Ryzen 7 3800XT Okt AMD Ryzen 7 3800XT 8-Core testing with a ASRock X570 Pro4 (P3.00 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2010047-FI-RYZEN738062&grt .
Ryzen 7 3800XT Okt Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Vulkan Linux 5.4 Linux 5.8 Linux 5.9 Git AMD Ryzen 7 3800XT 8-Core @ 3.90GHz (8 Cores / 16 Threads) ASRock X570 Pro4 (P3.00 BIOS) AMD Starship/Matisse 16GB 500GB CT500P2SSD8 Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1560/2100MHz) AMD Ellesmere HDMI Audio VA2431 Intel I211 Ubuntu 20.04 5.4.0-42-generic (x86_64) GNOME Shell 3.36.1 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 20.0.4 (LLVM 9.0.1) GCC 9.3.0 ext4 1920x1080 5.8.0-050800-generic (x86_64) 1.2.128 5.9.0-050900rc7daily20201003-generic (x86_64) 20201002 GNOME Shell 3.36.4 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: 0x8701021 Graphics Details - GLAMOR Python Details - 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
Ryzen 7 3800XT Okt ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score 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 couchdb: 100 - 1000 - 24 astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Barbershop - CPU-Only blender: Pabellon Barcelona - CPU-Only byte: Dhrystone 2 caffe: AlexNet - CPU - 100 caffe: AlexNet - CPU - 200 caffe: GoogleNet - CPU - 100 caffe: GoogleNet - CPU - 200 dcraw: RAW To PPM Image Conversion deepspeech: CPU dolfyn: Computational Fluid Dynamics espeak: Text-To-Speech Synthesis ffte: N=256, 3D Complex FFT Routine glmark2: 1920 x 1080 gpaw: Carbon Nanotube gromacs: Water Benchmark hint: FLOAT hugin: Panorama Photo Assistant + Stitching Time incompact3d: Cylinder influxdb: 4 - 10000 - 2,5000,1 - 10000 influxdb: 64 - 10000 - 2,5000,1 - 10000 influxdb: 1024 - 10000 - 2,5000,1 - 10000 keydb: kripke: lammps: Rhodopsin Protein lczero: BLAS lczero: Eigen lczero: Rand avifenc: 0 avifenc: 2 avifenc: 8 avifenc: 10 mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression mnn: SqueezeNetV1.0 mnn: resnet-v2-50 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 montage: Mosaic of M17, K band, 1.5 deg x 1.5 deg mocassin: Dust 2D tau100.0 mpv: Big Buck Bunny Sunflower 4K - Software Only mpv: Big Buck Bunny Sunflower 1080p - Software Only namd: ATPase Simulation - 327,506 Atoms 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 ocrmypdf: Processing 60 Page PDF Document 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 - 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: 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 - 50 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 100 - 100 - Read Write pgbench: 100 - 100 - Read Write - Average Latency rawtherapee: Total Benchmark Time realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes rnnoise: rodinia: OpenMP LavaMD rodinia: OpenMP HotSpot3D rodinia: OpenMP Leukocyte rodinia: OpenMP CFD Solver rodinia: OpenMP Streamcluster system-decompress-gzip: tensorflow-lite: SqueezeNet tensorflow-lite: Inception V4 tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant tensorflow-lite: Inception ResNet V2 tesseract-ocr: Time To OCR 7 Images build-apache: Time To Compile hmmer: Pfam Database Search build-linux-kernel: Time To Compile build-llvm: Time To Compile mafft: Multiple Sequence Alignment - LSU RNA build-php: Time To Compile tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 