vk plus more AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2012223-HA-VKPLUSMOR69 .
vk plus more Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution 1 Sapphire AMD Radeon RX 470 3 AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) AMD Starship/Matisse 16GB Samsung SSD 970 EVO 250GB Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz) AMD Ellesmere HDMI Audio VA2431 Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac Ubuntu 20.04 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 20.0.8 (LLVM 10.0.0) 1.2.128 GCC 9.3.0 ext4 1920x1080 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 ondemand (Boost: Enabled) - CPU Microcode: 0x8701021 Graphics Details - GLAMOR 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 STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
vk plus more vkmark: 1280 x 1024 vkmark: 1920 x 1080 clomp: Static OMP Speedup build-eigen: Time To Compile encode-ape: WAV To APE encode-ogg: WAV To Ogg encode-opus: WAV To Opus Encode ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m 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 encode-wavpack: WAV To WavPack 1 Sapphire AMD Radeon RX 470 3 5861 4378 40.5 70.427 11.193 17.928 6.936 17.47 6.00 5.30 5.88 5.44 7.72 2.44 19.14 65.20 18.06 13.68 30.23 27.68 18.96 24.75 17.30 5.98 5.12 5.88 5.31 7.61 2.45 19.22 65.12 18.30 14.37 30.18 27.22 18.91 24.98 11.938 5868 4375 41.4 70.654 11.092 18.239 6.968 17.44 5.98 5.13 5.89 5.45 7.60 2.40 18.84 65.41 18.03 14.01 30.30 27.37 19.06 24.83 17.49 6.00 5.14 5.91 5.30 7.62 2.45 19.16 65.15 18.30 14.51 30.33 28.43 19.14 25.09 11.954 5854 4377 42.0 70.733 11.147 18.036 7.030 17.54 5.99 5.13 5.87 5.30 7.59 2.46 19.12 65.42 18.49 14.12 30.27 27.90 18.97 24.97 17.03 5.98 5.13 5.99 5.37 7.69 2.39 19.48 65.15 18.24 14.40 29.99 27.51 18.90 24.92 11.929 OpenBenchmarking.org
VKMark Resolution: 1280 x 1024 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1280 x 1024 1 Sapphire AMD Radeon RX 470 3 1300 2600 3900 5200 6500 SE +/- 11.59, N = 3 SE +/- 9.56, N = 3 SE +/- 10.09, N = 3 5861 5868 5854 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
VKMark Resolution: 1920 x 1080 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1920 x 1080 1 Sapphire AMD Radeon RX 470 3 900 1800 2700 3600 4500 SE +/- 5.57, N = 3 SE +/- 1.67, N = 3 SE +/- 3.06, N = 3 4378 4375 4377 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup 1 Sapphire AMD Radeon RX 470 3 10 20 30 40 50 SE +/- 0.65, N = 3 SE +/- 0.36, N = 3 SE +/- 0.15, N = 3 40.5 41.4 42.0 1. (CC) gcc options: -fopenmp -O3 -lm
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile 1 Sapphire AMD Radeon RX 470 3 16 32 48 64 80 SE +/- 0.27, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 70.43 70.65 70.73
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE 1 Sapphire AMD Radeon RX 470 3 3 6 9 12 15 SE +/- 0.09, N = 5 SE +/- 0.09, N = 5 SE +/- 0.06, N = 5 11.19 11.09 11.15 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Ogg Audio Encoding WAV To Ogg OpenBenchmarking.org Seconds, Fewer Is Better Ogg Audio Encoding 1.3.4 WAV To Ogg 1 Sapphire AMD Radeon RX 470 3 4 8 12 16 20 SE +/- 0.23, N = 3 SE +/- 0.20, N = 3 SE +/- 0.17, N = 3 17.93 18.24 18.04 1. (CC) gcc options: -O2 -ffast-math -fsigned-char
