pi400

Intel Core i3-3217U testing with a Intel D33217GKE (GKPPT10H.86A.0047.2013.1118.1714 BIOS) and Intel 3rd Gen Core on Debian 10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2104089-HA-2104084HA19
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ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi
April 08
  26 Minutes
Intel Core i3-3217U - Intel 3rd Gen Core - Intel
April 08
  26 Minutes
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pi400ProcessorMotherboardMemoryDiskGraphicsMonitorChipsetAudioNetworkOSKernelCompilerFile-SystemScreen ResolutionARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - IntelARMv8 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)OpenBenchmarking.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: 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 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: 0x19Python Details- Python 2.7.16 + Python 3.7.3Security 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

ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi vs. Intel Core i3-3217U - Intel 3rd Gen Core - Intel ComparisonPhoronix Test Suite 10.4.0m1Baseline+18.8%+18.8%+37.6%+37.6%+56.4%+56.4%75%66.7%64.5%55%shufflenet-v2-10 - OpenMP CPUfcn-resnet101-11 - OpenMP CPUsuper-resolution-10 - OpenMP CPUyolov4 - OpenMP CPUONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel

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 - Intel20318211973153186324OpenBenchmarking.org

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel714212835SE +/- 0.00, N = 320311. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute Per Core, More Is BetterONNX Runtime 1.6Performance Per Core - Model: yolov4 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel481216205.015.51. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected core count of 42. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected core count of 2
OpenBenchmarking.orgInferences Per Minute Per GHz, More Is BetterONNX Runtime 1.6Performance Per Clock - Model: yolov4 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel4812162011.1118.241. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.80 2. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.70
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel714212835Min: 30.5 / Avg: 30.5 / Max: 30.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel1.1252.253.3754.55.625SE +/- 0.00, N = 3351. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute Per Core, More Is BetterONNX Runtime 1.6Performance Per Core - Model: fcn-resnet101-11 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel0.56251.1251.68752.252.81250.752.501. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected core count of 42. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected core count of 2
OpenBenchmarking.orgInferences Per Minute Per GHz, More Is BetterONNX Runtime 1.6Performance Per Clock - Model: fcn-resnet101-11 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel0.66151.3231.98452.6463.30751.672.941. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.80 2. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.70
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel246810Min: 4.5 / Avg: 4.5 / Max: 4.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel7001400210028003500SE +/- 20.51, N = 3SE +/- 0.60, N = 3182131861. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute Per Core, More Is BetterONNX Runtime 1.6Performance Per Core - Model: shufflenet-v2-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel30060090012001500455.251593.001. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected core count of 42. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected core count of 2
OpenBenchmarking.orgInferences Per Minute Per GHz, More Is BetterONNX Runtime 1.6Performance Per Clock - Model: shufflenet-v2-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel4008001200160020001011.671874.121. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.80 2. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.70
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel6001200180024003000Min: 1794 / Avg: 1820.67 / Max: 1861Min: 3185 / Avg: 3186.17 / Max: 31871. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel70140210280350SE +/- 1.88, N = 3SE +/- 0.00, N = 31973241. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute Per Core, More Is BetterONNX Runtime 1.6Performance Per Core - Model: super-resolution-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel408012016020049.25162.001. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected core count of 42. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected core count of 2
OpenBenchmarking.orgInferences Per Minute Per GHz, More Is BetterONNX Runtime 1.6Performance Per Clock - Model: super-resolution-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel4080120160200109.44190.591. ARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry Pi: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.80 2. Intel Core i3-3217U - Intel 3rd Gen Core - Intel: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.70
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUARMv8 Cortex-A72 - vc4drmfb - BCM2835 Raspberry PiIntel Core i3-3217U - Intel 3rd Gen Core - Intel60120180240300Min: 194 / Avg: 197.17 / Max: 200.5Min: 323.5 / Avg: 323.5 / Max: 323.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt