3900XT AMD Ryzen 9 3900XT 12-Core testing with a MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS) and AMD Radeon RX 56/64 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009257-PTS-3900XT1234&sor&gru .
3900XT Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution 1 2 3 AMD Ryzen 9 3900XT 12-Core @ 3.80GHz (12 Cores / 24 Threads) MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.94 BIOS) AMD Starship/Matisse 16GB 500GB Seagate FireCuda 520 SSD ZP500GM30002 AMD Radeon RX 56/64 8GB (1630/945MHz) AMD Vega 10 HDMI Audio ASUS MG28U Realtek Device 2600 + Realtek Device 3000 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921 GNOME Shell 3.36.4 X Server 1.20.8 amdgpu 19.1.0 4.6 Mesa 20.3.0-devel (git-31f75aa 2020-08-28 focal-oibaf-ppa) (LLVM 10.0.1) 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,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: 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
3900XT mpv: Big Buck Bunny Sunflower 4K - Software Only mpv: Big Buck Bunny Sunflower 1080p - Software Only webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression ncnn: CPU - squeezenet 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: Vulkan GPU - squeezenet 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 tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes dcraw: RAW To PPM Image Conversion espeak: Text-To-Speech Synthesis 1 2 3 644.02 2129.61 1.393 2.129 15.242 6.794 32.169 15.74 16.19 5.36 4.73 4.85 4.79 6.56 1.91 16.86 66.59 16.06 15.99 27.22 27.77 4.70 7.74 2.50 3.51 2.27 2.68 10.60 0.86 5.66 11.56 2.08 3.91 5.96 10.76 245.474 227.262 9.889 63.571 38.104 26.506 641.54 2108.26 1.399 2.167 15.611 6.617 31.478 15.92 16.24 5.40 4.77 4.84 4.83 6.59 1.92 16.98 66.58 16.15 16.10 27.48 28.09 4.71 7.77 2.49 3.50 2.28 2.67 10.61 0.85 5.75 11.78 2.10 3.93 6.15 10.66 241.860 228.779 9.763 63.704 36.972 26.594 642.80 2116.86 1.409 2.149 15.566 6.745 32.264 15.76 16.11 5.37 4.72 4.87 4.84 6.58 1.91 16.95 66.93 16.27 16.05 27.40 27.96 4.69 7.67 2.50 3.52 2.26 2.69 10.40 0.86 5.72 11.69 2.10 3.92 6.25 10.69 243.312 231.185 9.796 63.364 37.977 26.848 OpenBenchmarking.org
MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only 1 3 2 140 280 420 560 700 SE +/- 0.87, N = 3 SE +/- 0.67, N = 3 SE +/- 0.58, N = 3 644.02 642.80 641.54 MIN: 413.76 / MAX: 799.95 MIN: 428.54 / MAX: 799.95 MIN: 428.54 / MAX: 799.95 1. mpv 0.32.0
MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only 1 3 2 500 1000 1500 2000 2500 SE +/- 12.58, N = 3 SE +/- 1.72, N = 3 SE +/- 17.65, N = 3 2129.61 2116.86 2108.26 MIN: 1199.91 / MAX: 3999.84 MIN: 1199.92 / MAX: 3999.84 MIN: 1199.9 / MAX: 3999.84 1. mpv 0.32.0
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default 1 2 3 0.317 0.634 0.951 1.268 1.585 SE +/- 0.020, N = 4 SE +/- 0.017, N = 3 SE +/- 0.021, N = 3 1.393 1.399 1.409 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 1 3 2 0.4876 0.9752 1.4628 1.9504 2.438 SE +/- 0.027, N = 3 SE +/- 0.032, N = 4 SE +/- 0.001, N = 3 2.129 2.149 2.167 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless 1 3 2 4 8 12 16 20 SE +/- 0.18, N = 3 SE +/- 0.23, N = 3 SE +/- 0.15, N = 3 15.24 15.57 15.61 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression 2 3 1 2 4 6 8 10 SE +/- 0.099, N = 4 SE +/- 0.084, N = 3 SE +/- 0.105, N = 3 6.617 6.745 6.794 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression 2 1 3 7 14 21 28 35 SE +/- 0.49, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 31.48 32.17 32.26 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 1 3 2 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 15.74 15.76 15.92 MIN: 15.46 / MAX: 16.99 MIN: 15.5 / MAX: 17.37 MIN: 15.5 / MAX: 17.