TR 3990X Okt AMD Ryzen Threadripper 3990X 64-Core testing with a System76 Thelio Major (F4c Z5 BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2010117-FI-TR3990XOK30 .
TR 3990X Okt Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Linux 5.4 2 3 AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads) System76 Thelio Major (F4c Z5 BIOS) AMD Starship/Matisse 126GB Samsung SSD 970 EVO Plus 500GB AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz) AMD Navi 10 HDMI Audio G237HL Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-47-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 amdgpu 19.1.0 4.6 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: acpi-cpufreq ondemand - CPU Microcode: 0x8301025 Graphics Details - GLAMOR Python Details - Python 2.7.18rc1 + Python 3.8.2 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: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
TR 3990X Okt realsr-ncnn: 4x - No vkfft: glmark2: 1920 x 1080 sockperf: Throughput sockperf: Latency Ping Pong sockperf: Latency Under Load 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 libraw: Post-Processing Benchmark aom-av1: Speed 0 Two-Pass aom-av1: Speed 4 Two-Pass aom-av1: Speed 6 Realtime aom-av1: Speed 6 Two-Pass aom-av1: Speed 8 Realtime build-llvm: Time To Compile espeak: Text-To-Speech Synthesis rnnoise: system-decompress-gzip: mpv: Big Buck Bunny Sunflower 4K - Software Only mpv: Big Buck Bunny Sunflower 1080p - Software Only couchdb: 100 - 1000 - 24 keydb: gromacs: Water Benchmark 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 ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 openvino: Face Detection 0106 FP16 - CPU openvino: Face Detection 0106 FP16 - CPU openvino: Face Detection 0106 FP32 - CPU openvino: Face Detection 0106 FP32 - CPU openvino: Person Detection 0106 FP16 - CPU openvino: Person Detection 0106 FP16 - CPU openvino: Person Detection 0106 FP32 - CPU openvino: Person Detection 0106 FP32 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP32 - CPU openvino: Age Gender Recognition Retail 0013 FP32 - CPU 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 Linux 5.4 2 3 16.882 20490 8656 563933 3.755 14.711 1516 1472 194138 0.43908 16.965 129902.32261876 165.003 183.000783 9.002 228 26.555 23.682 1.503 2.294 16.220 7.141 33.528 42607098.5 41.87 0.33 2.53 18.09 3.90 34.83 203.220 28.581 18.639 2.864 1046.24 2574.81 118.091 450800.42 3.761 54629 111761 150216 301954 110.688 8.451 32.798 5.465 5.496 31.884 25.07 27.40 13.12 12.96 13.11 12.37 16.49 5.51 25.59 52.69 18.63 12.16 36.78 36.40 5.69 9.68 4.54 8.72 3.43 4.61 11.53 1.09 8.45 83.73 3.30 30.49 9.92 14.46 270.100 245.844 9.65 3294.43 9.58 3293.71 6.68 4662.58 6.50 4799.77 33390.81 0.93 33014.26 0.94 376705975.84097 51.50 42.09 20.90 1.61 44930063 1148311.0 1498935.7 1547196.9 16.543 20538 8656 563495 3.798 14.608 1505 1446 193664 0.43837 17.044 127987.82451596 166.113 183.694458 9.056 229 26.287 23.338 1.501 2.298 16.310 7.123 33.770 43503603.1 41.55 0.33 2.51 18.12 3.90 34.49 203.638 28.463 18.772 2.849 1037.84 2563.28 118.569 440299.41 3.754 56118 112360 150709 301781 110.650 8.519 32.629 5.442 5.480 31.723 25.35 27.48 13.47 14.34 14.34 14.58 18.21 6.10 26.94 52.14 18.23 11.75 36.39 35.05 5.70 9.53 4.53 8.71 3.55 4.60 11.46 1.06 8.50 84.12 3.31 30.27 9.82 14.37 268.809 244.172 9.64 3286.54 9.56 3316.90 6.64 4683.32 6.52 4752.26 33277.84 0.93 32931.77 0.94 375641035.45247 51.92 42.43 20.91 1.62 44873723 1146038.5 1501667.1 1539068.1 16.583 20532 8649 572421 