Xeon E3-1280 v5 Oct Intel Xeon E3-1280 v5 testing with a MSI Z170A SLI PLUS (MS-7998) v1.0 (2.A0 BIOS) and ASUS AMD Radeon HD 7850 / R7 265 R9 270 1024SP on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2010026-FI-XEONE312819 .
Xeon E3-1280 v5 Oct Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution 1 2 3 Intel Xeon E3-1280 v5 @ 4.00GHz (4 Cores / 8 Threads) MSI Z170A SLI PLUS (MS-7998) v1.0 (2.A0 BIOS) Intel Xeon E3-1200 v5/E3-1500 32GB 256GB TOSHIBA RD400 ASUS AMD Radeon HD 7850 / R7 265 R9 270 1024SP Realtek ALC1150 VA2431 Intel I219-V Ubuntu 20.04 5.9.0-050900rc2daily20200826-generic (x86_64) 20200825 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.5 Mesa 20.0.8 (LLVM 10.0.0) 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,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: 0xdc Graphics Details - GLAMOR Python Details - Python 3.8.2 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable
Xeon E3-1280 v5 Oct glmark2: 1920 x 1080 lczero: BLAS lczero: Eigen lczero: Rand namd: ATPase Simulation - 327,506 Atoms dolfyn: Computational Fluid Dynamics ffte: N=256, 3D Complex FFT Routine hmmer: Pfam Database Search incompact3d: Cylinder mafft: Multiple Sequence Alignment - LSU RNA mocassin: Dust 2D tau100.0 lammps: 20k Atoms lammps: Rhodopsin Protein webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression byte: Dhrystone 2 compress-zstd: 3 compress-zstd: 19 libraw: Post-Processing Benchmark tscp: AI Chess Performance build-llvm: Time To Compile deepspeech: CPU espeak: Text-To-Speech Synthesis rnnoise: mpv: Big Buck Bunny Sunflower 4K - Software Only mpv: Big Buck Bunny Sunflower 1080p - Software Only couchdb: 100 - 1000 - 24 keydb: pgbench: 1 - 1 - Read Only pgbench: 1 - 1 - Read Only - Average Latency pgbench: 1 - 1 - Read Write pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 50 - Read Only pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 100 - Read Only pgbench: 1 - 100 - Read Only - Average Latency pgbench: 1 - 250 - Read Only pgbench: 1 - 250 - Read Only - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency pgbench: 100 - 1 - Read Only pgbench: 100 - 1 - Read Only - Average Latency pgbench: 1 - 100 - Read Write pgbench: 1 - 100 - Read Write - Average Latency pgbench: 1 - 250 - Read Write pgbench: 1 - 250 - Read Write - Average Latency pgbench: 100 - 1 - Read Write pgbench: 100 - 1 - Read Write - Average Latency pgbench: 100 - 50 - Read Only pgbench: 100 - 50 - Read Only - Average Latency pgbench: 100 - 100 - Read Only pgbench: 100 - 100 - Read Only - Average Latency pgbench: 100 - 250 - Read Only pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 50 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 100 - 100 - Read Write pgbench: 100 - 100 - Read Write - Average Latency pgbench: 100 - 250 - Read Write pgbench: 100 - 250 - Read Write - Average Latency caffe: AlexNet - CPU - 100 caffe: AlexNet - CPU - 200 caffe: GoogleNet - CPU - 100 caffe: GoogleNet - CPU - 200 gpaw: Carbon Nanotube mnn: SqueezeNetV1.0 mnn: resnet-v2-50 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 ncnn: CPU - squeezenet ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 hint: FLOAT mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression kripke: influxdb: 4 - 10000 - 2,5000,1 - 10000 influxdb: 64 - 10000 - 2,5000,1 - 10000 influxdb: 1024 - 10000 - 2,5000,1 - 10000 1 2 3 2982 753 680 207336 3.80757 20.948 20211.793367516 122.444 734.539775 12.079 300 2.877 2.796 1.706 2.677 18.803 7.972 46.860 39309015.6 2254.4 19.1 28.19 1161980 1490.858 77.70033 31.657 27.171 377.56 1180.75 147.518 385851.58 20536 0.049 209 4.796 114854 0.436 110927 0.902 92077 2.718 284 175.934 20240 0.049 278 359.561 265 942.915 196 5.109 97849 0.511 95282 1.050 81251 3.079 3636 13.762 4579 21.988 4824 51.841 65515 130722 161333 323152 602.623 10.042 56.106 5.590 8.022 61.631 24.92 28.87 7.83 6.50 4.56 6.56 10.46 2.09 23.14 103.72 23.52 22.64 47.02 40.09 