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet 3 1 2 4 8 12 16 20 SE +/- 0.16, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 16.11 16.19 16.24 MIN: 15.63 / MAX: 25.94 MIN: 15.91 / MAX: 22.49 MIN: 15.89 / MAX: 17.22 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 1 3 2 1.215 2.43 3.645 4.86 6.075 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 5.36 5.37 5.40 MIN: 5.22 / MAX: 6.72 MIN: 5.23 / MAX: 7.33 MIN: 5.21 / MAX: 30.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 3 1 2 1.0733 2.1466 3.2199 4.2932 5.3665 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 4.72 4.73 4.77 MIN: 4.66 / MAX: 6.47 MIN: 4.65 / MAX: 6.22 MIN: 4.65 / MAX: 6.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 2 1 3 1.0958 2.1916 3.2874 4.3832 5.479 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 4.84 4.85 4.87 MIN: 4.76 / MAX: 6.29 MIN: 4.76 / MAX: 5.88 MIN: 4.78 / MAX: 14.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet 1 2 3 1.089 2.178 3.267 4.356 5.445 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 4.79 4.83 4.84 MIN: 4.68 / MAX: 17.17 MIN: 4.68 / MAX: 6.42 MIN: 4.7 / MAX: 20.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 1 3 2 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 6.56 6.58 6.59 MIN: 6.46 / MAX: 8.6 MIN: 6.45 / MAX: 8.29 MIN: 6.43 / MAX: 7.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface 1 3 2 0.432 0.864 1.296 1.728 2.16 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 1.91 1.91 1.92 MIN: 1.87 / MAX: 2.01 MIN: 1.88 / MAX: 3.87 MIN: 1.88 / MAX: 1.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet 1 3 2 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 16.86 16.95 16.98 MIN: 16.51 / MAX: 17.6 MIN: 16.52 / MAX: 47 MIN: 16.51 / MAX: 22.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 2 1 3 15 30 45 60 75 SE +/- 0.23, N = 3 SE +/- 0.08, N = 3 SE +/- 0.08, N = 3 66.58 66.59 66.93 MIN: 65.6 / MAX: 73.97 MIN: 65.75 / MAX: 94.17 MIN: 65.55 / MAX: 113.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 1 2 3 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 16.06 16.15 16.27 MIN: 15.94 / MAX: 17.35 MIN: 15.93 / MAX: 19.39 MIN: 15.97 / MAX: 16.52 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet 1 3 2 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.00, N = 2 SE +/- 0.05, N = 3 15.99 16.05 16.10 MIN: 15.87 / MAX: 17.63 MIN: 15.94 / MAX: 17.14 MIN: 15.95 / MAX: 16.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 1 3 2 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.29, N = 3 SE +/- 0.13, N = 3 27.22 27.40 27.48 MIN: 26.97 / MAX: 39.06 MIN: 26.92 / MAX: 31.84 MIN: 27.02 / MAX: 28.37 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny 1 3 2 7 14 21 28 35 SE +/- 0.03, N = 3 SE +/- 0.18, N = 3 SE +/- 0.12, N = 3 27.77 27.96 28.09 MIN: 27.56 / MAX: 29.72 MIN: 27.55 / MAX: 38.95 MIN: 27.69 / MAX: 46.24 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet 3 1 2 1.0598 2.1196 3.1794 4.2392 5.299 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 4.69 4.70 4.71 MIN: 4.48 / MAX: 10.84 MIN: 4.51 / MAX: 6.08 MIN: 4.5 / MAX: 7.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet 3 1 2 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 7.67 7.74 7.77 MIN: 5.54 / MAX: 8.84 MIN: 5.59 / MAX: 16.26 MIN: 5.52 / MAX: 21.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 2 1 3 0.5625 1.125 1.6875 2.25 2.8125 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.49 2.50 2.50 MIN: 2.47 / MAX: 2.87 MIN: 2.47 / MAX: 3.29 MIN: 2.47 / MAX: 3.