vkfft: webp: Default webp: Quality 100 webp: Quality 100, Lossless webp: Quality 100, Highest Compression webp: Quality 100, Lossless, Highest Compression compress-zstd: 3 compress-zstd: 19 Linux 5.4 Linux 5.8 Linux 5.9 Git 1068 928 1996 0.32 2.62 18.85 4.02 35.89 97.001 5.43 8.06 25.24 205.20 156.94 450.45 209.02 649.14 501.14 46115673.8 52156 104104 127096 255329 38.331 70.61868 15.561 27.284 36844.284852213 5149 373.560 0.779 400926431.96859 45.570 345.818400 1157537.5 1375863.8 1451631.0 608246.51 4416411 6.666 587 590 218852 82.923 50.018 5.046 4.760 52.19 68.88 19.72 2.28 6.751 32.055 3.978 5.736 35.132 70.441 217 672.12 2149.47 2.19666 18.64 19.55 6.33 5.53 4.60 5.07 7.90 1.89 18.25 76.12 19.09 17.24 31.92 31.28 14.74 11.31 6.16 7.27 4.00 6.79 15.11 1.46 15.99 53.69 9.52 9.52 23.05 18.54 24.788 39691 0.025 406 2.465 332862 0.150 344184 0.291 438 114.256 31411 0.032 328 307.991 295 3.395 266275 0.188 270324 0.370 5028 9.951 6860 14.583 61.581 47.665 363.251 17.746 233.572 81.732 120.257 22.450 33.989 2.693 185367 2672430 162498 123996 126727 2416477 22.870 22.173 94.292 79.467 614.585 11.268 56.856 244.745 230.721 10820 1.436 2.165 15.263 6.699 32.275 3745.9 30.9 1061 926 1987 0.32 2.54 18.75 3.90 32.10 93.480 5.37 8.06 25.23 204.37 154.95 447.68 208.05 647.55 499.03 44847090.5 52599 105448 128380 255799 38.655 69.45069 15.788 29.026 37385.284963879 5128 380.081 0.771 402580548.87072 45.640 359.574799 1139053.3 618206.65 6879472 6.289 573 585 212499 83.026 49.850 5.108 4.829 51.45 71.62 19.41 2.30 6.687 31.746 3.902 5.818 34.567 70.121 220 669.13 2112.38 2.19929 18.63 19.54 6.38 5.57 4.68 5.06 7.96 1.89 18.21 76.25 19.15 17.27 31.98 31.31 14.78 11.34 6.18 7.61 3.98 6.90 15.17 1.53 16.21 54.72 9.77 10.10 23.20 18.65 25.204 36005 0.028 401 2.493 344080 0.146 337782 0.296 436 114.763 30957 0.032 427 234.517 390 2.561 259773 0.193 264628 0.378 6840 7.474 7447 13.516 61.957 47.511 363.227 18.042 233.738 79.576 121.118 22.851 33.843 2.666 185435 2674417 161569 124059 126898 2416390 22.663 22.734 104.999 86.629 638.170 11.411 59.215 245.501 228.117 10850 1.397 2.159 15.138 6.704 32.237 3733.4 30.6 1056 924 1980 0.31 2.53 18.59 4.02 35.59 93.374 5.37 8.06 25.31 205.21 156.00 448.05 208.28 647.68 499.64 45690730.5 52896 105623 127975 257903 38.334 69.28654 15.873 29.327 37488.017925377 5028 379.977 0.784 406889426.81701 45.999 360.061716 1215380.1 1292611.2 619432.38 9356842 5.945 579 580 222555 83.259 50.017 5.086 4.761 50.51 72.25 19.57 2.31 6.653 31.806 3.843 5.742 34.497 70.838 220 669.56 2117.61 2.19478 18.71 19.51 6.41 5.59 4.71 5.06 7.96 1.89 18.26 76.28 19.07 17.32 32.06 31.41 14.74 11.34 6.19 7.30 3.99 6.85 15.27 1.53 16.16 54.55 9.87 9.85 23.37 19.17 25.512 34268 0.029 401 2.495 337661 0.148 331764 0.302 432 115.639 29848 0.034 420 238.284 391 2.561 255797 0.195 258869 0.387 7464 6.700 10027 9.979 62.244 47.999 363.178 17.841 234.105 80.426 121.529 23.060 33.654 2.667 185593 2677030 164492 124249 126843 2418593 22.729 22.294 105.159 79.909 617.326 11.605 57.610 243.772 231.012 10850 1.413 2.176 15.003 6.812 32.121 3723.1 30.5 OpenBenchmarking.org
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score Linux 5.4 Linux 5.8 Linux 5.9 Git 200 400 600 800 1000 1068 1061 1056
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score Linux 5.4 Linux 5.8 Linux 5.9 Git 200 400 600 800 1000 928 926 924
