Raspberry Pi 4 October

ARMv7 Cortex-A72 testing with a BCM2711 Raspberry Pi 4 Model B Rev 1.1 and V3D 4.2 2GB on Raspbian 10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010074-FI-RASPBERRY04.

Raspberry Pi 4 OctoberProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionRPi 4 Model BRaspberry Pi 4ARMv7 Cortex-A72 @ 1.50GHz (4 Cores)BCM2711 Raspberry Pi 4 Model B Rev 1.12048MB32GB SC32GV3D 4.2 2GBVA2431Raspbian 105.4.51-v7l+ (armv7l)LXDE 0.10.0X Server 1.20.4modesetting 1.20.42.1 Mesa 19.3.2GCC 8.3.0ext41920x1080OpenBenchmarking.orgKernel Details- snd_bcm2835.enable_compat_alsa=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_headphones=1 Compiler Details- --build=arm-linux-gnueabihf --disable-libitm --disable-libquadmath --disable-libquadmath-support --disable-sjlj-exceptions --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --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-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=arm-linux-gnueabihf --program-prefix=arm-linux-gnueabihf- --target=arm-linux-gnueabihf --with-arch=armv6 --with-default-libstdcxx-abi=new --with-float=hard --with-fpu=vfp --with-gcc-major-version-only --with-target-system-zlib -v Processor Details- Scaling Governor: cpufreq-dt ondemandPython Details- Python 2.7.16 + Python 3.7.3

Raspberry Pi 4 Octoberdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinelammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressioncompress-zstd: 3compress-zstd: 19espeak: Text-To-Speech Synthesismpv: Big Buck Bunny Sunflower 1080p - Software Onlycaffe: AlexNet - CPU - 100caffe: GoogleNet - CPU - 100mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1hint: FLOATglmark2: 1024 x 768glmark2: 1280 x 1024glmark2: 1920 x 1080RPi 4 Model BRaspberry Pi 4128.0991964.380.4239.14812.319101.05236.635226.93384.92.14178.12347.06568436173460383.088381.59545.40573.897520.1341199.7641091.80992144528.548676895035123.4902280.650.4929.13012.28198.55336.595221.1641042.45183.28446.69508908230370269.125338.59439.00867.276477.9661203.9431033.42292186428.720173955435OpenBenchmarking.org

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRPi 4 Model BRaspberry Pi 4306090120150SE +/- 0.24, N = 3SE +/- 0.29, N = 3128.10123.49

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineRPi 4 Model BRaspberry Pi 45001000150020002500SE +/- 17.65, N = 3SE +/- 35.71, N = 31964.382280.651. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinRPi 4 Model BRaspberry Pi 40.11070.22140.33210.44280.5535SE +/- 0.001, N = 3SE +/- 0.003, N = 30.4230.4921. (CXX) g++ options: -O3 -pthread -lm

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultRPi 4 Model BRaspberry Pi 43691215SE +/- 0.007, N = 3SE +/- 0.001, N = 39.1489.1301. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100RPi 4 Model BRaspberry Pi 43691215SE +/- 0.04, N = 3SE +/- 0.04, N = 312.3212.281. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessRPi 4 Model BRaspberry Pi 420406080100SE +/- 0.42, N = 3SE +/- 1.60, N = 3101.0598.551. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionRPi 4 Model BRaspberry Pi 4816243240SE +/- 0.02, N = 3SE +/- 0.09, N = 336.6436.601. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionRPi 4 Model BRaspberry Pi 450100150200250SE +/- 0.23, N = 3SE +/- 0.33, N = 3226.93221.161. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3RPi 4 Model BRaspberry Pi 420406080100SE +/- 0.32, N = 384.9104.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19RPi 4 Model BRaspberry Pi 40.55131.10261.65392.20522.7565SE +/- 0.01, N = 2SE +/- 0.00, N = 32.142.451. (CC) gcc options: -O3 -pthread -lz -llzma

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisRPi 4 Model BRaspberry Pi 44080120160200SE +/- 2.40, N = 16SE +/- 2.31, N = 4178.12183.281. (CC) gcc options: -O2 -std=c99

MPV

Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyRPi 4 Model BRaspberry Pi 41122334455SE +/- 0.14, N = 3SE +/- 0.10, N = 347.0646.69MIN: 43.76 / MAX: 48.16MIN: 41.97 / MAX: 49.451. mpv 0.29.1

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100RPi 4 Model BRaspberry Pi 4120K240K360K480K600KSE +/- 35117.00, N = 9SE +/- 20842.85, N = 95684365089081. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100RPi 4 Model BRaspberry Pi 4500K1000K1500K2000K2500KSE +/- 279770.40, N = 6SE +/- 237047.36, N = 6173460323037021. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0RPi 4 Model BRaspberry Pi 420406080100SE +/- 0.16, N = 3SE +/- 0.15, N = 383.0969.13MIN: 81.15 / MAX: 240.09MIN: 68.37 / MAX: 102.331. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50RPi 4 Model BRaspberry Pi 480160240320400SE +/- 1.46, N = 3SE +/- 0.73, N = 3381.60338.59MIN: 378.13 / MAX: 640.7MIN: 335.86 / MAX: 348.971. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224RPi 4 Model BRaspberry Pi 41020304050SE +/- 0.03, N = 3SE +/- 0.05, N = 345.4139.01MIN: 45.12 / MAX: 54.48MIN: 38.62 / MAX: 47.661. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0RPi 4 Model BRaspberry Pi 41632486480SE +/- 0.19, N = 3SE +/- 0.15, N = 373.9067.28MIN: 72.74 / MAX: 86.19MIN: 65.57 / MAX: 76.511. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3RPi 4 Model BRaspberry Pi 4110220330440550SE +/- 0.22, N = 3SE +/- 1.96, N = 3520.13477.97MIN: 515.44 / MAX: 642.73MIN: 467.32 / MAX: 595.121. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2RPi 4 Model BRaspberry Pi 430060090012001500SE +/- 7.65, N = 3SE +/- 7.91, N = 31199.761203.94MIN: 1189.76 / MAX: 1216.61MIN: 1193.77 / MAX: 1247.741. (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 v1.1RPi 4 Model BRaspberry Pi 42004006008001000SE +/- 4.99, N = 3SE +/- 2.06, N = 31091.811033.42MIN: 1076.49 / MAX: 1103.72MIN: 1021.98 / MAX: 1042.641. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATRPi 4 Model BRaspberry Pi 420M40M60M80M100MSE +/- 75647.09, N = 3SE +/- 47982.99, N = 392144528.5592186428.721. (CC) gcc options: -O3 -march=native -lm

GLmark2

Resolution: 1024 x 768

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1024 x 768RPi 4 Model BRaspberry Pi 4204060801008995

GLmark2

Resolution: 1280 x 1024

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1280 x 1024RPi 4 Model BRaspberry Pi 412243648605054

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080RPi 4 Model BRaspberry Pi 48162432403535

Phoronix Test Suite v10.8.4