +/- 0.03, N = 3SE +/- 0.01, N = 31.871.831.79MIN: 1.78 / MAX: 2.08MIN: 1.78 / MAX: 2.05MIN: 1.77 / MAX: 1.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600233691215SE +/- 0.68, N = 4SE +/- 0.03, N = 3SE +/- 0.65, N = 313.1912.4813.10MIN: 12.2 / MAX: 113.8MIN: 12.19 / MAX: 13.15MIN: 12.15 / MAX: 24.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600231326395265SE +/- 0.26, N = 4SE +/- 0.06, N = 3SE +/- 0.04, N = 357.0657.4257.48MIN: 55 / MAX: 83.04MIN: 56.33 / MAX: 59.92MIN: 56.39 / MAX: 59.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 56002348121620SE +/- 2.05, N = 4SE +/- 0.03, N = 3SE +/- 0.39, N = 316.1714.0514.47MIN: 13.97 / MAX: 641.01MIN: 13.9 / MAX: 14.59MIN: 13.98 / MAX: 16.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600233691215SE +/- 0.16, N = 4SE +/- 0.02, N = 3SE +/- 0.28, N = 310.9810.7811.07MIN: 10.71 / MAX: 12.5MIN: 10.68 / MAX: 11.37MIN: 10.69 / MAX: 11.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 560023612182430SE +/- 0.30, N = 4SE +/- 0.02, N = 3SE +/- 0.54, N = 324.6524.3025.21MIN: 23.95 / MAX: 36.11MIN: 24.01 / MAX: 25.96MIN: 23.9 / MAX: 96.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 560023510152025SE +/- 0.43, N = 4SE +/- 0.15, N = 3SE +/- 0.15, N = 321.2820.6822.49MIN: 20.26 / MAX: 63.57MIN: 20.28 / MAX: 25.83MIN: 21.84 / MAX: 23.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 56002348121620SE +/- 0.09, N = 4SE +/- 0.02, N = 3SE +/- 0.10, N = 314.2114.4214.46MIN: 13.77 / MAX: 14.94MIN: 14.09 / MAX: 25.89MIN: 14.03 / MAX: 14.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mAMD Ryzen 9 5950X 16-Core - AMD Radeon RX 56002348121620SE +/- 0.11, N = 4SE +/- 0.05, N = 3SE +/- 0.22, N = 317.9817.9117.97MIN: 17.63 / MAX: 44.7MIN: 17.67 / MAX: 19.14MIN: 17.53 / MAX: 28.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Phoronix Test Suite v10.8.4