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Linux 5.4 Linux 5.8 Linux 5.9 Git 400 800 1200 1600 2000 1996 1987 1980
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 Linux 5.8 Linux 5.9 Git 0.072 0.144 0.216 0.288 0.36 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.32 0.32 0.31 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 Linux 5.8 Linux 5.9 Git 0.5895 1.179 1.7685 2.358 2.9475 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 2.62 2.54 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 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 18.85 18.75 18.59 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 Linux 5.8 Linux 5.9 Git 0.9045 1.809 2.7135 3.618 4.5225 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.02 3.90 4.02 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 Linux 5.8 Linux 5.9 Git 8 16 24 32 40 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 35.89 32.10 35.59 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
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 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.77, N = 3 SE +/- 1.52, N = 3 SE +/- 1.00, N = 3 97.00 93.48 93.37 1. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
ASTC Encoder Preset: Fast OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Fast Linux 5.4 Linux 5.8 Linux 5.9 Git 1.2218 2.4436 3.6654 4.8872 6.109 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 5.43 5.37 5.37 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium Linux 5.4 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 8.06 8.06 8.06 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough Linux 5.4 Linux 5.8 Linux 5.9 Git 6 12 18 24 30 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 25.24 25.23 25.31 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive Linux 5.4 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 SE +/- 0.30, N = 3 SE +/- 0.23, N = 3 SE +/- 0.23, N = 3 205.20 204.37 205.21 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: BMW27 - Compute: CPU-Only Linux 5.4 Linux 5.8 Linux 5.9 Git 30 60 90 120 150 SE +/- 0.13, N = 3 SE +/- 0.10, N = 3 SE +/- 0.66, N = 3 156.94 154.95 156.00
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Classroom - Compute: CPU-Only Linux 5.4 Linux 5.8 Linux 5.9 Git 100 200 300 400 500 SE +/- 1.04, N = 3 SE +/- 0.35, N = 3 SE +/- 0.68, N = 3 450.45 447.68 448.05
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Fishy Cat - Compute: CPU-Only Linux 5.4 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 SE +/- 0.60, N = 3 SE +/- 0.06, N = 3 SE +/- 0.32, N = 3 209.02 208.05 208.28
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Barbershop - Compute: CPU-Only Linux 5.4 Linux 5.8 Linux 5.9 Git 140 280 420 560 700 SE +/- 0.44, N = 3 SE +/- 0.79, N = 3 SE +/- 0.61, N = 3 649.14 647.55 647.68
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Pabellon Barcelona - Compute: CPU-Only Linux 5.4 Linux 5.8 Linux 5.9 Git 110 220 330 440 550 SE +/- 0.43, N = 3 SE +/- 0.48, N = 3 SE +/- 0.66, N = 3 501.14 499.03 499.64
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 Linux 5.8 Linux 5.9 Git 10M 20M 30M 40M 50M SE +/- 556030.59, N = 6 SE +/- 208387.57, N = 3 SE +/- 589449.56, N = 4 46115673.8 44847090.5 45690730.5
