NN Ryzen 5 3400G

AMD Ryzen 5 3400G testing with a ASUS PRIME B450M-A (2006 BIOS) and ASUS AMD Picasso 2GB on Ubuntu 19.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2009257-FI-NNRYZEN5340.

NN Ryzen 5 3400GProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen Resolution122a3AMD Ryzen 5 3400G @ 3.70GHz (4 Cores / 8 Threads)ASUS PRIME B450M-A (2006 BIOS)AMD Raven/Raven22 x 8192 MB DDR4-3000MT/s CRUCIAL29GB INTEL MEMPEK1W032GA + 4 x 6001GB Seagate ST6000VN0033-2EEASUS AMD Picasso 2GB (1400/1500MHz)AMD Raven/Raven2/FenghuangSyncMasterRealtek RTL8111/8168/8411Ubuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.1X ServerGCC 9.2.1 20191008ext41280x800OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-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: 0x8108109Security 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: disabled RSB filling + tsx_async_abort: Not affected

NN Ryzen 5 3400Grealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1122a3167.3831316.81631.2541.6610.788.845.699.5614.921.9127.84102.7123.9820.6363.4950.30275.104261.46431.2441.8110.238.905.579.6014.731.9427.94103.3824.0220.7463.0451.08275.160261.93130.9242.1110.719.265.619.7514.701.9328.03103.0524.0320.9163.7251.21275.807262.044OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No14080120160200SE +/- 0.12, N = 3167.38

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes130060090012001500SE +/- 0.01, N = 31316.82

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet12a3714212835SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 331.2531.2430.92MIN: 30.16 / MAX: 79.35MIN: 30.09 / MAX: 32.67MIN: 30.12 / MAX: 32.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet12a31020304050SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.80, N = 341.6641.8142.11MIN: 38.59 / MAX: 94.13MIN: 38.78 / MAX: 91.42MIN: 38.73 / MAX: 87.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v212a33691215SE +/- 0.43, N = 3SE +/- 0.25, N = 3SE +/- 0.36, N = 310.7810.2310.71MIN: 9.86 / MAX: 57.72MIN: 9.86 / MAX: 10.85MIN: 9.92 / MAX: 11.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v312a33691215SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 38.848.909.26MIN: 8.59 / MAX: 14.76MIN: 8.6 / MAX: 40.5MIN: 8.69 / MAX: 58.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v212a31.28032.56063.84095.12126.4015SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.695.575.61MIN: 5.48 / MAX: 50.71MIN: 5.5 / MAX: 5.83MIN: 5.54 / MAX: 5.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet12a33691215SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 39.569.609.75MIN: 9.24 / MAX: 14.5MIN: 9.42 / MAX: 9.95MIN: 9.21 / MAX: 60.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b012a348121620SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 314.9214.7314.70MIN: 14.29 / MAX: 62.95MIN: 14.27 / MAX: 15.61MIN: 14.42 / MAX: 16.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface12a30.43650.8731.30951.7462.1825SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 31.911.941.93MIN: 1.86 / MAX: 2.03MIN: 1.86 / MAX: 2.11MIN: 1.86 / MAX: 2.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet12a3714212835SE +/- 0.36, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 327.8427.9428.03MIN: 27.34 / MAX: 35.55MIN: 27.29 / MAX: 29.07MIN: 27.41 / MAX: 29.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1612a320406080100SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3102.71103.38103.05MIN: 101.52 / MAX: 108.8MIN: 101.75 / MAX: 146.91MIN: 102.05 / MAX: 141.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1812a3612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 323.9824.0224.03MIN: 23.8 / MAX: 24.56MIN: 23.89 / MAX: 25.16MIN: 23.87 / MAX: 25.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet12a3510152025SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 320.6320.7420.91MIN: 20.4 / MAX: 54.99MIN: 20.37 / MAX: 46.66MIN: 20.48 / MAX: 53.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5012a31428425670SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 363.4963.0463.72MIN: 62.7 / MAX: 116.16MIN: 62.42 / MAX: 64.17MIN: 62.99 / MAX: 111.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny12a31224364860SE +/- 0.22, N = 3SE +/- 0.18, N = 3SE +/- 0.24, N = 350.3051.0851.21MIN: 47.34 / MAX: 55.12MIN: 46.76 / MAX: 97.08MIN: 46.57 / MAX: 57.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v212a360120180240300SE +/- 0.38, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 3275.10275.16275.81MIN: 271.29 / MAX: 289.33MIN: 272.69 / MAX: 285.61MIN: 272.51 / MAX: 286.691. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.112a360120180240300SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3261.46261.93262.04MIN: 260.55 / MAX: 266.16MIN: 261.46 / MAX: 271.76MIN: 261.61 / MAX: 266.331. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Phoronix Test Suite v10.8.4