2700 august AMD Ryzen 7 2700 Eight-Core testing with a Gigabyte AB350N-Gaming WIFI-CF (F20 BIOS) and HIS AMD Radeon HD 6450/7450/8450 / R5 230 OEM 1GB on Ubuntu 19.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2108316-TJ-2700AUGUS79&sor .
2700 august Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution 1 2 3 4 AMD Ryzen 7 2700 Eight-Core @ 3.20GHz (8 Cores / 16 Threads) Gigabyte AB350N-Gaming WIFI-CF (F20 BIOS) AMD 17h 16GB 120GB ADATA SU700 HIS AMD Radeon HD 6450/7450/8450 / R5 230 OEM 1GB AMD Caicos HDMI Audio DELL S2409W Realtek RTL8111/8168/8411 + Intel 3165 Ubuntu 19.10 5.9.0-050900rc7daily20201004-generic (x86_64) 20201003 GNOME Shell 3.34.1 X Server 1.20.5 3.3 Mesa 19.2.8 (LLVM 9.0.0) GCC 9.2.1 20191008 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --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: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x800820b Java Details - OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10) Python Details - Python 2.7.17 + Python 3.7.5 Security Details - itlb_multihit: Not affected + 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 Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
2700 august qe: AUSURF112 renaissance: Scala Dotty renaissance: Rand Forest renaissance: ALS Movie Lens renaissance: Apache Spark ALS renaissance: Apache Spark Bayes renaissance: Savina Reactors.IO renaissance: Apache Spark PageRank renaissance: Finagle HTTP Requests renaissance: In-Memory Database Shootout renaissance: Akka Unbalanced Cobwebbed Tree renaissance: Genetic Algorithm Using Jenetics + Futures dav1d: Chimera 1080p dav1d: Summer Nature 4K dav1d: Summer Nature 1080p dav1d: Chimera 1080p 10-bit openvkl: vklBenchmark ISPC openvkl: vklBenchmark Scalar build-gcc: Time To Compile build-linux-kernel: Time To Compile yafaray: Total Time For Sample Scene tachyon: Total Time synthmark: VoiceMark_100 keydb: mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 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 ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 onnx: yolov4 - OpenMP CPU onnx: bertsquad-10 - OpenMP CPU onnx: fcn-resnet101-11 - OpenMP CPU onnx: shufflenet-v2-10 - OpenMP CPU onnx: super-resolution-10 - OpenMP CPU natron: Spaceship 1 2 3 4 1358.68 1134.7 973.3 10271.2 2795.6 2108.1 9913.6 4902.1 3082.7 4651.7 14253.1 2961.2 374.41 116.7 339.46 255.3 33 18 1611.266 128.752 193.765 122.3051 585.342 444494.04 3.489 7 46.02 11.001 5.749 5.048 64.899 28.01 8.92 7.57 6.81 8.01 11.76 3.31 23.23 73.29 19.55 14.53 38.28 41.36 31.14 17.7 3657.056 326.187 74.019 269.117 205 310 39 13615 2314 2.1 1357.09 1103.9 958.1 10283.2 2771.3 2143.8 9872.7 4711.1 3115.7 5170.4 14241.7 2922.8 373.99 116.56 338.14 253.68 33 18 1668.163 116.801 194.625 122.6522 587.881 444193.61 3.630 7.295 46.479 11.343 5.924 5.050 66.107 27.53 8.80 7.57 6.77 7.73 11.38 2.65 21.52 74.49 18.95 14.56 39.56 41.26 31.12 17.39 3651.623 324.562 73.616 269.457 205 310 39 13784 2347 2.1 1361.04 1024.5 957.0 10301.3 2789.3 2223.5 9864.5 4738.2 3115.3 5064.0 14386.6 3007.9 1355.46 1042.2 974.2 10395.1 2816.9 2226.2 10263.1 4985.4 3102.9 4630.2 14527.7 3045.0 372.16 115.87 337.46 251.08 33 18 1656.889 134.247 192.901 122.5364 582.897 449476.09 3.803 7.364 46.511 11.493 6.055 5.136 66.027 27.68 9.42 7.63 6.77 7.58 11.43 3.28 22.88 73.03 20.14 14.55 38.57 40.58 31.17 17.57 3655.989 324.389 73.298 270.877 205 311 39 13755 2324 2.1 OpenBenchmarking.org