3.802 14.593 1474 1483 192306 0.44425 16.884 128693.18322745 165.748 184.298365 9.135 230 26.178 23.888 1.494 2.305 16.379 7.172 34.126 44247620.1 41.40 0.33 2.53 17.86 3.91 34.69 203.351 28.747 18.737 2.856 1050.73 2568.83 117.927 447704.19 3.753 56032 112011 150522 303072 110.575 8.664 32.291 5.422 5.480 31.607 25.63 28.21 13.39 13.85 14.12 12.93 17.31 5.88 26.31 52.12 18.47 12.17 37.34 35.66 5.74 9.71 4.53 8.71 3.43 4.61 11.50 1.08 8.46 83.47 3.30 30.02 9.58 14.39 268.086 246.780 9.65 3284.11 9.60 3307.26 6.60 4721.76 6.51 4782.63 33230.50 0.93 32913.00 0.94 374097932.78222 52.39 42.79 20.91 1.65 44476553 1144571.8 1495506.9 1534264.5 OpenBenchmarking.org
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 16.88 16.54 16.58
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 2020-09-29 Linux 5.4 2 3 4K 8K 12K 16K 20K SE +/- 39.00, N = 3 SE +/- 4.16, N = 3 SE +/- 2.85, N = 3 20490 20538 20532
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 Linux 5.4 2 3 2K 4K 6K 8K 10K 8656 8656 8649
Sockperf Test: Throughput OpenBenchmarking.org Messages Per Second, More Is Better Sockperf 3.4 Test: Throughput Linux 5.4 2 3 120K 240K 360K 480K 600K SE +/- 6120.70, N = 5 SE +/- 7244.39, N = 5 SE +/- 5468.48, N = 5 563933 563495 572421 1. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
Sockperf Test: Latency Ping Pong OpenBenchmarking.org usec, Fewer Is Better Sockperf 3.4 Test: Latency Ping Pong Linux 5.4 2 3 0.8555 1.711 2.5665 3.422 4.2775 SE +/- 0.027, N = 5 SE +/- 0.025, N = 5 SE +/- 0.018, N = 5 3.755 3.798 3.802 1. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
Sockperf Test: Latency Under Load OpenBenchmarking.org usec, Fewer Is Better Sockperf 3.4 Test: Latency Under Load Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.06, N = 5 SE +/- 0.10, N = 5 SE +/- 0.17, N = 6 14.71 14.61 14.59 1. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS Linux 5.4 2 3 300 600 900 1200 1500 SE +/- 12.81, N = 3 SE +/- 12.57, N = 3 SE +/- 14.47, N = 3 1516 1505 1474 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen Linux 5.4 2 3 300 600 900 1200 1500 SE +/- 17.75, N = 3 SE +/- 20.76, N = 3 SE +/- 15.07, N = 8 1472 1446 1483 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Random OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Random Linux 5.4 2 3 40K 80K 120K 160K 200K SE +/- 434.65, N = 3 SE +/- 236.07, N = 3 SE +/- 147.36, N = 3 194138 193664 192306 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 Linux 5.4 2 3 0.1 0.2 0.3 0.4 0.5 SE +/- 0.00089, N = 3 SE +/- 0.00080, N = 3 SE +/- 0.00402, N = 3 0.43908 0.43837 0.44425
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.23, N = 3 SE +/- 0.29, N = 3 SE +/- 0.19, N = 3 16.97 17.04 16.88
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine Linux 5.4 2 3 30K 60K 90K 120K 150K SE +/- 375.92, N = 3 SE +/- 813.33, N = 3 SE +/- 201.66, N = 3 129902.32 127987.82 128693.18 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 Linux 5.4 2 3 40 80 120 160 200 SE +/- 0.34, N = 3 SE +/- 0.25, N = 3 SE +/- 0.30, N = 3 165.00 166.11 165.75 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Incompact3D Input: Cylinder OpenBenchmarking.org Seconds, Fewer Is Better Incompact3D 2020-09-17 Input: Cylinder Linux 5.4 2 3 40 80 120 160 200 SE +/- 0.90, N = 3 SE +/- 1.34, N = 3 SE +/- 1.01, N = 3 183.00 183.69 184.30 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 Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.056, N = 3 SE +/- 0.042, N = 3 SE +/- 0.030, N = 3 9.002 9.056 