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 Linux 5.8 Linux 5.9 Git 11K 22K 33K 44K 55K SE +/- 91.12, N = 3 SE +/- 119.08, N = 3 SE +/- 50.89, N = 3 52156 52599 52896 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 Linux 5.8 Linux 5.9 Git 20K 40K 60K 80K 100K SE +/- 322.89, N = 3 SE +/- 20.17, N = 3 SE +/- 80.34, N = 3 104104 105448 105623 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 Linux 5.8 Linux 5.9 Git 30K 60K 90K 120K 150K SE +/- 610.56, N = 3 SE +/- 259.83, N = 3 SE +/- 1047.50, N = 3 127096 128380 127975 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 Linux 5.8 Linux 5.9 Git 60K 120K 180K 240K 300K SE +/- 337.83, N = 3 SE +/- 2075.06, N = 3 SE +/- 71.01, N = 3 255329 255799 257903 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
dcraw RAW To PPM Image Conversion OpenBenchmarking.org Seconds, Fewer Is Better dcraw RAW To PPM Image Conversion Linux 5.4 Linux 5.8 Linux 5.9 Git 9 18 27 36 45 SE +/- 0.30, N = 3 SE +/- 0.54, N = 4 SE +/- 0.43, N = 3 38.33 38.66 38.33 1. (CC) gcc options: -lm
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU Linux 5.4 Linux 5.8 Linux 5.9 Git 16 32 48 64 80 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 70.62 69.45 69.29
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics Linux 5.4 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.19, N = 3 SE +/- 0.14, N = 3 SE +/- 0.21, N = 3 15.56 15.79 15.87
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 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.09, N = 4 SE +/- 0.43, N = 20 SE +/- 0.40, N = 20 27.28 29.03 29.33 1. (CC) gcc options: -O2 -std=c99
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 Linux 5.8 Linux 5.9 Git 8K 16K 24K 32K 40K SE +/- 61.86, N = 3 SE +/- 43.81, N = 3 SE +/- 46.88, N = 3 36844.28 37385.28 37488.02 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 Linux 5.4 Linux 5.8 Linux 5.9 Git 1100 2200 3300 4400 5500 5149 5128 5028
GPAW Input: Carbon Nanotube OpenBenchmarking.org Seconds, Fewer Is Better GPAW 20.1 Input: Carbon Nanotube Linux 5.4 Linux 5.8 Linux 5.9 Git 80 160 240 320 400 SE +/- 0.74, N = 3 SE +/- 0.95, N = 3 SE +/- 0.61, N = 3 373.56 380.08 379.98 1. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Linux 5.4 Linux 5.8 Linux 5.9 Git 0.1764 0.3528 0.5292 0.7056 0.882 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 0.779 0.771 0.784 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT Linux 5.4 Linux 5.8 Linux 5.9 Git 90M 180M 270M 360M 450M SE +/- 2845775.45, N = 3 SE +/- 4229464.87, N = 3 SE +/- 1661633.04, N = 3 400926431.97 402580548.87 406889426.82 1. (CC) gcc options: -O3 -march=native -lm
Hugin Panorama Photo Assistant + Stitching Time OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time Linux 5.4 Linux 5.8 Linux 5.9 Git 10 20 30 40 50 SE +/- 0.42, N = 3 SE +/- 0.39, N = 3 SE +/- 0.35, N = 3 45.57 45.64 46.00
Incompact3D Input: Cylinder OpenBenchmarking.org Seconds, Fewer Is Better Incompact3D 2020-09-17 Input: Cylinder Linux 5.4 Linux 5.8 Linux 5.9 Git 80 160 240 320 400 SE +/- 0.84, N = 3 SE +/- 0.93, N = 3 SE +/- 0.29, N = 3 345.82 359.57 360.06 1. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
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 Linux 5.8 Linux 5.9 Git 300K 600K 900K 1200K 1500K SE +/- 4014.90, N = 3 SE +/- 42342.69, N = 12 SE +/- 16869.06, N = 3 1157537.5 1139053.3 1215380.1
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 Linux 5.9 Git 300K 600K 900K 1200K 1500K SE +/- 33684.79, N = 15 SE +/- 48716.51, N = 15 1375863.8 1292611.2