Quantum ESPRESSO Input: AUSURF112 OpenBenchmarking.org Seconds, Fewer Is Better Quantum ESPRESSO 6.8 Input: AUSURF112 4 2 1 3 300 600 900 1200 1500 SE +/- 5.66, N = 3 SE +/- 5.94, N = 3 1355.46 1357.09 1358.68 1361.04 1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Scala Dotty 3 4 2 1 200 400 600 800 1000 SE +/- 8.47, N = 3 SE +/- 15.97, N = 15 1024.5 1042.2 1103.9 1134.7 MIN: 826.33 / MAX: 2287.3 MIN: 842.98 / MAX: 2237.87 MIN: 820.44 / MAX: 2541.02 MIN: 851.79 / MAX: 2126.23
Renaissance Test: Random Forest OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Random Forest 3 2 1 4 200 400 600 800 1000 SE +/- 3.48, N = 3 SE +/- 7.20, N = 3 957.0 958.1 973.3 974.2 MIN: 857.47 / MAX: 1207.37 MIN: 879.86 / MAX: 1189.49 MIN: 889.42 / MAX: 1158.35 MIN: 887.09 / MAX: 1190.87
Renaissance Test: ALS Movie Lens OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: ALS Movie Lens 1 2 3 4 2K 4K 6K 8K 10K SE +/- 9.95, N = 3 SE +/- 41.79, N = 3 10271.2 10283.2 10301.3 10395.1 MAX: 11292.71 MIN: 10268.99 / MAX: 11345.94 MIN: 10218.5 / MAX: 11569.96 MAX: 11540.63
Renaissance Test: Apache Spark ALS OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark ALS 2 3 1 4 600 1200 1800 2400 3000 SE +/- 16.68, N = 3 SE +/- 33.66, N = 3 2771.3 2789.3 2795.6 2816.9 MIN: 2560.86 / MAX: 3077.84 MIN: 2579.81 / MAX: 3193.59 MIN: 2681.41 / MAX: 2996.2 MIN: 2617.33 / MAX: 3046.89
Renaissance Test: Apache Spark Bayes OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark Bayes 1 2 3 4 500 1000 1500 2000 2500 SE +/- 16.65, N = 3 SE +/- 17.69, N = 3 2108.1 2143.8 2223.5 2226.2 MIN: 1569.46 MIN: 1562.4 / MAX: 3586.17 MIN: 1610.95 / MAX: 2982.19 MIN: 1538.66 / MAX: 10685.31
Renaissance Test: Savina Reactors.IO OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Savina Reactors.IO 3 2 1 4 2K 4K 6K 8K 10K SE +/- 123.24, N = 5 SE +/- 146.25, N = 12 9864.5 9872.7 9913.6 10263.1 MIN: 9577.17 / MAX: 14858.63 MIN: 9023.31 / MAX: 15624.79 MIN: 9913.57 / MAX: 15583.01 MAX: 15575.43
Renaissance Test: Apache Spark PageRank OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Apache Spark PageRank 2 3 1 4 1100 2200 3300 4400 5500 SE +/- 56.31, N = 12 SE +/- 79.83, N = 12 4711.1 4738.2 4902.1 4985.4 MIN: 3934.16 / MAX: 5235.62 MIN: 3868.09 / MAX: 5249.23 MIN: 4490.93 / MAX: 5076.83 MIN: 4509.87 / MAX: 5089.15
Renaissance Test: Finagle HTTP Requests OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Finagle HTTP Requests 1 4 3 2 700 1400 2100 2800 3500 SE +/- 7.79, N = 3 SE +/- 13.89, N = 3 3082.7 3102.9 3115.3 3115.7 MIN: 2849.13 / MAX: 3094.87 MIN: 2873.39 / MAX: 3119.64 MIN: 2842.24 / MAX: 3228.02 MIN: 2849.84 / MAX: 3181.27
Renaissance Test: In-Memory Database Shootout OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: In-Memory Database Shootout 4 1 3 2 1100 2200 3300 4400 5500 SE +/- 79.58, N = 15 SE +/- 54.68, N = 15 4630.2 4651.7 5064.0 5170.4 MIN: 4002.29 / MAX: 5453.22 MIN: 4050.47 / MAX: 5449.92 MIN: 3897.41 / MAX: 9465.37 MIN: 3875.97 / MAX: 7892.95