357.318 342.386 390197794.56686 67.01 87.89 27.66 4.32 16736247 889455.4 1016169.1 1027433.3 766 685 207014 3.80980 20.918 19804.661180935 122.538 734.332519 12.148 300 2.887 2.803 1.706 2.674 18.876 7.985 46.987 39143549.8 2257.0 19.2 28.13 1163456 1490.620 77.93761 31.490 27.179 377.03 1177.43 149.152 382973.15 20618 0.048 201 4.987 114466 0.437 109654 0.912 90359 2.769 272 183.646 20229 0.049 256 390.030 245 1019.733 191 5.231 97079 0.515 94493 1.058 82741 3.022 3459 14.467 4429 22.680 4592 54.623 65541 131091 161133 322330 604.068 10.056 55.813 5.570 7.674 61.645 24.86 28.76 7.78 6.53 4.57 6.56 10.45 2.09 23.14 93.30 23.50 22.64 47.07 39.92 357.847 337.741 390087861.34084 65.29 86.60 27.70 4.33 16595780 876094.3 1013846.1 1028323.2 770 683 206946 3.80919 20.911 19709.169140635 122.520 737.047078 12.138 300 2.876 2.799 1.707 2.677 18.951 7.986 47.079 39339662.1 2252.7 19.1 28.11 1162474 1490.683 77.70476 31.971 27.251 375.64 1181.91 150.371 382203.75 20556 0.049 198 5.063 113306 0.442 107694 0.929 91934 2.724 262 190.864 20241 0.049 251 399.091 241 1037.522 184 5.424 97011 0.515 94424 1.060 83711 2.990 3365 14.866 4240 23.753 4501 55.777 65520 130891 161112 323334 602.967 10.099 55.950 5.576 7.683 61.629 24.89 28.76 7.78 6.52 4.58 6.57 10.46 2.10 23.18 93.29 23.50 22.64 47.05 39.92 357.364 337.820 390272679.15167 65.54 87.89 27.70 4.39 16583477 872007.4 1012647.3 1023332.0 OpenBenchmarking.org
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 1 600 1200 1800 2400 3000 2982
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS 1 2 3 170 340 510 680 850 SE +/- 3.28, N = 3 SE +/- 5.20, N = 3 SE +/- 4.58, N = 3 753 766 770 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen 1 2 3 150 300 450 600 750 SE +/- 2.96, N = 3 SE +/- 6.56, N = 3 SE +/- 7.23, N = 3 680 685 683 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Random OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Random 1 2 3 40K 80K 120K 160K 200K SE +/- 165.24, N = 3 SE +/- 216.46, N = 3 SE +/- 346.16, N = 3 207336 207014 206946 1. (CXX) g++ options: -flto -pthread
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms 1 2 3 0.8572 1.7144 2.5716 3.4288 4.286 SE +/- 0.00692, N = 3 SE +/- 0.00405, N = 3 SE +/- 0.01581, N = 3 3.80757 3.80980 3.80919
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics 1 2 3 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 20.95 20.92 20.91
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine 1 2 3 4K 8K 12K 16K 20K SE +/- 68.64, N = 3 SE +/- 25.77, N = 3 SE +/- 37.30, N = 3 20211.79 19804.66 19709.17 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search 1 2 3 30 60 90 120 150 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 122.44 122.54 122.52 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Incompact3D Input: Cylinder OpenBenchmarking.org Seconds, Fewer Is Better Incompact3D 2020-09-17 Input: Cylinder 1 2 3 160 320 480 640 800 SE +/- 0.92, N = 3 SE +/- 0.52, N = 3 SE +/- 0.78, N = 3 734.54 734.33 737.05 1. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA 1 2 3 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 12.08 12.15 12.14 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
Monte Carlo Simulations of Ionised Nebulae Input: Dust 2D tau100.0 OpenBenchmarking.org Seconds, Fewer Is Better Monte Carlo Simulations of Ionised Nebulae 2019-03-24 Input: Dust 2D tau100.0 1 2 3 70 140 210 280 350 SE +/- 0.58, N = 3 SE +/- 0.33, N = 3 300 300 300 1. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: 20k Atoms 1 2 3 0.6496 1.2992 1.9488 2.5984 3.248 SE +/- 0.009, N = 3 SE +/- 0.007, N = 3 SE +/- 0.002, N = 3 2.877 2.887 2.876 1. (CXX) g++ options: -O3 -pthread -lm
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein 1 2 3 0.6307 1.2614 1.8921 2.5228 3.1535 SE +/- 0.003, N = 3 SE +/- 0.009, N = 3 SE +/- 0.014, N = 3 2.796 2.803 2.799 1. (CXX) g++ options: -O3 -pthread -lm
