2 x Intel Xeon Gold 5220R testing with a TYAN S7106 (V2.01.B40 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.
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phoronix-test-suite benchmark 2101191-HA-XEONGOLD534 Xeon Gold 5220R 2P 2021 - Phoronix Test Suite Xeon Gold 5220R 2P 2021 2 x Intel Xeon Gold 5220R testing with a TYAN S7106 (V2.01.B40 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2101191-HA-XEONGOLD534&grs&rdt .
Xeon Gold 5220R 2P 2021 Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution 1 2 3 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads) TYAN S7106 (V2.01.B40 BIOS) Intel Sky Lake-E DMI3 Registers 94GB 500GB Samsung SSD 860 llvmpipe VE228 2 x Intel I210 + 2 x QLogic cLOM8214 1/10GbE Ubuntu 20.04 5.9.0-050900rc6-generic (x86_64) 20200920 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 3.3 Mesa 20.0.4 (LLVM 9.0.1 256 bits) GCC 9.3.0 ext4 1920x1080 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,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: intel_pstate powersave - CPU Microcode: 0x5003003 Python Details - Python 2.7.18rc1 + Python 3.8.5 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled
Xeon Gold 5220R 2P 2021 lulesh: mnn: MobileNetV2_224 amg: mnn: resnet-v2-50 tnn: CPU - MobileNet v2 relion: Basic - CPU onnx: fcn-resnet101-11 - OpenMP CPU openfoam: Motorbike 60M mnn: inception-v3 rav1e: 6 dav1d: Summer Nature 1080p mnn: SqueezeNetV1.0 onnx: yolov4 - OpenMP CPU rav1e: 10 rav1e: 5 dav1d: Summer Nature 4K rav1e: 1 dav1d: Chimera 1080p 10-bit onnx: super-resolution-10 - OpenMP CPU cloverleaf: Lagrangian-Eulerian Hydrodynamics build-godot: Time To Compile lammps: Rhodopsin Protein openfoam: Motorbike 30M synthmark: VoiceMark_100 lammps: 20k Atoms dav1d: Chimera 1080p tnn: CPU - SqueezeNet v1.1 kripke: onnx: shufflenet-v2-10 - OpenMP CPU onnx: bertsquad-10 - OpenMP CPU mnn: mobilenet-v1-1.0 qe: AUSURF112 1 2 3 13911.540 5.244 1108502667 29.878 397.487 652.598 111 238.33 36.881 1.223 339.62 8.567 346 2.573 0.964 186.73 0.361 70.83 5319 25.12 82.401 16.728 30.50 535.222 18.033 338.35 349.673 76581811 6334 396 2.839 1645.38 15312.502 4.764 1165849333 31.064 386.480 642.292 111 234.22 37.414 1.236 344.01 8.493 342 2.573 0.961 186.14 0.364 70.84 5327 24.96 82.919 16.776 30.62 536.681 18.091 338.91 349.815 76420567 6582 405 2.901 1740.65 15372.560 4.952 1174487333 30.882 388.704 654.522 109 237.59 37.013 1.239 343.24 8.464 346 2.548 0.955 187.89 0.363 71.34 5289 24.97 82.656 16.827 30.57 534.631 18.063 338.75 349.705 75540700 6596 398 2.908 1764.97 OpenBenchmarking.org
LULESH OpenBenchmarking.org z/s, More Is Better LULESH 2.0.3 1 2 3 3K 6K 9K 12K 15K SE +/- 150.18, N = 3 SE +/- 138.21, N = 15 SE +/- 131.93, N = 15 13911.54 15312.50 15372.56 1. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: MobileNetV2_224 1 2 3 1.1799 2.3598 3.5397 4.7196 5.8995 SE +/- 0.081, N = 3 SE +/- 0.044, N = 3 SE +/- 0.064, N = 15 5.244 4.764 4.952 MIN: 4.52 / MAX: 14.09 MIN: 4.01 / MAX: 13.65 MIN: 3.83 / MAX: 25.34 1. (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