Renaissance Test: Akka Unbalanced Cobwebbed Tree OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Akka Unbalanced Cobwebbed Tree 2 1 3 4 3K 6K 9K 12K 15K SE +/- 28.57, N = 3 SE +/- 182.97, N = 5 14241.7 14253.1 14386.6 14527.7 MIN: 11182.38 / MAX: 14293.9 MIN: 11211.62 / MAX: 14253.14 MIN: 11130.48 / MAX: 15106.91 MIN: 11587.58
Renaissance Test: Genetic Algorithm Using Jenetics + Futures OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Genetic Algorithm Using Jenetics + Futures 2 1 3 4 700 1400 2100 2800 3500 SE +/- 15.18, N = 3 SE +/- 39.12, N = 3 2922.8 2961.2 3007.9 3045.0 MIN: 2839.55 / MAX: 2977.66 MIN: 2918.73 / MAX: 3008.48 MIN: 2883.99 / MAX: 3102.87 MIN: 3011.23 / MAX: 3079.39
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.9.1 Video Input: Chimera 1080p 1 2 4 80 160 240 320 400 SE +/- 0.60, N = 3 374.41 373.99 372.16 MIN: 283.67 / MAX: 588.26 MIN: 279.97 / MAX: 590.77 MIN: 283.06 / MAX: 561.9 1. (CC) gcc options: -pthread -lm
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.9.1 Video Input: Summer Nature 4K 1 2 4 30 60 90 120 150 SE +/- 0.08, N = 3 116.70 116.56 115.87 MIN: 103.05 / MAX: 123.08 MIN: 102.19 / MAX: 122.9 MIN: 101.07 / MAX: 121.87 1. (CC) gcc options: -pthread -lm
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.9.1 Video Input: Summer Nature 1080p 1 2 4 70 140 210 280 350 SE +/- 0.83, N = 3 339.46 338.14 337.46 MIN: 273.75 / MAX: 364.24 MIN: 281.14 / MAX: 365.6 MIN: 267.01 / MAX: 363.69 1. (CC) gcc options: -pthread -lm
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.9.1 Video Input: Chimera 1080p 10-bit 1 2 4 60 120 180 240 300 SE +/- 0.21, N = 3 255.30 253.68 251.08 MIN: 187.72 / MAX: 440.18 MIN: 187.17 / MAX: 442.3 MIN: 186.85 / MAX: 416.3 1. (CC) gcc options: -pthread -lm
OpenVKL Benchmark: vklBenchmark ISPC OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark ISPC 4 2 1 8 16 24 32 40 33 33 33 MIN: 3 / MAX: 454 MIN: 3 / MAX: 450 MIN: 3 / MAX: 449
OpenVKL Benchmark: vklBenchmark Scalar OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark Scalar 4 2 1 4 8 12 16 20 18 18 18 MIN: 1 / MAX: 437 MIN: 1 / MAX: 435 MIN: 1 / MAX: 435
Timed GCC Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GCC Compilation 11.2.0 Time To Compile 1 4 2 400 800 1200 1600 2000 SE +/- 1.31, N = 3 1611.27 1656.89 1668.16
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.14 Time To Compile 2 1 4 30 60 90 120 150 SE +/- 1.11, N = 9 116.80 128.75 134.25
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.5.1 Total Time For Sample Scene 4 1 2 40 80 120 160 200 SE +/- 0.44, N = 3 192.90 193.77 194.63 1. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
Tachyon Total Time OpenBenchmarking.org Seconds, Fewer Is Better Tachyon 0.99b6 Total Time 1 4 2 30 60 90 120 150 SE +/- 0.10, N = 3 122.31 122.54 122.65 1. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