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default 1 2 3 0.3841 0.7682 1.1523 1.5364 1.9205 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 1.706 1.706 1.707 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 1 2 3 0.6023 1.2046 1.8069 2.4092 3.0115 SE +/- 0.004, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 2.677 2.674 2.677 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless 1 2 3 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 18.80 18.88 18.95 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression 1 2 3 2 4 6 8 10 SE +/- 0.006, N = 3 SE +/- 0.011, N = 3 SE +/- 0.007, N = 3 7.972 7.985 7.986 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression 1 2 3 11 22 33 44 55 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.10, N = 3 46.86 46.99 47.08 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 1 2 3 8M 16M 24M 32M 40M SE +/- 67592.30, N = 3 SE +/- 148804.10, N = 3 SE +/- 82694.69, N = 3 39309015.6 39143549.8 39339662.1
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 1 2 3 500 1000 1500 2000 2500 SE +/- 4.73, N = 3 SE +/- 4.95, N = 3 SE +/- 7.17, N = 3 2254.4 2257.0 2252.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 1 2 3 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 19.1 19.2 19.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark 1 2 3 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 28.19 28.13 28.11 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
TSCP AI Chess Performance OpenBenchmarking.org Nodes Per Second, More Is Better TSCP 1.81 AI Chess Performance 1 2 3 200K 400K 600K 800K 1000K SE +/- 775.23, N = 5 SE +/- 1252.48, N = 5 SE +/- 1204.17, N = 5 1161980 1163456 1162474 1. (CC) gcc options: -O3 -march=native
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile 1 2 3 300 600 900 1200 1500 SE +/- 1.07, N = 3 SE +/- 0.53, N = 3 SE +/- 1.46, N = 3 1490.86 1490.62 1490.68
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU 1 2 3 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 77.70 77.94 77.70
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 1 2 3 7 14 21 28 35 SE +/- 0.42, N = 5 SE +/- 0.39, N = 4 SE +/- 0.07, N = 4 31.66 31.49 31.97 1. (CC) gcc options: -O2 -std=c99
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 1 2 3 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 27.17 27.18 27.25 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only 1 2 3 80 160 240 320 400 SE +/- 0.43, N = 3 SE +/- 0.96, N = 3 SE +/- 0.41, N = 3 377.56 377.03 375.64 MIN: 230.76 / MAX: 545.43 MIN: 235.28 / MAX: 545.43 MIN: 230.76 / MAX: 545.43 1. mpv 0.32.0
MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only 1 2 3 300 600 900 1200 1500 SE +/- 5.14, N = 3 SE +/- 2.75, N = 3 SE +/- 2.51, N = 3 1180.75 1177.43 1181.91 MIN: 666.63 / MAX: 1999.92 MIN: 666.63 / MAX: 1999.92 MIN: 705.84 / MAX: 1999.9 1. mpv 0.32.0
Apache CouchDB Bulk Size: 100 - Inserts: 1000 - Rounds: 24 OpenBenchmarking.org Seconds, Fewer Is Better Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 1 2 3 30 60 90 120 150 SE +/- 1.53, N = 3 SE +/- 1.00, N = 3 SE +/- 0.69, N = 3 147.52 149.15 150.37 1. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 1 2 3 80K 160K 240K 320K 400K SE +/- 668.35, N = 3 SE +/- 2020.02, N = 3 SE +/- 386.83, N = 3 385851.58 382973.15 382203.75 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only 1 2 3 4K 8K 12K 16K 20K SE +/- 139.58, N = 3 SE +/- 32.05, N = 3 SE +/- 97.71, N = 3 20536 20618 20556 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency 1 2 3 0.011 0.022 0.033 0.044 0.055 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.049 0.048 0.049 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write 1 2 3 50 100 150 200 250 SE +/- 0.84, N = 3 SE +/- 1.59, N = 3 SE +/- 1.56, N = 3 209 201 198 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency 1 2 3 1.1392 2.2784 3.4176 4.5568 5.696 SE +/- 0.020, N = 3 SE +/- 0.039, N = 3 SE +/- 0.040, N = 3 4.796 4.987 5.063 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 