9.135 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 Linux 5.4 2 3 50 100 150 200 250 SE +/- 1.00, N = 3 SE +/- 1.00, N = 3 SE +/- 1.00, N = 3 228 229 230 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 Linux 5.4 2 3 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 26.56 26.29 26.18 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 Linux 5.4 2 3 6 12 18 24 30 SE +/- 0.40, N = 3 SE +/- 0.35, N = 3 SE +/- 0.34, N = 15 23.68 23.34 23.89 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 Linux 5.4 2 3 0.3382 0.6764 1.0146 1.3528 1.691 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 1.503 1.501 1.494 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 Linux 5.4 2 3 0.5186 1.0372 1.5558 2.0744 2.593 SE +/- 0.007, N = 3 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 2.294 2.298 2.305 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 Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 16.22 16.31 16.38 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 Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.015, N = 3 SE +/- 0.009, N = 3 SE +/- 0.010, N = 3 7.141 7.123 7.172 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 Linux 5.4 2 3 8 16 24 32 40 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 33.53 33.77 34.13 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 Linux 5.4 2 3 9M 18M 27M 36M 45M SE +/- 97131.78, N = 3 SE +/- 631231.56, N = 3 SE +/- 365672.33, N = 3 42607098.5 43503603.1 44247620.1
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark Linux 5.4 2 3 10 20 30 40 50 SE +/- 0.26, N = 3 SE +/- 0.28, N = 3 SE +/- 0.08, N = 3 41.87 41.55 41.40 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
AOM AV1 Encoder Mode: Speed 0 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 0 Two-Pass Linux 5.4 2 3 0.0743 0.1486 0.2229 0.2972 0.3715 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.33 0.33 0.33 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 4 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 4 Two-Pass Linux 5.4 2 3 0.5693 1.1386 1.7079 2.2772 2.8465 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.53 2.51 2.53 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 6 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Realtime Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 18.09 18.12 17.86 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 6 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Two-Pass Linux 5.4 2 3 0.8798 1.7596 2.6394 3.5192 4.399 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 3.90 3.90 3.91 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 8 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 8 Realtime Linux 5.4 2 3 8 16 24 32 40 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 34.83 34.49 34.69 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile Linux 5.4 2 3 40 80 120 160 200 SE +/- 1.18, N = 3 SE +/- 0.91, N = 3 SE +/- 0.41, N = 3 203.22 203.64 203.35
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Linux 5.4 2 3 7 14 21 28 35 SE +/- 0.17, N = 4 SE +/- 0.05, N = 4 SE +/- 0.07, N = 4 28.58 28.46 28.75 1. (CC) gcc options: -O2 -std=c99
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Linux 5.4 2 3 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 18.64 18.77 18.74 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
System GZIP Decompression OpenBenchmarking.org Seconds, Fewer Is Better System GZIP Decompression Linux 5.4 2 3 0.6444 1.2888 1.9332 2.5776 3.222 SE +/- 0.018, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 2.864 2.849 2.856