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode 1 Sapphire AMD Radeon RX 470 3 2 4 6 8 10 SE +/- 0.075, N = 5 SE +/- 0.048, N = 5 SE +/- 0.081, N = 5 6.936 6.968 7.030 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet 1 Sapphire AMD Radeon RX 470 3 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.23, N = 3 17.47 17.44 17.54 MIN: 17.18 / MAX: 18.06 MIN: 17.09 / MAX: 21.2 MIN: 16.98 / MAX: 18.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 1 Sapphire AMD Radeon RX 470 3 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 6.00 5.98 5.99 MIN: 5.83 / MAX: 7.22 MIN: 5.82 / MAX: 7.14 MIN: 5.84 / MAX: 7.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 1 Sapphire AMD Radeon RX 470 3 1.1925 2.385 3.5775 4.77 5.9625 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 5.30 5.13 5.13 MIN: 5.05 / MAX: 80.16 MIN: 5.03 / MAX: 6.28 MIN: 5.05 / MAX: 6.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: shufflenet-v2 1 Sapphire AMD Radeon RX 470 3 1.3253 2.6506 3.9759 5.3012 6.6265 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 5.88 5.89 5.87 MIN: 5.77 / MAX: 6.58 MIN: 5.77 / MAX: 6.51 MIN: 5.77 / MAX: 6.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mnasnet 1 Sapphire AMD Radeon RX 470 3 1.2263 2.4526 3.6789 4.9052 6.1315 SE +/- 0.13, N = 3 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 5.44 5.45 5.30 MIN: 5.24 / MAX: 6.27 MIN: 5.24 / MAX: 84.68 MIN: 5.24 / MAX: 6.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: efficientnet-b0 1 Sapphire AMD Radeon RX 470 3 2 4 6 8 10 SE +/- 0.13, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 7.72 7.60 7.59 MIN: 7.47 / MAX: 8.08 MIN: 7.45 / MAX: 8.41 MIN: 7.49 / MAX: 8.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: blazeface 1 Sapphire AMD Radeon RX 470 3 0.5535 1.107 1.6605 2.214 2.7675 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 2.44 2.40 2.46 MIN: 2.36 / MAX: 2.71 MIN: 2.37 / MAX: 2.52 MIN: 2.36 / MAX: 2.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: googlenet 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.32, N = 3 SE +/- 0.06, N = 3 SE +/- 0.44, N = 3 19.14 18.84 19.12 MIN: 17.64 / MAX: 97.6 MIN: 17.79 / MAX: 51.79 MIN: 17.86 / MAX: 23.14 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: vgg16 1 Sapphire AMD Radeon RX 470 3 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.26, N = 3 65.20 65.41 65.42 MIN: 63.48 / MAX: 71.07 MIN: 63.71 / MAX: 102.04 MIN: 62.56 / MAX: 133.16 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet18 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 SE +/- 0.38, N = 3 18.06 18.03 18.49 MIN: 17.62 / MAX: 19.63 MIN: 17.87 / MAX: 18.72 MIN: 17.66 / MAX: 112.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: alexnet 1 Sapphire AMD Radeon RX 470 3 4 8 12 16 20 SE +/- 0.30, N = 3 SE +/- 0.24, N = 3 SE +/- 0.41, N = 3 13.68 14.01 14.12 MIN: 13.15 / MAX: 16.5 MIN: 13.4 / MAX: 17.29 MIN: 13.16 / MAX: 18.19 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet50 1 Sapphire AMD Radeon RX 470 3 7 14 21 28 35 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 30.23 30.30 30.27 MIN: 29.78 / MAX: 49.45 MIN: 29.86 / MAX: 49.49 MIN: 29.86 / MAX: 34.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: yolov4-tiny 1 Sapphire AMD Radeon RX 470 3 7 14 21 28 35 SE +/- 0.40, N = 3 SE +/- 0.06, N = 3 SE +/- 0.62, N = 3 27.68 27.37 27.90 MIN: 26.93 / MAX: 49.63 MIN: 26.99 / MAX: 28.28 MIN: 27 / MAX: 29.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: squeezenet_ssd 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 18.96 19.06 18.97 MIN: 18.45 / MAX: 22.59 MIN: 18.66 / MAX: 21.38 MIN: 18.55 / MAX: 20.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m 1 Sapphire AMD Radeon RX 470 3 6 12 18 24 30 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.14, N = 3 24.75 24.83 24.97 MIN: 24.35 / MAX: 27.14 MIN: 24.59 / MAX: 25.59 MIN: 24.57 / MAX: 56.