1174.02, N = 3 SE +/- 1266.71, N = 3 SE +/- 158.67, N = 3 114854 114466 113306 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency 1 2 3 0.0995 0.199 0.2985 0.398 0.4975 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.001, N = 3 0.436 0.437 0.442 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 1362.67, N = 5 SE +/- 1227.66, N = 3 SE +/- 1157.60, N = 3 110927 109654 107694 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency 1 2 3 0.209 0.418 0.627 0.836 1.045 SE +/- 0.011, N = 5 SE +/- 0.010, N = 3 SE +/- 0.010, N = 3 0.902 0.912 0.929 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 830.93, N = 11 SE +/- 1424.81, N = 3 SE +/- 917.40, N = 15 92077 90359 91934 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency 1 2 3 0.623 1.246 1.869 2.492 3.115 SE +/- 0.024, N = 11 SE +/- 0.043, N = 3 SE +/- 0.027, N = 15 2.718 2.769 2.724 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write 1 2 3 60 120 180 240 300 SE +/- 0.45, N = 3 SE +/- 0.46, N = 3 SE +/- 4.01, N = 3 284 272 262 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency 1 2 3 40 80 120 160 200 SE +/- 0.28, N = 3 SE +/- 0.31, N = 3 SE +/- 2.94, N = 3 175.93 183.65 190.86 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only 1 2 3 4K 8K 12K 16K 20K SE +/- 32.90, N = 3 SE +/- 20.00, N = 3 SE +/- 6.47, N = 3 20240 20229 20241 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency 1 2 3 0.011 0.022 0.033 0.044 0.055 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.049 0.049 0.049 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write 1 2 3 60 120 180 240 300 SE +/- 1.21, N = 3 SE +/- 0.44, N = 3 SE +/- 2.05, N = 3 278 256 251 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency 1 2 3 90 180 270 360 450 SE +/- 1.58, N = 3 SE +/- 0.67, N = 3 SE +/- 3.22, N = 3 359.56 390.03 399.09 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write 1 2 3 60 120 180 240 300 SE +/- 0.70, N = 3 SE +/- 2.26, N = 3 SE +/- 3.57, N = 4 265 245 241 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency 1 2 3 200 400 600 800 1000 SE +/- 2.51, N = 3 SE +/- 9.31, N = 3 SE +/- 15.27, N = 4 942.92 1019.73 1037.52 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write 1 2 3 40 80 120 160 200 SE +/- 1.55, N = 3 SE +/- 1.54, N = 3 SE +/- 3.02, N = 3 196 191 184 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency 1 2 3 1.2204 2.4408 3.6612 4.8816 6.102 SE +/- 0.041, N = 3 SE +/- 0.042, N = 3 SE +/- 0.088, N = 3 5.109 5.231 5.424 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 96.80, N = 3 SE +/- 53.15, N = 3 SE +/- 11.66, N = 3 97849 97079 97011 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency 1 2 3 0.1159 0.2318 0.3477 0.4636 0.5795 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.511 0.515 0.515 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 79.84, N = 3 SE +/- 150.99, N = 3 SE +/- 409.00, N = 3 95282 94493 94424 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency 1 2 3 0.2385 0.477 0.7155 0.954 1.1925 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 1.050 1.058 1.060 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only 1 2 3 20K 40K 60K 80K 100K SE +/- 1041.95, N = 3 SE +/- 223.08, N = 3 SE +/- 936.11, N = 7 81251 82741 83711 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency 1 2 3 0.6928 1.3856 2.0784 2.7712 3.464 SE +/- 0.040, N = 3 SE +/- 0.008, N = 3 SE +/- 0.034, N = 7 3.079 3.022 2.990 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write 1 2 3 800 1600 2400 3200 4000 SE +/- 52.45, N = 4 SE +/- 51.71, N = 4 SE +/- 38.07, N = 3 3636 3459 3365 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency 1 2 3 4 8 12 16 20 SE +/- 0.20, N = 4 SE +/- 0.21, N = 4 SE +/- 0.17, N = 3 13.76 14.47 14.87 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write 1 2 3 1000 2000 3000 4000 5000 SE +/- 93.25, N = 15 SE +/- 74.38, N = 15 SE +/- 93.27, N = 15 4579 4429 4240 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency 1 2 3 6 12 18 24 30 SE +/- 0.49, N = 15 SE +/- 0.41, N = 15 SE +/- 0.52, N = 15 21.99 22.68 23.75 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write 1 2 3 1000 2000 3000 4000 5000 SE +/- 14.83, N = 3 SE +/- 69.14, N = 14 SE +/- 72.37, N = 15 4824 4592 4501 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency 1 2 3 13 26 39 52 65 SE +/- 0.16, N = 3 SE +/- 0.85, N = 14 SE +/- 0.95, N = 15 51.84 54.62 55.78 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 1 2 3 14K 28K 42K 56K 70K SE +/- 63.17, N = 3 SE +/- 27.22, N = 3 SE +/- 55.92, N = 3 65515 65541 65520 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 1 2 3 30K 60K 90K 120K 150K SE +/- 84.02, N = 3 SE +/- 170.17, N = 3 SE +/- 79.44, N = 3 130722 131091 130891 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 1 2 3 30K 60K 90K 120K 150K SE +/- 124.23, N = 3 SE +/- 51.19, N = 3 SE +/- 109.27, N = 3 161333 161133 161112 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 1 2 3 70K 140K 210K 280K 350K SE +/- 117.16, N = 3 SE +/- 99.10, N = 3 SE +/- 166.75, N = 3 323152 322330 323334 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
GPAW Input: Carbon Nanotube OpenBenchmarking.org Seconds, Fewer Is Better GPAW 20.1 Input: Carbon Nanotube 1 2 3 130 260 390 520 650 SE +/- 0.46, N = 3 SE +/- 0.26, N = 3 SE +/- 0.51, N = 3 602.62 604.07 602.97 1. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 1 2 3 3 6 9 12 15 SE +/- 0.09, N = 11 SE +/- 0.15, N = 4 SE +/- 0.12, N = 5 10.04 10.06 10.10 MIN: 9.52 / MAX: 33.64 MIN: 9.56 / MAX: 33.37 MIN: 9.56 / MAX: 33.15 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
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: resnet-v2-50 1 2 3 13 26 39 52 65 SE +/- 0.32, N = 11 SE +/- 0.38, N = 4 SE +/- 0.36, N = 5 56.11 55.81 55.95 MIN: 54.43 / MAX: 198.77 MIN: 54.55 / MAX: 78.78 MIN: 53.86 / MAX: 81.65 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
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 1 2 3 1.2578 2.5156 3.7734 5.0312 6.289 SE +/- 0.011, N = 11 SE +/- 0.007, N = 4 SE +/- 0.008, N = 5 5.590 5.570 5.576 MIN: 5.47 / MAX: 28.96 MIN: 5.5 / MAX: 10.38 MIN: 5.5 / MAX: 8.52 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
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 1 2 3 2 4 6 8 10 SE +/- 0.334, N = 11 SE +/- 0.009, N = 4 SE +/- 0.005, N = 5 8.022 7.674 7.683 MIN: 7.51 / MAX: 64.47 MIN: 7.6 / MAX: 31 MIN: 7.64 / MAX: 12.03 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
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 1 2 3 14 28 42 56 70 SE +/- 0.22, N = 11 SE +/- 0.36, N = 4 SE +/- 0.27, N = 5 61.63 61.65 61.63 MIN: 60.24 / MAX: 85.44 MIN: 60.21 / MAX: 138.47 MIN: 60.1 / MAX: 85.52 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
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 1 2 3 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 24.92 24.86 24.89 MIN: 24.77 / MAX: 26.68 MIN: 24.78 / MAX: 25.75 MIN: 24.77 / MAX: 37.72 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet 1 2 3 7 14 21 28 35 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 28.87 28.76 28.76 MIN: 28.75 / MAX: 29.64 MIN: 28.7 / MAX: 29.48 MIN: 28.67 / MAX: 30.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 1 2 3 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 7.83 7.78 7.78 MIN: 7.7 / MAX: 27.26 MIN: 7.72 / MAX: 9.38 MIN: 7.71 / MAX: 9.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 1 2 3 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 6.50 6.53 6.52 MIN: 6.44 / MAX: 8.75 MIN: 6.44 / MAX: 18.87 MIN: 6.44 / MAX: 8.06 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 1 2 3 1.0305 2.061 3.0915 4.122 5.1525 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.56 4.57 4.58 MIN: 4.51 / MAX: 7.21 MIN: 4.53 / MAX: 6.2 MIN: 4.52 / MAX: 6.22 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet 1 2 3 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 6.56 6.56 6.57 MIN: 6.51 / MAX: 8.26 MIN: 6.51 / MAX: 9.26 MIN: 6.53 / MAX: 8.19 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 1 2 3 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 10.46 10.45 10.46 MIN: 10.42 / MAX: 10.78 MIN: 10.41 / MAX: 13.2 MIN: 10.42 / MAX: 11.3 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface 1 2 3 0.4725 0.945 1.4175 1.89 2.3625 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.09 2.09 2.10 MIN: 2.07 / MAX: 2.19 MIN: 2.07 / MAX: 2.91 MIN: 2.08 / MAX: 2.