Algebraic Multi-Grid Benchmark OpenBenchmarking.org Figure Of Merit, More Is Better Algebraic Multi-Grid Benchmark 1.2 1 2 3 300M 600M 900M 1200M 1500M SE +/- 10611072.21, N = 3 SE +/- 4505964.10, N = 3 SE +/- 7168295.30, N = 3 1108502667 1165849333 1174487333 1. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: resnet-v2-50 1 2 3 7 14 21 28 35 SE +/- 0.16, N = 3 SE +/- 0.41, N = 3 SE +/- 0.26, N = 15 29.88 31.06 30.88 MIN: 29.23 / MAX: 117.71 MIN: 29.7 / MAX: 81.8 MIN: 29.09 / MAX: 131.06 1. (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.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 1 2 3 90 180 270 360 450 SE +/- 5.67, N = 3 SE +/- 0.65, N = 3 SE +/- 2.72, N = 3 397.49 386.48 388.70 MIN: 383.2 / MAX: 556.49 MIN: 383.42 / MAX: 469.27 MIN: 383.05 / MAX: 540.22 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
RELION Test: Basic - Device: CPU OpenBenchmarking.org Seconds, Fewer Is Better RELION 3.1.1 Test: Basic - Device: CPU 1 2 3 140 280 420 560 700 SE +/- 7.75, N = 9 SE +/- 3.96, N = 3 SE +/- 3.01, N = 3 652.60 642.29 654.52 1. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi
ONNX Runtime Model: fcn-resnet101-11 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU 1 2 3 20 40 60 80 100 SE +/- 0.29, N = 3 SE +/- 0.58, N = 3 SE +/- 1.09, N = 3 111 111 109 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenFOAM Input: Motorbike 60M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 60M 1 2 3 50 100 150 200 250 SE +/- 0.25, N = 3 SE +/- 1.31, N = 3 SE +/- 0.16, N = 3 238.33 234.22 237.59 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: inception-v3 1 2 3 9 18 27 36 45 SE +/- 0.12, N = 3 SE +/- 0.24, N = 3 SE +/- 0.14, N = 15 36.88 37.41 37.01 MIN: 35.86 / MAX: 106.43 MIN: 36.55 / MAX: 86.82 MIN: 35.64 / MAX: 118.76 1. (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
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 6 1 2 3 0.2788 0.5576 0.8364 1.1152 1.394 SE +/- 0.010, N = 3 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 1.223 1.236 1.239
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Summer Nature 1080p 1 2 3 70 140 210 280 350 SE +/- 2.79, N = 3 SE +/- 1.08, N = 3 SE +/- 0.92, N = 3 339.62 344.01 343.24 MIN: 166.21 / MAX: 377.75 MIN: 204.26 / MAX: 378.62 MIN: 204.44 / MAX: 379.88 1. (CC) gcc options: -pthread
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: SqueezeNetV1.0 1 2 3 2 4 6 8 10 SE +/- 0.111, N = 3 SE +/- 0.144, N = 3 SE +/- 0.097, N = 15 8.567 8.493 8.464 MIN: 7.54 / MAX: 9.36 MIN: 7.73 / MAX: 9.13 MIN: 7.25 / MAX: 15.53 1. (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
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU 1 2 3 80 160 240 320 400 SE +/- 1.59, N = 3 SE +/- 5.07, N = 3 SE +/- 1.15, N = 3 346 342 346 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 10 1 2 3 0.5789 1.1578 1.7367 2.3156 2.8945 SE +/- 0.002, N = 3 SE +/- 0.007, N = 3 SE +/- 0.020, N = 3 2.573 2.573 2.548
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 5 1 2 3 0.2169 0.4338 0.6507 0.8676 1.0845 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.006, N = 3 0.964 0.961 0.955
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Summer Nature 4K 1 2 3 40 80 120 160 200 SE +/- 1.36, N = 3 SE +/- 1.69, N = 3 SE +/- 0.46, N = 3 186.73 186.14 187.89 MIN: 112.08 / MAX: 202.84 MIN: 107.72 / MAX: 201.56 MIN: 124.73 / MAX: 202.3 1. (CC) gcc options: -pthread
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 1 1 2 3 0.0819 0.1638 0.2457 0.3276 0.4095 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.361 0.364 0.363
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p 10-bit 1 2 3 16 32 48 64 80 SE +/- 0.16, N = 3 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 70.83 70.84 71.34 MIN: 54.39 / MAX: 106.93 MIN: 54.3 / MAX: 106.84 MIN: 54.55 / MAX: 109.86 1. (CC) gcc options: -pthread
ONNX Runtime Model: super-resolution-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU 1 2 3 1100 2200 3300 4400 5500 SE +/- 12.57, N = 3 SE +/- 9.44, N = 3 SE +/- 27.57, N = 3 5319 5327 5289 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
CloverLeaf Lagrangian-Eulerian Hydrodynamics OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics 1 2 3 6 12 18 24 30 SE +/- 0.34, N = 3 SE +/- 0.06, N = 3 SE +/- 0.35, N = 3 25.12 24.96 24.97 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
Timed Godot Game Engine Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 3.2.3 Time To Compile 1 2 3 20 40 60 80 100 SE +/- 0.55, N = 3 SE +/- 0.95, N = 3 SE +/- 0.32, N = 3 82.40 82.92 82.66
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein 1 2 3 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.20, N = 15 SE +/- 0.22, N = 15 16.73 16.78 16.83 1. (CXX) g++ options: -O3 -pthread -lm
OpenFOAM Input: Motorbike 30M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 30M 1 2 3 7 14 21 28 35 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 30.50 30.62 30.57 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
Google SynthMark Test: VoiceMark_100 OpenBenchmarking.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 1 2 3 120 240 360 480 600 SE +/- 0.90, N = 3 SE +/- 0.60, N = 3 SE +/- 0.43, N = 3 535.22 536.68 534.63 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: 20k Atoms 1 2 3 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 18.03 18.09 18.06 1. (CXX) g++ options: -O3 -pthread -lm
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p 1 2 3 70 140 210 280 350 SE +/- 1.04, N = 3 SE +/- 1.22, N = 3 SE +/- 0.29, N = 3 338.35 338.91 338.75 MIN: 226.18 / MAX: 437.6 MIN: 237.5 / MAX: 439.58 MIN: 238.25 / MAX: 436.84 1. (CC) gcc options: -pthread
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 1 2 3 80 160 240 320 400 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 349.67 349.82 349.71 MIN: 349.01 / MAX: 351.27 MIN: 349.05 / MAX: 360.06 MIN: 348.99 / MAX: 358.54 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 1 2 3 16M 32M 48M 64M 80M SE +/- 1820096.95, N = 12 SE +/- 1685258.80, N = 15 SE +/- 1808221.02, N = 12 76581811 76420567 75540700 1. (CXX) g++ options: -O3 -fopenmp
ONNX Runtime Model: shufflenet-v2-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU 1 2 3 1400 2800 4200 5600 7000 SE +/- 158.17, N = 12 SE +/- 9.53, N = 3 SE +/- 16.10, N = 3 6334 6582 6596 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: bertsquad-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: bertsquad-10 - Device: OpenMP CPU 1 2 3 90 180 270 360 450 SE +/- 6.36, N = 3 SE +/- 8.06, N = 12 SE +/- 5.16, N = 12 396 405 398 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: mobilenet-v1-1.0 1 2 3 0.6543 1.3086 1.9629 2.6172 3.2715 SE +/- 0.005, N = 3 SE +/- 0.082, N = 3 SE +/- 0.053, N = 15 2.839 2.901 2.908 MIN: 2.59 / MAX: 3.94 MIN: 2.64 / MAX: 3.23 MIN: 2.55 / MAX: 8.41 1. (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
Quantum ESPRESSO Input: AUSURF112 OpenBenchmarking.org Seconds, Fewer Is Better Quantum ESPRESSO 6.7 Input: AUSURF112 1 2 3 400 800 1200 1600 2000 SE +/- 47.91, N = 7 SE +/- 33.06, N = 9 SE +/- 29.14, N = 3 1645.38 1740.65 1764.97 1. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Phoronix Test Suite v10.8.4