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 Linux 5.4 2 3 200 400 600 800 1000 SE +/- 5.25, N = 3 SE +/- 1.81, N = 3 SE +/- 1.72, N = 3 1046.24 1037.84 1050.73 MIN: 545.46 / MAX: 2000.04 MIN: 545.46 / MAX: 2000.02 MIN: 545.45 / MAX: 2000.04 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 Linux 5.4 2 3 600 1200 1800 2400 3000 SE +/- 13.10, N = 3 SE +/- 18.75, N = 3 SE +/- 3.63, N = 3 2574.81 2563.28 2568.83 MIN: 1200 / MAX: 6000.24 MIN: 1200.01 / MAX: 6000.24 MIN: 1333.32 / MAX: 6000.24 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 Linux 5.4 2 3 30 60 90 120 150 SE +/- 1.01, N = 3 SE +/- 0.48, N = 3 SE +/- 1.12, N = 3 118.09 118.57 117.93 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 Linux 5.4 2 3 100K 200K 300K 400K 500K SE +/- 7622.83, N = 3 SE +/- 3068.12, N = 3 SE +/- 5879.33, N = 3 450800.42 440299.41 447704.19 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Linux 5.4 2 3 0.8462 1.6924 2.5386 3.3848 4.231 SE +/- 0.005, N = 3 SE +/- 0.005, N = 3 SE +/- 0.006, N = 3 3.761 3.754 3.753 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -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 Linux 5.4 2 3 12K 24K 36K 48K 60K SE +/- 541.26, N = 3 SE +/- 135.75, N = 3 SE +/- 239.93, N = 3 54629 56118 56032 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 Linux 5.4 2 3 20K 40K 60K 80K 100K SE +/- 186.59, N = 3 SE +/- 157.09, N = 3 SE +/- 122.83, N = 3 111761 112360 112011 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 Linux 5.4 2 3 30K 60K 90K 120K 150K SE +/- 388.21, N = 3 SE +/- 53.58, N = 3 SE +/- 476.07, N = 3 150216 150709 150522 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 Linux 5.4 2 3 60K 120K 180K 240K 300K SE +/- 143.11, N = 3 SE +/- 1840.25, N = 3 SE +/- 72.13, N = 3 301954 301781 303072 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 Linux 5.4 2 3 20 40 60 80 100 SE +/- 0.21, N = 3 SE +/- 0.16, N = 3 SE +/- 0.09, N = 3 110.69 110.65 110.58 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 Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.112, N = 13 SE +/- 0.181, N = 15 SE +/- 0.250, N = 12 8.451 8.519 8.664 MIN: 7.67 / MAX: 10.49 MIN: 7.66 / MAX: 11.88 MIN: 7.6 / MAX: 12 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 Linux 5.4 2 3 8 16 24 32 40 SE +/- 0.21, N = 13 SE +/- 0.17, N = 15 SE +/- 0.17, N = 12 32.80 32.63 32.29 MIN: 30.14 / MAX: 35.82 MIN: 30.5 / MAX: 35.76 MIN: 30.04 / MAX: 35.43 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 Linux 5.4 2 3 1.2296 2.4592 3.6888 4.9184 6.148 SE +/- 0.029, N = 13 SE +/- 0.012, N = 15 SE +/- 0.022, N = 12 5.465 5.442 5.422 MIN: 5.19 / MAX: 6.36 MIN: 5.16 / MAX: 6.35 MIN: 5.18 / MAX: 6.03 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: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 Linux 5.4 2 3 1.2366 2.4732 3.7098 4.9464 6.183 SE +/- 0.019, N = 13 SE +/- 0.022, N = 14 SE +/- 0.021, N = 12 5.496 5.480 5.480 MIN: 5.09 / MAX: 6.1 MIN: 5.07 / MAX: 6.39 MIN: 5.04 / MAX: 6.09 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 Linux 5.4 2 3 7 14 21 28 35 SE +/- 0.16, N = 13 SE +/- 0.20, N = 15 SE +/- 0.09, N = 12 31.88 31.72 31.61 MIN: 30.07 / MAX: 33.31 MIN: 30 / MAX: 33.75 MIN: 30.43 / MAX: 33.67 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