Google SynthMark Test: VoiceMark_100 OpenBenchmarking.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 2 1 4 130 260 390 520 650 SE +/- 0.91, N = 3 587.88 585.34 582.90 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.2.0 4 1 2 100K 200K 300K 400K 500K SE +/- 1668.14, N = 3 449476.09 444494.04 444193.61 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 1 2 4 0.8557 1.7114 2.5671 3.4228 4.2785 SE +/- 0.053, N = 4 3.489 3.630 3.803 MIN: 3.45 / MAX: 3.83 MIN: 3.47 / MAX: 6.22 MIN: 3.72 / MAX: 4.94 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: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: squeezenetv1.1 1 2 4 2 4 6 8 10 SE +/- 0.094, N = 4 7.000 7.295 7.364 MIN: 6.95 / MAX: 8.07 MIN: 7.01 / MAX: 67.92 MIN: 7.29 / MAX: 7.67 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 1.2 Model: resnet-v2-50 1 2 4 11 22 33 44 55 SE +/- 0.22, N = 4 46.02 46.48 46.51 MIN: 45.61 / MAX: 70.22 MIN: 45.62 / MAX: 118.04 MIN: 46.18 / MAX: 58.6 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: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: SqueezeNetV1.0 1 2 4 3 6 9 12 15 SE +/- 0.11, N = 4 11.00 11.34 11.49 MIN: 10.94 / MAX: 11.9 MIN: 11.05 / MAX: 25.3 MIN: 11.38 / MAX: 14.47 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 1.2 Model: MobileNetV2_224 1 2 4 2 4 6 8 10 SE +/- 0.040, N = 4 5.749 5.924 6.055 MIN: 5.72 / MAX: 6.81 MIN: 5.8 / MAX: 9.65 MIN: 6.01 / MAX: 7.07 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 1.2 Model: mobilenet-v1-1.0 1 2 4 1.1556 2.3112 3.4668 4.6224 5.778 SE +/- 0.018, N = 4 5.048 5.050 5.136 MIN: 4.91 / MAX: 54.4 MIN: 4.95 / MAX: 27.22 MIN: 5.08 / MAX: 19.52 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: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: inception-v3 1 4 2 15 30 45 60 75 SE +/- 0.89, N = 4 64.90 66.03 66.11 MIN: 64.59 / MAX: 87.6 MIN: 65.71 / MAX: 134.73 MIN: 64.47 / MAX: 179.62 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: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet 2 4 1 7 14 21 28 35 SE +/- 0.15, N = 3 27.53 27.68 28.01 MIN: 25.73 / MAX: 29.94 MIN: 26.13 / MAX: 75.15 MIN: 26.35 / MAX: 106.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 2 1 4 3 6 9 12 15 SE +/- 0.07, N = 3 8.80 8.92 9.42 MIN: 8.06 / MAX: 65.16 MIN: 8.02 / MAX: 9.24 MIN: 8.86 / MAX: 72.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 1 2 4 2 4 6 8 10 SE +/- 0.13, N = 3 7.57 7.57 7.63 MIN: 7.47 / MAX: 8.69 MIN: 7.16 / MAX: 62.55 MIN: 7.54 / MAX: 9.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 2 4 1 2 4 6 8 10 SE +/- 0.07, N = 3 6.77 6.77 6.81 MIN: 6.65 / MAX: 7.82 MIN: 6.71 / MAX: 6.97 MIN: 6.77 / MAX: 6.93 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet 4 2 1 2 4 6 8 10 SE +/- 0.12, N = 3 7.58 7.73 8.01 MIN: 7.46 / MAX: 9.68 MIN: 7.33 / MAX: 83.07 MIN: 7.8 / MAX: 24.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 2 4 1 3 6 9 12 15 SE +/- 0.14, N = 3 11.38 11.43 11.76 MIN: 10.89 / MAX: 61.71 MIN: 11.37 / MAX: 11.88 MIN: 11.68 / MAX: 12.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface 2 4 1 0.7448 1.4896 2.2344 2.9792 3.724 SE +/- 0.01, N = 3 2.65 3.28 3.31 MIN: 2.59 / MAX: 7.17 MIN: 2.74 / MAX: 117.12 MIN: 2.63 / MAX: 133.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet 2 4 1 6 12 18 24 30 SE +/- 0.29, N = 3 21.52 22.88 23.23 MIN: 20.42 / MAX: 74.82 MIN: 22.23 / MAX: 25.12 MIN: 22.12 / MAX: 89.