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet 1 2 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 23.14 23.14 23.18 MIN: 23.04 / MAX: 34.42 MIN: 23.03 / MAX: 36.37 MIN: 23.07 / MAX: 33.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 1 2 3 20 40 60 80 100 SE +/- 10.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 103.72 93.30 93.29 MIN: 93.04 / MAX: 2721.22 MIN: 93.07 / MAX: 106.12 MIN: 93.1 / MAX: 105.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 1 2 3 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 23.52 23.50 23.50 MIN: 23.4 / MAX: 25.9 MIN: 23.38 / MAX: 24.04 MIN: 23.39 / MAX: 25.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet 1 2 3 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 22.64 22.64 22.64 MIN: 22.54 / MAX: 24.97 MIN: 22.56 / MAX: 24.94 MIN: 22.56 / MAX: 25.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 1 2 3 11 22 33 44 55 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 47.02 47.07 47.05 MIN: 46.88 / MAX: 49.96 MIN: 46.89 / MAX: 57.05 MIN: 46.9 / MAX: 49.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny 1 2 3 9 18 27 36 45 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 40.09 39.92 39.92 MIN: 39.88 / MAX: 53.45 MIN: 39.8 / MAX: 41.77 MIN: 39.78 / MAX: 42.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 1 2 3 80 160 240 320 400 SE +/- 0.43, N = 3 SE +/- 0.33, N = 3 SE +/- 0.32, N = 3 357.32 357.85 357.36 MIN: 355.94 / MAX: 359.3 MIN: 356.17 / MAX: 360.63 MIN: 356.03 / MAX: 359.25 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
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 70 140 210 280 350 SE +/- 5.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 342.39 337.74 337.82 MIN: 335.31 / MAX: 400.55 MIN: 336.52 / MAX: 340.1 MIN: 337.14 / MAX: 341.29 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT 1 2 3 80M 160M 240M 320M 400M SE +/- 345454.84, N = 3 SE +/- 938991.49, N = 3 SE +/- 897687.70, N = 3 390197794.57 390087861.34 390272679.15 1. (CC) gcc options: -O3 -march=native -lm
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica 1 2 3 15 30 45 60 75 SE +/- 1.13, N = 3 SE +/- 0.48, N = 3 SE +/- 0.57, N = 3 67.01 65.29 65.54
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda 1 2 3 20 40 60 80 100 SE +/- 1.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.37, N = 3 87.89 86.60 87.89
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm 1 2 3 7 14 21 28 35 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 27.66 27.70 27.70
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression 1 2 3 0.9878 1.9756 2.9634 3.9512 4.939 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 12 4.32 4.33 4.39
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 1 2 3 4M 8M 12M 16M 20M SE +/- 104643.97, N = 3 SE +/- 52933.71, N = 3 SE +/- 52236.76, N = 3 16736247 16595780 16583477 1. (CXX) g++ options: -O3 -fopenmp
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 200K 400K 600K 800K 1000K SE +/- 3581.92, N = 3 SE +/- 3852.84, N = 3 SE +/- 3829.04, N = 3 889455.4 876094.3 872007.4
InfluxDB Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 200K 400K 600K 800K 1000K SE +/- 4142.78, N = 3 SE +/- 3135.08, N = 3 SE +/- 4099.63, N = 3 1016169.1 1013846.1 1012647.3
InfluxDB Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 1 2 3 200K 400K 600K 800K 1000K SE +/- 2049.73, N = 3 SE +/- 1131.06, N = 3 SE +/- 1680.62, N = 3 1027433.3 1028323.2 1023332.0
Phoronix Test Suite v10.8.4