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet Linux 5.4 2 3 6 12 18 24 30 SE +/- 0.10, N = 3 SE +/- 0.24, N = 3 SE +/- 0.08, N = 3 25.07 25.35 25.63 MIN: 23.9 / MAX: 29.34 MIN: 23.99 / MAX: 29.99 MIN: 24.27 / MAX: 29.59 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 Linux 5.4 2 3 7 14 21 28 35 SE +/- 0.43, N = 3 SE +/- 0.37, N = 3 SE +/- 0.19, N = 3 27.40 27.48 28.21 MIN: 25.76 / MAX: 32.7 MIN: 25.29 / MAX: 35.51 MIN: 26.7 / MAX: 32.72 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 Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.31, N = 3 SE +/- 0.23, N = 3 SE +/- 0.20, N = 3 13.12 13.47 13.39 MIN: 12.2 / MAX: 15.14 MIN: 12.3 / MAX: 18.22 MIN: 12.33 / MAX: 32.12 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 Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.23, N = 3 SE +/- 0.10, N = 3 12.96 14.34 13.85 MIN: 12.63 / MAX: 14.51 MIN: 12.98 / MAX: 26.26 MIN: 13.09 / MAX: 19.5 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 Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 13.11 14.34 14.12 MIN: 12.73 / MAX: 15.23 MIN: 13.13 / MAX: 18.68 MIN: 13.32 / MAX: 23.18 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 Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.19, N = 3 SE +/- 1.28, N = 3 SE +/- 0.05, N = 3 12.37 14.58 12.93 MIN: 12.06 / MAX: 14.26 MIN: 12.24 / MAX: 23.88 MIN: 12.34 / MAX: 19.09 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 Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.25, N = 3 SE +/- 0.08, N = 3 16.49 18.21 17.31 MIN: 16.29 / MAX: 24.66 MIN: 16.67 / MAX: 23.54 MIN: 16.65 / MAX: 19.75 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 Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 5.51 6.10 5.88 MIN: 5.29 / MAX: 9.76 MIN: 5.59 / MAX: 16.3 MIN: 5.66 / MAX: 6.32 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 Linux 5.4 2 3 6 12 18 24 30 SE +/- 0.27, N = 3 SE +/- 0.42, N = 3 SE +/- 0.20, N = 3 25.59 26.94 26.31 MIN: 24.94 / MAX: 42.73 MIN: 25.48 / MAX: 29.13 MIN: 25.44 / MAX: 33.58 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 Linux 5.4 2 3 12 24 36 48 60 SE +/- 0.56, N = 3 SE +/- 1.04, N = 3 SE +/- 0.64, N = 3 52.69 52.14 52.12 MIN: 50.22 / MAX: 58.21 MIN: 48.42 / MAX: 60.84 MIN: 49.36 / MAX: 63.52 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 Linux 5.4 2 3 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.34, N = 3 SE +/- 0.05, N = 3 18.63 18.23 18.47 MIN: 17.97 / MAX: 24.19 MIN: 17.31 / MAX: 23.72 MIN: 17.93 / MAX: 19.6 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 Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.27, N = 3 SE +/- 0.09, N = 3 SE +/- 0.19, N = 3 12.16 11.75 12.17 MIN: 11.37 / MAX: 14.77 MIN: 11.17 / MAX: 23.47 MIN: 11.23 / MAX: 17.3 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 Linux 5.4 2 3 9 18 27 36 45 SE +/- 0.49, N = 3 SE +/- 0.52, N = 3 SE +/- 0.64, N = 3 36.78 36.39 37.34 MIN: 34.95 / MAX: 41.54 MIN: 34.7 / MAX: 41.24 MIN: 35.19 / MAX: 51.27 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 Linux 5.4 2 3 8 16 24 32 40 SE +/- 0.03, N = 3 SE +/- 0.37, N = 3 SE +/- 0.35, N = 3 36.40 35.05 35.66 MIN: 35.85 / MAX: 41.14 MIN: 34.11 / MAX: 40.67 MIN: 34.66 / MAX: 38.72 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet Linux 5.4 2 3 1.2915 2.583 3.8745 5.166 6.4575 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 5.69 5.70 5.74 MIN: 5.51 / MAX: 6.13 MIN: 5.48 / MAX: 9.78 MIN: 5.49 / MAX: 11.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.13, N = 3 9.68 9.53 9.71 MIN: 8.37 / MAX: 29.59 MIN: 8.35 / MAX: 36.02 MIN: 8.39 / MAX: 40.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Linux 5.4 2 3 1.0215 2.043 3.0645 4.086 5.1075 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 4.54 4.53 4.53 MIN: 4.26 / MAX: 7.47 MIN: 4.25 / MAX: 5.75 MIN: 4.23 / MAX: 5.