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 4 1 2 20 40 60 80 100 SE +/- 0.28, N = 3 73.03 73.29 74.49 MIN: 72.42 / MAX: 78.52 MIN: 72.42 / MAX: 76.11 MIN: 72.08 / MAX: 125.89 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 2 1 4 5 10 15 20 25 SE +/- 0.56, N = 3 18.95 19.55 20.14 MIN: 18.26 / MAX: 37.54 MIN: 18.23 / MAX: 86.21 MIN: 18.41 / MAX: 40.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet 1 4 2 4 8 12 16 20 SE +/- 0.01, N = 3 14.53 14.55 14.56 MIN: 14.41 / MAX: 16.68 MIN: 14.48 / MAX: 15.15 MIN: 14.42 / MAX: 25.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 1 4 2 9 18 27 36 45 SE +/- 0.50, N = 3 38.28 38.57 39.56 MIN: 38.03 / MAX: 50.12 MIN: 38.16 / MAX: 41.89 MIN: 37.96 / MAX: 74.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny 4 2 1 9 18 27 36 45 SE +/- 0.24, N = 3 40.58 41.26 41.36 MIN: 36.73 / MAX: 46.52 MIN: 35.15 / MAX: 50.66 MIN: 37.18 / MAX: 105.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd 2 1 4 7 14 21 28 35 SE +/- 0.07, N = 3 31.12 31.14 31.17 MIN: 29.61 / MAX: 90.13 MIN: 29.83 / MAX: 38.85 MIN: 29.79 / MAX: 47.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m 2 4 1 4 8 12 16 20 SE +/- 0.05, N = 3 17.39 17.57 17.70 MIN: 16.94 / MAX: 111.71 MIN: 17.28 / MAX: 72.79 MIN: 17.04 / MAX: 82.03 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
TNN Target: CPU - Model: DenseNet OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet 2 4 1 800 1600 2400 3200 4000 SE +/- 1.74, N = 3 3651.62 3655.99 3657.06 MIN: 3534.09 / MAX: 3733.22 MIN: 3540.19 / MAX: 4008.21 MIN: 3556.01 / MAX: 3721.82 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 4 2 1 70 140 210 280 350 SE +/- 0.81, N = 3 324.39 324.56 326.19 MIN: 310.19 / MAX: 340 MIN: 301.98 / MAX: 368.9 MIN: 305.03 / MAX: 347.92 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 4 2 1 16 32 48 64 80 SE +/- 0.16, N = 3 73.30 73.62 74.02 MIN: 72.84 / MAX: 74.36 MIN: 72.83 / MAX: 74.91 MIN: 72.81 / MAX: 76.67 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 1 2 4 60 120 180 240 300 SE +/- 0.13, N = 3 269.12 269.46 270.88 MIN: 268.69 / MAX: 269.54 MIN: 268.7 / MAX: 273.37 MIN: 270.32 / MAX: 274.21 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU 4 2 1 40 80 120 160 200 SE +/- 0.17, N = 3 205 205 205 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 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU 4 2 1 70 140 210 280 350 SE +/- 0.58, N = 3 311 310 310 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: fcn-resnet101-11 - Device: OpenMP CPU 4 2 1 9 18 27 36 45 SE +/- 0.00, N = 3 39 39 39 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: shufflenet-v2-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: shufflenet-v2-10 - Device: OpenMP CPU 2 4 1 3K 6K 9K 12K 15K SE +/- 48.97, N = 3 13784 13755 13615 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: super-resolution-10 - Device: OpenMP CPU 2 4 1 500 1000 1500 2000 2500 SE +/- 3.98, N = 3 2347 2324 2314 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
Natron Input: Spaceship OpenBenchmarking.org FPS, More Is Better Natron 2.4 Input: Spaceship 4 2 1 0.4725 0.945 1.4175 1.89 2.3625 SE +/- 0.03, N = 3 2.1 2.1 2.1
Phoronix Test Suite v10.8.4