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 300K 600K 900K 1200K 1500K SE +/- 2322.79, N = 3 1451631.0
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 Linux 5.4 Linux 5.8 Linux 5.9 Git 130K 260K 390K 520K 650K SE +/- 1859.07, N = 3 SE +/- 433.40, N = 3 SE +/- 830.89, N = 3 608246.51 618206.65 619432.38 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Kripke OpenBenchmarking.org Throughput FoM, More Is Better Kripke 1.2.4 Linux 5.4 Linux 5.8 Linux 5.9 Git 2M 4M 6M 8M 10M SE +/- 157260.07, N = 6 SE +/- 171381.50, N = 5 SE +/- 236977.32, N = 9 4416411 6879472 9356842 1. (CXX) g++ options: -O3 -fopenmp
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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.066, N = 3 SE +/- 0.073, N = 15 SE +/- 0.047, N = 3 6.666 6.289 5.945 1. (CXX) g++ options: -O3 -pthread -lm
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS Linux 5.4 Linux 5.8 Linux 5.9 Git 130 260 390 520 650 SE +/- 7.31, N = 3 SE +/- 6.84, N = 3 SE +/- 6.19, N = 9 587 573 579 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 Linux 5.8 Linux 5.9 Git 130 260 390 520 650 SE +/- 3.48, N = 3 SE +/- 9.13, N = 3 SE +/- 6.17, N = 3 590 585 580 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 Linux 5.8 Linux 5.9 Git 50K 100K 150K 200K 250K SE +/- 232.54, N = 3 SE +/- 6278.60, N = 9 SE +/- 177.50, N = 3 218852 212499 222555 1. (CXX) g++ options: -flto -pthread
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 0 Linux 5.4 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.43, N = 3 SE +/- 0.33, N = 3 SE +/- 0.20, N = 3 82.92 83.03 83.26 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 2 Linux 5.4 Linux 5.8 Linux 5.9 Git 11 22 33 44 55 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 50.02 49.85 50.02 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 8 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 8 Linux 5.4 Linux 5.8 Linux 5.9 Git 1.1493 2.2986 3.4479 4.5972 5.7465 SE +/- 0.070, N = 3 SE +/- 0.040, N = 3 SE +/- 0.021, N = 3 5.046 5.108 5.086 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 10 Linux 5.4 Linux 5.8 Linux 5.9 Git 1.0865 2.173 3.2595 4.346 5.4325 SE +/- 0.032, N = 3 SE +/- 0.010, N = 3 SE +/- 0.066, N = 3 4.760 4.829 4.761 1. (CXX) g++ options: -O3 -fPIC
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Linux 5.4 Linux 5.8 Linux 5.9 Git 12 24 36 48 60 SE +/- 0.51, N = 3 SE +/- 0.20, N = 3 SE +/- 0.85, N = 3 52.19 51.45 50.51
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda Linux 5.4 Linux 5.8 Linux 5.9 Git 16 32 48 64 80 SE +/- 0.72, N = 3 SE +/- 0.09, N = 3 SE +/- 0.53, N = 3 68.88 71.62 72.25
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Linux 5.4 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.21, N = 3 SE +/- 0.24, N = 3 19.72 19.41 19.57
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Linux 5.4 Linux 5.8 Linux 5.9 Git 0.5198 1.0396 1.5594 2.0792 2.599 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 2.28 2.30 2.31