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 8.72 8.71 8.71 MIN: 7.38 / MAX: 31.16 MIN: 7.4 / MAX: 31.92 MIN: 7.43 / MAX: 30.58 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 Linux 5.4 2 3 0.7988 1.5976 2.3964 3.1952 3.994 SE +/- 0.00, N = 3 SE +/- 0.11, N = 3 SE +/- 0.00, N = 3 3.43 3.55 3.43 MIN: 3.35 / MAX: 3.68 MIN: 3.33 / MAX: 22.77 MIN: 3.34 / MAX: 3.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet Linux 5.4 2 3 1.0373 2.0746 3.1119 4.1492 5.1865 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.61 4.60 4.61 MIN: 4.36 / MAX: 4.94 MIN: 4.35 / MAX: 4.94 MIN: 4.35 / MAX: 5.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 SE +/- 0.21, N = 3 11.53 11.46 11.50 MIN: 10.48 / MAX: 36.8 MIN: 10.41 / MAX: 42.66 MIN: 10.38 / MAX: 33.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface Linux 5.4 2 3 0.2453 0.4906 0.7359 0.9812 1.2265 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 1.09 1.06 1.08 MIN: 1.01 / MAX: 1.56 MIN: 1.01 / MAX: 1.56 MIN: 1.01 / MAX: 1.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.21, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 8.45 8.50 8.46 MIN: 7.12 / MAX: 32.39 MIN: 7.1 / MAX: 29.7 MIN: 7.12 / MAX: 27.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 Linux 5.4 2 3 20 40 60 80 100 SE +/- 0.45, N = 3 SE +/- 0.14, N = 3 SE +/- 0.10, N = 3 83.73 84.12 83.47 MIN: 66.8 / MAX: 112.01 MIN: 66.71 / MAX: 108.36 MIN: 66.56 / MAX: 110.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 Linux 5.4 2 3 0.7448 1.4896 2.2344 2.9792 3.724 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 3.30 3.31 3.30 MIN: 3.23 / MAX: 6.06 MIN: 3.22 / MAX: 5.09 MIN: 3.22 / MAX: 4.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet Linux 5.4 2 3 7 14 21 28 35 SE +/- 0.57, N = 3 SE +/- 0.72, N = 3 SE +/- 0.32, N = 3 30.49 30.27 30.02 MIN: 25.2 / MAX: 56.82 MIN: 25.44 / MAX: 55.96 MIN: 25.34 / MAX: 56.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.34, N = 3 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 9.92 9.82 9.58 MIN: 9.02 / MAX: 30.94 MIN: 9 / MAX: 31.97 MIN: 8.97 / MAX: 23.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny Linux 5.4 2 3 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 14.46 14.37 14.39 MIN: 12.36 / MAX: 40.61 MIN: 12.27 / MAX: 32.22 MIN: 12.33 / MAX: 39.9 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 Linux 5.4 2 3 60 120 180 240 300 SE +/- 3.67, N = 3 SE +/- 0.64, N = 3 SE +/- 2.03, N = 3 270.10 268.81 268.09 MIN: 262.09 / MAX: 307.37 MIN: 262.12 / MAX: 297.98 MIN: 261.24 / MAX: 297.96 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 Linux 5.4 2 3 50 100 150 200 250 SE +/- 0.60, N = 3 SE +/- 0.37, N = 3 SE +/- 0.33, N = 3 245.84 244.17 246.78 MIN: 244.15 / MAX: 249.18 MIN: 241.07 / MAX: 245.76 MIN: 243.93 / MAX: 255.19 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenVINO Model: Face Detection 0106 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 9.65 9.64 9.65 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Face Detection 0106 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU Linux 5.4 2 3 700 1400 2100 2800 3500 SE +/- 7.33, N = 3 SE +/- 21.19, N = 3 SE +/- 16.95, N = 3 3294.43 3286.54 3284.11 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Face Detection 0106 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU Linux 5.4 2 3 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 9.58 9.56 9.60 