pi400

ARMv8 Cortex-A57 testing with a NVIDIA Jetson Nano 2GB Developer Kit and NVIDIA Tegra X1 on Ubuntu 18.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2104108-HA-2104089HA45&sor.

pi400ProcessorMotherboardMemoryDiskGraphicsMonitorChipsetAudioNetworkOSKernelCompilerFile-SystemScreen ResolutionDesktopDisplay ServerDisplay DriverOpenGLVulkanARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA JetsonARMv8 Cortex-A72 @ 1.80GHz (4 Cores)BCM2835 Raspberry Pi 400 Rev 1.04096MB64GB SR64Gvc4drmfbBenQ GL2450Debian 105.10.17-v8+ (aarch64)GCC 8.3.0ext41920x1080Intel Core i3-3217U @ 1.70GHz (2 Cores / 4 Threads)Intel D33217GKE (GKPPT10H.86A.0047.2013.1118.1714 BIOS)Intel 3rd Gen Core DRAM8GB30GB SATA SSDIntel 3rd Gen Core (1050MHz)Intel 7 /C216Intel 82579V4.19.0-16-amd64 (x86_64)ARMv8 Cortex-A57 @ 1.48GHz (4 Cores)NVIDIA Jetson Nano 2GB Developer Kit2048MB64GB SR64GNVIDIA Tegra X1Realtek RTL8111/8168/8411Ubuntu 18.044.9.201-tegra (aarch64)LXDE 0.9.3X Server 1.19.6NVIDIA 32.5.14.6.01.2.131GCC 7.5.0 + CUDA 10.2OpenBenchmarking.orgKernel Details- ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1- Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Transparent Huge Pages: always- ARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA Jetson: Transparent Huge Pages: alwaysCompiler Details- ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: --build=aarch64-linux-gnu --disable-libphobos --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only -v - Intel Core i3-3217U - Intel 3rd Gen Core - Intel: --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v - ARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA Jetson: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only -v Processor Details- ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Scaling Governor: cpufreq-dt ondemand- Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x19- ARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA Jetson: Scaling Governor: tegra-cpufreq schedutilPython Details- ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Python 2.7.16 + Python 3.7.3- Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Python 2.7.16 + Python 3.7.3- ARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA Jetson: Python 2.7.17 + Python 3.6.9Security Details- ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected - Intel Core i3-3217U - Intel 3rd Gen Core - Intel: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

pi400onnx: yolov4 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA Jetson203182119731531863242141859235OpenBenchmarking.org

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA JetsonARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3312120-lpthread1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA JetsonARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi1.1252.253.3754.55.625SE +/- 0.00, N = 3SE +/- 0.00, N = 3543-lpthread1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA JetsonARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi7001400210028003500SE +/- 0.60, N = 3SE +/- 7.38, N = 3SE +/- 20.51, N = 3318618591821-lpthread1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 Cortex-A57 - NVIDIA Tegra X1 - NVIDIA JetsonARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi70140210280350SE +/- 0.00, N = 3SE +/- 0.44, N = 3SE +/- 1.88, N = 3324235197-lpthread1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Phoronix Test Suite v10.8.4