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 Linux 5.4 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.062, N = 3 SE +/- 0.063, N = 3 SE +/- 0.027, N = 3 6.751 6.687 6.653 MIN: 6.61 / MAX: 18.82 MIN: 6.48 / MAX: 7.94 MIN: 6.52 / MAX: 8.14 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 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.33, N = 3 SE +/- 0.19, N = 3 SE +/- 0.23, N = 3 32.06 31.75 31.81 MIN: 31.53 / MAX: 41.79 MIN: 31.22 / MAX: 44.58 MIN: 31.41 / MAX: 43.61 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 Linux 5.8 Linux 5.9 Git 0.8951 1.7902 2.6853 3.5804 4.4755 SE +/- 0.077, N = 3 SE +/- 0.061, N = 3 SE +/- 0.061, N = 3 3.978 3.902 3.843 MIN: 3.8 / MAX: 5.62 MIN: 3.77 / MAX: 6.12 MIN: 3.72 / MAX: 15.81 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 Linux 5.8 Linux 5.9 Git 1.3091 2.6182 3.9273 5.2364 6.5455 SE +/- 0.054, N = 3 SE +/- 0.035, N = 3 SE +/- 0.016, N = 3 5.736 5.818 5.742 MIN: 5.61 / MAX: 7.57 MIN: 5.7 / MAX: 6.54 MIN: 5.67 / MAX: 6.41 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 Linux 5.4 Linux 5.8 Linux 5.9 Git 8 16 24 32 40 SE +/- 0.88, N = 3 SE +/- 0.40, N = 3 SE +/- 0.29, N = 3 35.13 34.57 34.50 MIN: 33.22 / MAX: 48.35 MIN: 33.71 / MAX: 47.43 MIN: 33.69 / MAX: 45.94 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
Montage Astronomical Image Mosaic Engine Mosaic of M17, K band, 1.5 deg x 1.5 deg OpenBenchmarking.org Seconds, Fewer Is Better Montage Astronomical Image Mosaic Engine 6.0 Mosaic of M17, K band, 1.5 deg x 1.5 deg Linux 5.4 Linux 5.8 Linux 5.9 Git 16 32 48 64 80 SE +/- 0.34, N = 3 SE +/- 0.81, N = 3 SE +/- 0.77, N = 3 70.44 70.12 70.84 1. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2
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 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 217 220 220 1. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
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 Linux 5.8 Linux 5.9 Git 150 300 450 600 750 SE +/- 1.04, N = 3 SE +/- 0.34, N = 3 SE +/- 0.52, N = 3 672.12 669.13 669.56 MIN: 444.44 / MAX: 800 MIN: 444.44 / MAX: 800 MIN: 444.44 / MAX: 857.14 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 Linux 5.8 Linux 5.9 Git 500 1000 1500 2000 2500 SE +/- 9.72, N = 3 SE +/- 4.83, N = 3 SE +/- 3.07, N = 3 2149.47 2112.38 2117.61 MIN: 1199.98 / MAX: 3000.08 MIN: 1090.91 / MAX: 3000.08 MIN: 1199.98 / MAX: 3000.08 1. mpv 0.32.0
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Linux 5.4 Linux 5.8 Linux 5.9 Git 0.4948 0.9896 1.4844 1.9792 2.474 SE +/- 0.00104, N = 3 SE +/- 0.00331, N = 3 SE +/- 0.00272, N = 3 2.19666 2.19929 2.19478
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet Linux 5.4 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 18.64 18.63 18.71 MIN: 18.34 / MAX: 19.09 MIN: 18.32 / MAX: 20.09 MIN: 18.37 / MAX: 20.68 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 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 19.55 19.54 19.51 MIN: 19.03 / MAX: 30.89 MIN: 18.93 / MAX: 20.37 MIN: 19.16 / MAX: 20.91 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 6.33 6.38 6.41 MIN: 6.25 / MAX: 7.66 MIN: 6.27 / MAX: 7.79 MIN: 6.3 / MAX: 8.11 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 Linux 5.8 Linux 5.9 Git 1.2578 2.5156 3.7734 5.0312 6.289 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.53 5.57 5.59 MIN: 5.38 / MAX: 16.71 MIN: 5.46 / MAX: 10.25 MIN: 5.44 / MAX: 7.1 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 Linux 5.8 Linux 5.9 Git 1.0598 2.1196 3.1794 4.2392 5.299 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 4.60 4.68 4.71 MIN: 4.49 / MAX: 5.34 MIN: 4.6 / MAX: 5.58 MIN: 4.6 / MAX: 5.59 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 Linux 5.8 Linux 