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&rdt&grs .
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 ncnn: Vulkan GPU - resnet50 dcraw: RAW To PPM Image Conversion webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression webp: Quality 100, Lossless ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - vgg16 webp: Quality 100 tnn: CPU - SqueezeNet v1.1 ncnn: Vulkan GPU - googlenet tnn: CPU - MobileNet v2 ncnn: CPU - resnet18 ncnn: Vulkan GPU - mobilenet realsr-ncnn: 4x - No espeak: Text-To-Speech Synthesis ncnn: Vulkan GPU - blazeface ncnn: CPU - yolov4-tiny webp: Default ncnn: CPU - squeezenet ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - mnasnet mpv: Big Buck Bunny Sunflower 1080p - Software Only ncnn: Vulkan GPU - resnet18 ncnn: CPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - shufflenet-v2 ncnn: CPU - mobilenet ncnn: Vulkan GPU - mnasnet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - googlenet ncnn: CPU - alexnet ncnn: CPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 realsr-ncnn: 4x - Yes ncnn: CPU - vgg16 ncnn: CPU - blazeface ncnn: Vulkan GPU - alexnet ncnn: CPU - efficientnet-b0 ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 mpv: Big Buck Bunny Sunflower 4K - Software Only 1 2 3 5.96 38.104 6.794 32.169 15.242 10.60 11.56 2.129 227.262 5.66 245.474 16.06 7.74 9.889 26.506 0.86 27.77 1.393 15.74 4.73 4.79 2129.61 2.08 27.22 10.76 2.27 16.19 2.68 5.36 16.86 15.99 4.85 3.51 63.571 66.59 1.91 3.91 6.56 4.70 2.50 644.02 6.15 36.972 6.617 31.478 15.611 10.61 11.78 2.167 228.779 5.75 241.860 16.15 7.77 9.763 26.594 0.85 28.09 1.399 15.92 4.77 4.83 2108.26 2.10 27.48 10.66 2.28 16.24 2.67 5.40 16.98 16.10 4.84 3.50 63.704 66.58 1.92 3.93 6.59 4.71 2.49 641.54 6.25 37.977 6.745 32.264 15.566 10.40 11.69 2.149 231.185 5.72 243.312 16.27 7.67 9.796 26.848 0.86 27.96 1.409 15.76 4.72 4.84 2116.86 2.10 27.40 10.69 2.26 16.11 2.69 5.37 16.95 16.05 4.87 3.52 63.364 66.93 1.91 3.92 6.58 4.69 2.50 642.80 OpenBenchmarking.org
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
dcraw RAW To PPM Image Conversion OpenBenchmarking.org Seconds, Fewer Is Better dcraw RAW To PPM Image Conversion 1 2 3 9 18 27 36 45 SE +/- 0.49, N = 3 SE +/- 0.33, N = 3 SE +/- 0.53, N = 3 38.10 36.97 37.98 1. (CC) gcc options: -lm
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 1 2 3 2 4 6 8 10 SE +/- 0.105, N = 3 SE +/- 0.099, N = 4 SE +/- 0.084, N = 3 6.794 6.617 6.745 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 1 2 3 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.49, N = 3 SE +/- 0.05, N = 3 32.17 31.48 32.26 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 2 3 4 8 12 16 20 SE +/- 0.18, N = 3 SE +/- 0.15, N = 3 SE +/- 0.23, N = 3 15.24 15.61 15.57 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 1 2 3 3 6 9 12 15 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.27, N = 3 10.60 10.61 10.40 MIN: 8.76 / MAX: 25.78 MIN: 8.78 / MAX: 26.67 MIN: 8.75 / MAX: 28.02 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 2 3 3 6 9 12 15 SE +/- 0.15, N = 3 SE +/- 0.37, N = 3 SE +/- 0.39, N = 3 11.56 11.78 11.69 MIN: 9.54 / MAX: 33.99 MIN: 9.57 / MAX: 40 MIN: 9.58 / MAX: 32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
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 2 3 0.4876 0.9752 1.4628 1.9504 2.438 SE +/- 0.027, N = 3 SE +/- 0.001, N = 3 SE +/- 0.032, N = 4 2.129 2.167 2.149 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
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
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet 1 2 3 1.2938 2.5876 3.8814 5.1752 6.469 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.15, N = 3 5.66 5.75 5.72 MIN: 5.53 / MAX: 13.59 MIN: 5.53 / MAX: 21.41 MIN: 5.53 / MAX: 20.01 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 1 2 3 50 100 150 200 250 SE +/- 3.64, N = 3 SE +/- 1.15, N = 3 SE +/- 2.08, N = 3 245.47 241.86 243.31 MIN: 233.9 / MAX: 271.91 MIN: 232.76 / MAX: 269.11 MIN: 232.67 / MAX: 266.31 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
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: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet 1 2 3 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 7.74 7.77 7.67 MIN: 5.59 / MAX: 16.26 MIN: 5.52 / MAX: 21.68 MIN: 5.54 / MAX: 8.84 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 1 2 3 3 6 9 12 15 SE +/- 0.020, N = 3 SE +/- 0.028, N = 3 SE +/- 0.015, N = 3 9.889 9.763 9.796
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
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface 1 2 3 0.1935 0.387 0.5805 0.774 0.9675 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.86 0.85 0.86 MIN: 0.84 / MAX: 2.18 MIN: 0.84 / MAX: 1.44 MIN: 0.84 / MAX: 1.07 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 2 3 7 14 21 28 35 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 SE +/- 0.18, N = 3 27.77 28.09 27.96 MIN: 27.56 / MAX: 29.72 MIN: 27.69 / MAX: 46.24 MIN: 27.55 / MAX: 38.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