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Face Detection 0106 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU Linux 5.4 2 3 700 1400 2100 2800 3500 SE +/- 15.60, N = 3 SE +/- 23.91, N = 3 SE +/- 7.03, N = 3 3293.71 3316.90 3307.26 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Person Detection 0106 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 6.68 6.64 6.60 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Person Detection 0106 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU Linux 5.4 2 3 1000 2000 3000 4000 5000 SE +/- 34.97, N = 3 SE +/- 16.66, N = 3 SE +/- 29.15, N = 3 4662.58 4683.32 4721.76 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Person Detection 0106 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU Linux 5.4 2 3 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 6.50 6.52 6.51 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Person Detection 0106 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU Linux 5.4 2 3 1000 2000 3000 4000 5000 SE +/- 11.05, N = 3 SE +/- 26.72, N = 3 SE +/- 16.09, N = 3 4799.77 4752.26 4782.63 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Linux 5.4 2 3 7K 14K 21K 28K 35K SE +/- 76.15, N = 3 SE +/- 207.95, N = 3 SE +/- 175.53, N = 3 33390.81 33277.84 33230.50 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU Linux 5.4 2 3 0.2093 0.4186 0.6279 0.8372 1.0465 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.93 0.93 0.93 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU Linux 5.4 2 3 7K 14K 21K 28K 35K SE +/- 147.89, N = 3 SE +/- 275.04, N = 3 SE +/- 193.36, N = 3 33014.26 32931.77 32913.00 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenVINO Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU Linux 5.4 2 3 0.2115 0.423 0.6345 0.846 1.0575 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.94 0.94 0.94 1. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT Linux 5.4 2 3 80M 160M 240M 320M 400M SE +/- 918474.47, N = 3 SE +/- 1833857.81, N = 3 SE +/- 1447224.32, N = 3 376705975.84 375641035.45 374097932.78 1. (CC) gcc options: -O3 -march=native -lm
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Linux 5.4 2 3 12 24 36 48 60 SE +/- 0.17, N = 3 SE +/- 0.45, N = 3 SE +/- 0.21, N = 3 51.50 51.92 52.39
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda Linux 5.4 2 3 10 20 30 40 50 SE +/- 0.29, N = 3 SE +/- 0.36, N = 3 SE +/- 0.14, N = 3 42.09 42.43 42.79
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Linux 5.4 2 3 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 20.90 20.91 20.91
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Linux 5.4 2 3 0.3713 0.7426 1.1139 1.4852 1.8565 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 1.61 1.62 1.65
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 Linux 5.4 2 3 10M 20M 30M 40M 50M SE +/- 151580.08, N = 3 SE +/- 81815.46, N = 3 SE +/- 132345.53, N = 3 44930063 44873723 44476553 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 Linux 5.4 2 3 200K 400K 600K 800K 1000K SE +/- 2154.85, N = 3 SE +/- 2893.07, N = 3 SE +/- 1149.41, N = 3 1148311.0 1146038.5 1144571.8
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 Linux 5.4 2 3 300K 600K 900K 1200K 1500K SE +/- 898.05, N = 3 SE +/- 2189.38, N = 3 SE +/- 2142.12, N = 3 1498935.7 1501667.1 1495506.9
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 Linux 5.4 2 3 300K 600K 900K 1200K 1500K SE +/- 2382.01, N = 3 SE +/- 3242.42, N = 3 SE +/- 5690.48, N = 3 1547196.9 1539068.1 1534264.5
Phoronix Test Suite v10.8.4