nihui-pc AMD Ryzen 7 1700 Eight-Core testing with a ASRock AB350 Gaming-ITX/ac (P5.30 BIOS) and MSI NVIDIA GeForce RTX 2070 8GB on Fedora 32 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009294-AS-NIHUIPC3370 .
nihui-pc Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution nihui-pc AMD Ryzen 7 1700 Eight-Core @ 3.73GHz (8 Cores / 16 Threads) ASRock AB350 Gaming-ITX/ac (P5.30 BIOS) AMD 17h 16384MB 256GB SAMSUNG MZVLW256HEHP-00000 + 1000GB Western Digital WD10SPZX-22Z MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA TU106 HD Audio Intel I211 + Intel Dual Band-AC 3168NGW Fedora 32 5.8.10-200.fc32.x86_64 (x86_64) KDE Plasma 5.18.5 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 + OpenCL 1.2 pocl 1.5 RelWithDebInfo LLVM 10.0.1 RELOC SLEEF DISTRO POCL_DEBUG + OpenCL 2.0 beignet 1.3 + OpenCL 1.1 Mesa 20.1.8 1.2.133 Clang 10.0.1 + LLVM 10.0.1 + CUDA 10.2 ext4 1920x1080 OpenBenchmarking.org - Scaling Governor: acpi-cpufreq ondemand - SELinux + 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
nihui-pc 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: CPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3 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 GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3 ncnn: Vulkan GPU - yolov4-tiny nihui-pc 27.64 32.86 9.77 8.54 6.54 8.88 12.33 2.46 25.80 83.91 21.44 19.92 49.05 32.86 40.21 6.12 6.66 1.97 2.28 1.79 2.02 3.59 0.88 4.41 9.32 2.21 2.65 4.88 6.66 12.16 OpenBenchmarking.org
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet nihui-pc 7 14 21 28 35 SE +/- 0.19, N = 6 27.64 MIN: 23.4 / MAX: 129.91
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet nihui-pc 8 16 24 32 40 SE +/- 0.15, N = 6 32.86 MIN: 28.8 / MAX: 124.34
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 nihui-pc 3 6 9 12 15 SE +/- 0.18, N = 6 9.77 MIN: 8.66 / MAX: 139.33
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 nihui-pc 2 4 6 8 10 SE +/- 0.13, N = 6 8.54 MIN: 7.65 / MAX: 74.32
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 nihui-pc 2 4 6 8 10 SE +/- 0.09, N = 6 6.54 MIN: 5.84 / MAX: 116.82
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet nihui-pc 2 4 6 8 10 SE +/- 0.21, N = 6 8.88 MIN: 7.81 / MAX: 102.67
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 nihui-pc 3 6 9 12 15 SE +/- 0.09, N = 6 12.33 MIN: 11.16 / MAX: 122.56
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface nihui-pc 0.5535 1.107 1.6605 2.214 2.7675 SE +/- 0.08, N = 6 2.46 MIN: 2.22 / MAX: 37.36
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet nihui-pc 6 12 18 24 30 SE +/- 0.31, N = 6 25.80 MIN: 21.08 / MAX: 126.25
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 nihui-pc 20 40 60 80 100 SE +/- 0.10, N = 6 83.91 MIN: 79.02 / MAX: 131.28
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 nihui-pc 5 10 15 20 25 SE +/- 0.21, N = 6 21.44 MIN: 17.41 / MAX: 92.57
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet nihui-pc 5 10 15 20 25 SE +/- 0.13, N = 6 19.92 MIN: 18.11 / MAX: 74.4
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 nihui-pc 11 22 33 44 55 SE +/- 0.51, N = 6 49.05 MIN: 41.59 / MAX: 147.02
NCNN Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 nihui-pc 8 16 24 32 40 SE +/- 0.15, N = 6 32.86 MIN: 28.8 / MAX: 124.34
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny nihui-pc 9 18 27 36 45 SE +/- 0.20, N = 6 40.21 MIN: 36.14 / MAX: 122.31
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet nihui-pc 2 4 6 8 10 SE +/- 0.07, N = 7 6.12 MIN: 4.88 / MAX: 29.9
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet nihui-pc 2 4 6 8 10 SE +/- 0.09, N = 7 6.66 MIN: 5.2 / MAX: 19.05
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 nihui-pc 0.4433 0.8866 1.3299 1.7732 2.2165 SE +/- 0.02, N = 7 1.97 MIN: 1.55 / MAX: 3.57
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 nihui-pc 0.513 1.026 1.539 2.052 2.565 SE +/- 0.02, N = 7 2.28 MIN: 1.85 / MAX: 12.25
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 nihui-pc 0.4028 0.8056 1.2084 1.6112 2.014 SE +/- 0.01, N = 7 1.79 MIN: 1.44 / MAX: 3.16
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet nihui-pc 0.4545 0.909 1.3635 1.818 2.2725 SE +/- 0.02, N = 7 2.02 MIN: 1.62 / MAX: 14.52
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 nihui-pc 0.8078 1.6156 2.4234 3.2312 4.039 SE +/- 0.02, N = 7 3.59 MIN: 2.9 / MAX: 13.72
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface nihui-pc 0.198 0.396 0.594 0.792 0.99 SE +/- 0.04, N = 7 0.88 MIN: 0.71 / MAX: 6.48
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet nihui-pc 0.9923 1.9846 2.9769 3.9692 4.9615 SE +/- 0.11, N = 7 4.41 MIN: 3.49 / MAX: 13.76
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 nihui-pc 3 6 9 12 15 SE +/- 0.03, N = 7 9.32 MIN: 8.36 / MAX: 31.94
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 nihui-pc 0.4973 0.9946 1.4919 1.9892 2.4865 SE +/- 0.02, N = 7 2.21 MIN: 1.83 / MAX: 14.99
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet nihui-pc 0.5963 1.1926 1.7889 2.3852 2.9815 SE +/- 0.02, N = 7 2.65 MIN: 2.04 / MAX: 4.25
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 nihui-pc 1.098 2.196 3.294 4.392 5.49 SE +/- 0.03, N = 7 4.88 MIN: 4.04 / MAX: 27.26
NCNN Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 nihui-pc 2 4 6 8 10 SE +/- 0.09, N = 7 6.66 MIN: 5.2 / MAX: 19.05
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny nihui-pc 3 6 9 12 15 SE +/- 0.13, N = 7 12.16 MIN: 9.42 / MAX: 36.76
Phoronix Test Suite v10.8.4