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
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 1 2 3 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 15.74 15.92 15.76 MIN: 15.46 / MAX: 16.99 MIN: 15.5 / MAX: 17.87 MIN: 15.5 / MAX: 17.37 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 1 2 3 1.0733 2.1466 3.2199 4.2932 5.3665 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 4.73 4.77 4.72 MIN: 4.65 / MAX: 6.22 MIN: 4.65 / MAX: 6.69 MIN: 4.66 / MAX: 6.47 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
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 2 3 500 1000 1500 2000 2500 SE +/- 12.58, N = 3 SE +/- 17.65, N = 3 SE +/- 1.72, N = 3 2129.61 2108.26 2116.86 MIN: 1199.91 / MAX: 3999.84 MIN: 1199.9 / MAX: 3999.84 MIN: 1199.92 / MAX: 3999.84 1. mpv 0.32.0
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: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 1 2 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.13, N = 3 SE +/- 0.29, N = 3 27.22 27.48 27.40 MIN: 26.97 / MAX: 39.06 MIN: 27.02 / MAX: 28.37 MIN: 26.92 / MAX: 31.84 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 1 2 3 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 10.76 10.66 10.69 MIN: 10.51 / MAX: 19.42 MIN: 10.41 / MAX: 15.15 MIN: 10.41 / MAX: 15.57 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 1 2 3 0.513 1.026 1.539 2.052 2.565 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 2.27 2.28 2.26 MIN: 2.24 / MAX: 2.68 MIN: 2.24 / MAX: 5.63 MIN: 2.24 / MAX: 3.13 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 1 2 3 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.16, N = 3 16.19 16.24 16.11 MIN: 15.91 / MAX: 22.49 MIN: 15.89 / MAX: 17.22 MIN: 15.63 / MAX: 25.94 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 1 2 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 2.68 2.67 2.69 MIN: 2.64 / MAX: 3.42 MIN: 2.65 / MAX: 3.08 MIN: 2.64 / MAX: 3.73 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 2 3 1.215 2.43 3.645 4.86 6.075 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 5.36 5.40 5.37 MIN: 5.22 / MAX: 6.72 MIN: 5.21 / MAX: 30.35 MIN: 5.23 / MAX: 7.33 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 2 3 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 16.86 16.98 16.95 MIN: 16.51 / MAX: 17.6 MIN: 16.51 / MAX: 22.78 MIN: 16.52 / MAX: 47 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 2 3 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 2 15.99 16.10 16.05 MIN: 15.87 / MAX: 17.63 MIN: 15.95 / MAX: 16.76 MIN: 15.94 / MAX: 17.14 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 1 2 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 4.85 4.84 4.87 MIN: 4.76 / MAX: 5.88 MIN: 4.76 / MAX: 6.29 MIN: 4.78 / MAX: 14.77 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 1 2 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 3.51 3.50 3.52 MIN: 3.47 / MAX: 4.61 MIN: 3.47 / MAX: 4.45 MIN: 3.46 / MAX: 6.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes 1 2 3 14 28 42 56 70 SE +/- 0.65, N = 3 SE +/- 0.64, N = 3 SE +/- 0.64, N = 3 63.57 63.70 63.36
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 1 2 3 15 30 45 60 75 SE +/- 0.08, N = 3 SE +/- 0.23, N = 3 SE +/- 0.08, N = 3 66.59 66.58 66.93 MIN: 65.75 / MAX: 94.17 MIN: 65.6 / MAX: 73.97 MIN: 65.55 / MAX: 113.6 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 2 3 0.432 0.864 1.296 1.728 2.16 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.91 1.92 1.91 MIN: 1.87 / MAX: 2.01 MIN: 1.88 / MAX: 1.99 MIN: 1.88 / MAX: 3.87 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 2 3 0.8843 1.7686 2.6529 3.5372 4.4215 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 3.91 3.93 3.92 MIN: 3.78 / MAX: 4.94 MIN: 3.8 / MAX: 5.08 MIN: 3.81 / MAX: 4.96 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 2 3 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 6.56 6.59 6.58 MIN: 6.46 / MAX: 8.6 MIN: 6.43 / MAX: 7.68 MIN: 6.45 / MAX: 8.29 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 1 2 3 1.0598 2.1196 3.1794 4.2392 5.299 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 4.70 4.71 4.69 MIN: 4.51 / MAX: 6.08 MIN: 4.5 / MAX: 7.76 MIN: 4.48 / MAX: 10.84 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 1 2 3 0.5625 1.125 1.6875 2.25 2.8125 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 2.50 2.49 2.50 MIN: 2.47 / MAX: 3.29 MIN: 2.47 / MAX: 2.87 MIN: 2.47 / MAX: 3.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
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 2 3 140 280 420 560 700 SE +/- 0.87, N = 3 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 644.02 641.54 642.80 MIN: 413.76 / MAX: 799.95 MIN: 428.54 / MAX: 799.95 MIN: 428.54 / MAX: 799.95 1. mpv 0.32.0
Phoronix Test Suite v10.8.5