ryzen 5950x ncnn AMD Ryzen 9 5950X 16-Core testing with a MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS) and XFX AMD Radeon RX 6750 XT 12GB on Ubuntu 24.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2501033-NE-RYZEN595089&gru .
ryzen 5950x ncnn Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL OpenCL Compiler File-System Screen Resolution AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads) MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS) AMD Starship/Matisse 16 + 8 + 16 + 8 DDR4-3600MT/s 2000GB CT2000P3PSSD8 XFX AMD Radeon RX 6750 XT 12GB AMD Navi 21/23 XV271U M3 Realtek RTL8111/8168/8211/8411 + Intel Wi-Fi 6 AX200 Ubuntu 24.04 6.8.0-51-generic (x86_64) GNOME Shell 46.0 X Server + Wayland 4.6 Mesa 24.2.0-devel (LLVM 18.1.7 DRM 3.58) OpenCL 2.1 AMD-APP (3625.0) GCC 13.3.0 ext4 2560x1440 OpenBenchmarking.org - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-fG75Ri/gcc-13-13.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-fG75Ri/gcc-13-13.3.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201210 - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of Safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines; IBPB: conditional; IBRS_FW; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected
ryzen 5950x ncnn 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: CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: CPU - vision_transformer ncnn: CPU - FastestDet 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 GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - vision_transformer ncnn: Vulkan GPU - FastestDet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 12.00 4.74 4.40 3.84 4.25 6.29 1.55 11.68 51.52 7.96 6.88 18.20 12.00 20.39 9.33 10.55 59.09 4.53 12.33 4.71 4.38 3.78 4.27 6.33 1.53 11.70 51.47 8.04 6.87 18.13 12.33 20.33 9.33 10.51 59.20 4.68 OpenBenchmarking.org
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: mobilenet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.09, N = 15 12.00 MIN: 10.19 / MAX: 108.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU-v2-v2 - Model: mobilenet-v2 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 1.0665 2.133 3.1995 4.266 5.3325 SE +/- 0.04, N = 15 4.74 MIN: 4.04 / MAX: 110.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU-v3-v3 - Model: mobilenet-v3 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.99 1.98 2.97 3.96 4.95 SE +/- 0.04, N = 15 4.40 MIN: 3.87 / MAX: 66.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: shufflenet-v2 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.864 1.728 2.592 3.456 4.32 SE +/- 0.03, N = 15 3.84 MIN: 3.35 / MAX: 55.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: mnasnet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.9563 1.9126 2.8689 3.8252 4.7815 SE +/- 0.05, N = 15 4.25 MIN: 3.65 / MAX: 60.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: efficientnet-b0 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.04, N = 15 6.29 MIN: 5.43 / MAX: 85.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: blazeface AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.3488 0.6976 1.0464 1.3952 1.744 SE +/- 0.03, N = 15 1.55 MIN: 1.29 / MAX: 56.4 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: googlenet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.09, N = 15 11.68 MIN: 10.06 / MAX: 71.84 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: vgg16 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 12 24 36 48 60 SE +/- 0.08, N = 15 51.52 MIN: 47.35 / MAX: 158.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: resnet18 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.12, N = 15 7.96 MIN: 6.67 / MAX: 77.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: alexnet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.03, N = 15 6.88 MIN: 5.89 / MAX: 57.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: resnet50 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 4 8 12 16 20 SE +/- 0.06, N = 15 18.20 MIN: 15.98 / MAX: 82.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.09, N = 15 12.00 MIN: 10.19 / MAX: 108.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: yolov4-tiny AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 5 10 15 20 25 SE +/- 0.07, N = 15 20.39 MIN: 17.78 / MAX: 92.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: squeezenet_ssd AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.08, N = 15 9.33 MIN: 7.76 / MAX: 122.36 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: regnety_400m AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.06, N = 15 10.55 MIN: 9.27 / MAX: 87.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: vision_transformer AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 13 26 39 52 65 SE +/- 0.11, N = 15 59.09 MIN: 53.98 / MAX: 205.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: CPU - Model: FastestDet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 1.0193 2.0386 3.0579 4.0772 5.0965 SE +/- 0.13, N = 15 4.53 MIN: 3.07 / MAX: 56.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: mobilenet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.12, N = 15 12.33 MIN: 10.43 / MAX: 161.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 1.0598 2.1196 3.1794 4.2392 5.299 SE +/- 0.04, N = 15 4.71 MIN: 4.01 / MAX: 87.06 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.9855 1.971 2.9565 3.942 4.9275 SE +/- 0.04, N = 15 4.38 MIN: 3.68 / MAX: 88.63 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: shufflenet-v2 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.8505 1.701 2.5515 3.402 4.2525 SE +/- 0.04, N = 15 3.78 MIN: 3.26 / MAX: 60.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: mnasnet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.9608 1.9216 2.8824 3.8432 4.804 SE +/- 0.07, N = 15 4.27 MIN: 3.42 / MAX: 107.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: efficientnet-b0 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.05, N = 15 6.33 MIN: 5.42 / MAX: 95.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: blazeface AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 0.3443 0.6886 1.0329 1.3772 1.7215 SE +/- 0.03, N = 15 1.53 MIN: 1.22 / MAX: 46.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: googlenet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.12, N = 15 11.70 MIN: 9.81 / MAX: 96.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: vgg16 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 12 24 36 48 60 SE +/- 0.10, N = 15 51.47 MIN: 47.23 / MAX: 161.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: resnet18 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.11, N = 15 8.04 MIN: 6.65 / MAX: 162.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: alexnet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 2 4 6 8 10 SE +/- 0.03, N = 15 6.87 MIN: 5.87 / MAX: 117.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: resnet50 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 4 8 12 16 20 SE +/- 0.08, N = 15 18.13 MIN: 15.97 / MAX: 184.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.12, N = 15 12.33 MIN: 10.43 / MAX: 161.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: yolov4-tiny AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 5 10 15 20 25 SE +/- 0.09, N = 15 20.33 MIN: 18.01 / MAX: 131.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: squeezenet_ssd AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.05, N = 15 9.33 MIN: 8.1 / MAX: 94.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: regnety_400m AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 3 6 9 12 15 SE +/- 0.06, N = 15 10.51 MIN: 9.17 / MAX: 92.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: vision_transformer AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 13 26 39 52 65 SE +/- 0.10, N = 15 59.20 MIN: 54.34 / MAX: 183.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20241226 Target: Vulkan GPU - Model: FastestDet AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT 1.053 2.106 3.159 4.212 5.265 SE +/- 0.08, N = 15 4.68 MIN: 3.72 / MAX: 84.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Phoronix Test Suite v10.8.5