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&sor&grt .
navi rx 5600 xt ncnn Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 2 3 AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 + 2000GB AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz) AMD Navi 10 HDMI Audio ASUS MG28U Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.10.0-051000rc6daily20201205-generic (x86_64) 20201204 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 21.0.0-devel (git-e6a6620 2020-12-17 focal-oibaf-ppa) (LLVM 11.0.0) 1.2.145 GCC 9.3.0 ext4 3840x2160 OpenBenchmarking.org Compiler 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: 0xa201009 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: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
navi rx 5600 xt ncnn ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 2 3 12.15 4.40 4.09 4.45 3.91 5.30 1.87 13.19 57.06 16.17 10.98 24.65 21.28 14.21 17.98 12.14 4.39 4.08 4.47 3.92 5.30 1.83 12.48 57.42 14.05 10.78 24.30 20.68 14.42 17.91 12.66 4.41 4.07 4.46 3.91 5.30 1.79 13.10 57.48 14.47 11.07 25.21 22.49 14.46 17.97 OpenBenchmarking.org
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 3 6 9 12 15 SE +/- 0.12, N = 3 SE +/- 0.17, N = 4 SE +/- 0.02, N = 3 12.14 12.15 12.66 MIN: 11.83 / MAX: 23.03 MIN: 11.77 / MAX: 24.01 MIN: 12.33 / MAX: 22.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 0.9923 1.9846 2.9769 3.9692 4.9615 SE +/- 0.01, N = 3 SE +/- 0.01, N = 4 SE +/- 0.02, N = 3 4.39 4.40 4.41 MIN: 4.22 / MAX: 5.75 MIN: 4.23 / MAX: 5.53 MIN: 4.23 / MAX: 5.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 3 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 0.9203 1.8406 2.7609 3.6812 4.6015 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 4 4.07 4.08 4.09 MIN: 4.02 / MAX: 5.79 MIN: 4.02 / MAX: 6 MIN: 4.02 / MAX: 14.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 2 1.0058 2.0116 3.0174 4.0232 5.029 SE +/- 0.01, N = 4 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 4.45 4.46 4.47 MIN: 4.39 / MAX: 5.05 MIN: 4.33 / MAX: 13.43 MIN: 4.38 / MAX: 5.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 2 0.882 1.764 2.646 3.528 4.41 SE +/- 0.00, N = 4 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 3.91 3.91 3.92 MIN: 3.8 / MAX: 4.57 MIN: 3.79 / MAX: 5.3 MIN: 3.8 / MAX: 4.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 2 3 1.1925 2.385 3.5775 4.77 5.9625 SE +/- 0.01, N = 4 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 5.30 5.30 5.30 MIN: 5.23 / MAX: 5.76 MIN: 5.21 / MAX: 6.41 MIN: 5.21 / MAX: 6.53 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: blazeface 3 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 0.4208 0.8416 1.2624 1.6832 2.104 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 4 1.79 1.83 1.87 MIN: 1.77 / MAX: 1.85 MIN: 1.78 / MAX: 2.05 MIN: 1.78 / MAX: 2.08 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: googlenet 2 3 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.65, N = 3 SE +/- 0.68, N = 4 12.48 13.10 13.19 MIN: 12.19 / MAX: 13.15 MIN: 12.15 / MAX: 24.35 MIN: 12.2 / MAX: 113.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 2 3 13 26 39 52 65 SE +/- 0.26, N = 4 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 57.06 57.42 57.48 MIN: 55 / MAX: 83.04 MIN: 56.33 / MAX: 59.92 MIN: 56.39 / MAX: 59.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet18 2 3 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.39, N = 3 SE +/- 2.05, N = 4 14.05 14.47 16.17 MIN: 13.9 / MAX: 14.59 MIN: 13.98 / MAX: 16.13 MIN: 13.97 / MAX: 641.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.16, N = 4 SE +/- 0.28, N = 3 10.78 10.98 11.07 MIN: 10.68 / MAX: 11.37 MIN: 10.71 / MAX: 12.5 MIN: 10.69 / MAX: 11.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet50 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.30, N = 4 SE +/- 0.54, N = 3 24.30 24.65 25.21 MIN: 24.01 / MAX: 25.96 MIN: 23.95 / MAX: 36.11 MIN: 23.9 / MAX: 96.46 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny 2 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 3 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.43, N = 4 SE +/- 0.15, N = 3 20.68 21.28 22.49 MIN: 20.28 / MAX: 25.83 MIN: 20.26 / MAX: 63.57 MIN: 21.84 / MAX: 23.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 2 3 4 8 12 16 20 SE +/- 0.09, N = 4 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 14.21 14.42 14.46 MIN: 13.77 / MAX: 14.94 MIN: 14.09 / MAX: 25.89 MIN: 14.03 / MAX: 14.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m 2 3 AMD Ryzen 9 5950X 16-Core - AMD Radeon RX 5600 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.22, N = 3 SE +/- 0.11, N = 4 17.91 17.97 17.98 MIN: 17.67 / MAX: 19.14 MIN: 17.53 / MAX: 28.93 MIN: 17.63 / MAX: 44.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Phoronix Test Suite v10.8.5