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet 1 Sapphire AMD Radeon RX 470 3 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.21, N = 3 SE +/- 0.08, N = 3 17.30 17.49 17.03 MIN: 16.99 / MAX: 19.68 MIN: 16.91 / MAX: 32.2 MIN: 16.72 / MAX: 19.02 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 1 Sapphire AMD Radeon RX 470 3 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 5.98 6.00 5.98 MIN: 5.8 / MAX: 7.26 MIN: 5.84 / MAX: 7.41 MIN: 5.84 / MAX: 7.22 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 1 Sapphire AMD Radeon RX 470 3 1.1565 2.313 3.4695 4.626 5.7825 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 5.12 5.14 5.13 MIN: 5.05 / MAX: 6.27 MIN: 5.05 / MAX: 9.14 MIN: 5.05 / MAX: 7.54 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 1 Sapphire AMD Radeon RX 470 3 1.3478 2.6956 4.0434 5.3912 6.739 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 5.88 5.91 5.99 MIN: 5.79 / MAX: 6.5 MIN: 5.84 / MAX: 6.62 MIN: 5.77 / MAX: 44.73 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 1 Sapphire AMD Radeon RX 470 3 1.2083 2.4166 3.6249 4.8332 6.0415 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 5.31 5.30 5.37 MIN: 5.23 / MAX: 6.12 MIN: 5.22 / MAX: 5.95 MIN: 5.24 / MAX: 6.08 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 1 Sapphire AMD Radeon RX 470 3 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 7.61 7.62 7.69 MIN: 7.47 / MAX: 25.18 MIN: 7.5 / MAX: 10.02 MIN: 7.47 / MAX: 8.44 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 1 Sapphire AMD Radeon RX 470 3 0.5513 1.1026 1.6539 2.2052 2.7565 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 2.45 2.45 2.39 MIN: 2.36 / MAX: 2.64 MIN: 2.37 / MAX: 2.61 MIN: 2.36 / MAX: 2.59 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 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.30, N = 3 SE +/- 0.48, N = 3 SE +/- 0.29, N = 3 19.22 19.16 19.48 MIN: 17.85 / MAX: 50.26 MIN: 17.79 / MAX: 39.21 MIN: 17.72 / MAX: 43.7 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 1 Sapphire AMD Radeon RX 470 3 15 30 45 60 75 SE +/- 0.35, N = 3 SE +/- 0.15, N = 3 SE +/- 0.10, N = 3 65.12 65.15 65.15 MIN: 63.46 / MAX: 94.42 MIN: 63.47 / MAX: 105.5 MIN: 63.47 / MAX: 88.89 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 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.14, N = 3 18.30 18.30 18.24 MIN: 17.89 / MAX: 40 MIN: 17.91 / MAX: 51.97 MIN: 17.94 / MAX: 22.58 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 1 Sapphire AMD Radeon RX 470 3 4 8 12 16 20 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 SE +/- 0.15, N = 3 14.37 14.51 14.40 MIN: 13.82 / MAX: 17.9 MIN: 13.81 / MAX: 15.34 MIN: 13.87 / MAX: 16.31 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 1 Sapphire AMD Radeon RX 470 3 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.20, N = 3 SE +/- 0.16, N = 3 30.18 30.33 29.99 MIN: 29.84 / MAX: 32.94 MIN: 29.79 / MAX: 49.6 MIN: 29.47 / MAX: 34.46 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 1 Sapphire AMD Radeon RX 470 3 7 14 21 28 35 SE +/- 0.06, N = 3 SE +/- 0.55, N = 3 SE +/- 0.33, N = 3 27.22 28.43 27.51 MIN: 26.83 / MAX: 27.91 MIN: 27.1 / MAX: 29.48 MIN: 26.87 / MAX: 65.6 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 1 Sapphire AMD Radeon RX 470 3 5 10 15 20 25 SE +/- 0.13, N = 3 SE +/- 0.16, N = 3 SE +/- 0.13, N = 3 18.91 19.14 18.90 MIN: 18.38 / MAX: 19.74 MIN: 18.45 / MAX: 61.76 MIN: 18.29 / MAX: 19.82 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 1 Sapphire AMD Radeon RX 470 3 6 12 18 24 30 SE +/- 0.23, N = 3 SE +/- 0.08, N = 3 SE +/- 0.11, N = 3 24.98 25.09 24.92 MIN: 24.45 / MAX: 108.43 MIN: 24.79 / MAX: 36.35 MIN: 24.59 / MAX: 27.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack 1 Sapphire AMD Radeon RX 470 3 3 6 9 12 15 SE +/- 0.02, N = 5 SE +/- 0.08, N = 5 SE +/- 0.09, N = 5 11.94 11.95 11.93 1. (CXX) g++ options: -rdynamic
Phoronix Test Suite v10.8.4