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 2 1 3 0.792 1.584 2.376 3.168 3.96 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 3.50 3.51 3.52 MIN: 3.47 / MAX: 4.45 MIN: 3.47 / MAX: 4.61 MIN: 3.46 / MAX: 6.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 3 1 2 0.513 1.026 1.539 2.052 2.565 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 2.26 2.27 2.28 MIN: 2.24 / MAX: 3.13 MIN: 2.24 / MAX: 2.68 MIN: 2.24 / MAX: 5.63 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet 2 1 3 0.6053 1.2106 1.8159 2.4212 3.0265 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 2.67 2.68 2.69 MIN: 2.65 / MAX: 3.08 MIN: 2.64 / MAX: 3.42 MIN: 2.64 / MAX: 3.73 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 3 1 2 3 6 9 12 15 SE +/- 0.27, N = 3 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 10.40 10.60 10.61 MIN: 8.75 / MAX: 28.02 MIN: 8.76 / MAX: 25.78 MIN: 8.78 / MAX: 26.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface 2 1 3 0.1935 0.387 0.5805 0.774 0.9675 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.85 0.86 0.86 MIN: 0.84 / MAX: 1.44 MIN: 0.84 / MAX: 2.18 MIN: 0.84 / MAX: 1.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet 1 3 2 1.2938 2.5876 3.8814 5.1752 6.469 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.13, N = 3 5.66 5.72 5.75 MIN: 5.53 / MAX: 13.59 MIN: 5.53 / MAX: 20.01 MIN: 5.53 / MAX: 21.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 1 3 2 3 6 9 12 15 SE +/- 0.15, N = 3 SE +/- 0.39, N = 3 SE +/- 0.37, N = 3 11.56 11.69 11.78 MIN: 9.54 / MAX: 33.99 MIN: 9.58 / MAX: 32 MIN: 9.57 / MAX: 40 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 1 2 3 0.4725 0.945 1.4175 1.89 2.3625 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 2.08 2.10 2.10 MIN: 1.99 / MAX: 2.8 MIN: 2.01 / MAX: 3.12 MIN: 2.01 / MAX: 2.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet 1 3 2 0.8843 1.7686 2.6529 3.5372 4.4215 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.91 3.92 3.93 MIN: 3.78 / MAX: 4.94 MIN: 3.81 / MAX: 4.96 MIN: 3.8 / MAX: 5.08 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 1 2 3 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.09, N = 3 5.96 6.15 6.25 MIN: 5.85 / MAX: 14.29 MIN: 5.83 / MAX: 16.87 MIN: 5.83 / MAX: 20.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny 2 3 1 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 10.66 10.69 10.76 MIN: 10.41 / MAX: 15.15 MIN: 10.41 / MAX: 15.57 MIN: 10.51 / MAX: 19.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 2 3 1 50 100 150 200 250 SE +/- 1.15, N = 3 SE +/- 2.08, N = 3 SE +/- 3.64, N = 3 241.86 243.31 245.47 MIN: 232.76 / MAX: 269.11 MIN: 232.67 / MAX: 266.31 MIN: 233.9 / MAX: 271.91 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 1 2 3 50 100 150 200 250 SE +/- 0.22, N = 3 SE +/- 3.52, N = 3 SE +/- 3.31, N = 3 227.26 228.78 231.19 MIN: 226.42 / MAX: 228.33 MIN: 223.79 / MAX: 236.95 MIN: 224.89 / MAX: 238.47 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 2 3 1 3 6 9 12 15 SE +/- 0.028, N = 3 SE +/- 0.015, N = 3 SE +/- 0.020, N = 3 9.763 9.796 9.889
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes 3 1 2 14 28 42 56 70 SE +/- 0.64, N = 3 SE +/- 0.65, N = 3 SE +/- 0.64, N = 3 63.36 63.57 63.70
dcraw RAW To PPM Image Conversion OpenBenchmarking.org Seconds, Fewer Is Better dcraw RAW To PPM Image Conversion 2 3 1 9 18 27 36 45 SE +/- 0.33, N = 3 SE +/- 0.53, N = 3 SE +/- 0.49, N = 3 36.97 37.98 38.10 1. (CC) gcc options: -lm
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 1 2 3 6 12 18 24 30 SE +/- 0.30, N = 4 SE +/- 0.26, N = 4 SE +/- 0.31, N = 4 26.51 26.59 26.85 1. (CC) gcc options: -O2 -std=c99
Phoronix Test Suite v10.8.4