5.9 Git 1.1408 2.2816 3.4224 4.5632 5.704 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 5.07 5.06 5.06 MIN: 4.96 / MAX: 5.87 MIN: 4.96 / MAX: 7.1 MIN: 4.99 / MAX: 6.28 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 7.90 7.96 7.96 MIN: 7.82 / MAX: 8.64 MIN: 7.85 / MAX: 12.63 MIN: 7.88 / MAX: 8.56 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 Linux 5.8 Linux 5.9 Git 0.4253 0.8506 1.2759 1.7012 2.1265 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.89 1.89 1.89 MIN: 1.84 / MAX: 2.1 MIN: 1.85 / MAX: 1.99 MIN: 1.85 / MAX: 1.94 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 18.25 18.21 18.26 MIN: 17.98 / MAX: 18.85 MIN: 18 / MAX: 19.54 MIN: 18 / MAX: 20.51 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 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 76.12 76.25 76.28 MIN: 75.65 / MAX: 77.47 MIN: 75.71 / MAX: 109.68 MIN: 75.82 / MAX: 99.96 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 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 19.09 19.15 19.07 MIN: 18.96 / MAX: 20.05 MIN: 18.93 / MAX: 19.6 MIN: 18.91 / MAX: 19.7 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 17.24 17.27 17.32 MIN: 17.13 / MAX: 25.8 MIN: 17.21 / MAX: 19.33 MIN: 17.17 / MAX: 47.93 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 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 31.92 31.98 32.06 MIN: 31.69 / MAX: 41.52 MIN: 31.69 / MAX: 35.66 MIN: 31.84 / MAX: 33.52 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 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 31.28 31.31 31.41 MIN: 31.01 / MAX: 32.53 MIN: 31.04 / MAX: 33.33 MIN: 31.06 / MAX: 41.58 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 14.74 14.78 14.74 MIN: 14.02 / MAX: 25.21 MIN: 14.05 / MAX: 29.16 MIN: 13.9 / MAX: 23.16 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 Linux 5.8 Linux 5.9 Git 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 11.31 11.34 11.34 MIN: 10.53 / MAX: 22.63 MIN: 10.6 / MAX: 19.27 MIN: 10.56 / MAX: 24.7 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 6.16 6.18 6.19 MIN: 5.77 / MAX: 8.42 MIN: 5.78 / MAX: 12.72 MIN: 5.78 / MAX: 13.09 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 7.27 7.61 7.30 MIN: 6.96 / MAX: 16.13 MIN: 6.95 / MAX: 24.01 MIN: 6.95 / MAX: 16.41 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 Linux 5.8 Linux 5.9 Git 0.9 1.8 2.7 3.6 4.5 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.00 3.98 3.99 MIN: 3.82 / MAX: 6.24 MIN: 3.83 / MAX: 4.62 MIN: 3.82 / MAX: 4.62 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 6.79 6.90 6.85 MIN: 6.52 / MAX: 15.73 MIN: 6.51 / MAX: 15.2 MIN: 6.52 / MAX: 14.39 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 15.11 15.17 15.27 MIN: 14.21 / MAX: 23.14 MIN: 14.21 / MAX: 22.31 MIN: 14.22 / MAX: 30.66 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 Linux 5.8 Linux 5.9 Git 0.3443 0.6886 1.0329 1.3772 1.7215 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 1.46 1.53 1.53 MIN: 1.18 / MAX: 1.73 MIN: 1.48 / MAX: 1.8 MIN: 1.49 / MAX: 1.81 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 15.99 16.21 16.16 MIN: 15.2 / MAX: 21.45 MIN: 15.17 / MAX: 28.14 MIN: 15.22 / MAX: 24.52 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 Linux 5.8 Linux 5.9 Git 12 24 36 48 60 SE +/- 0.12, N = 3 SE +/- 0.45, N = 3 SE +/- 0.36, N = 3 53.69 54.72 54.55 MIN: 53.2 / MAX: 63.48 MIN: 53.14 / MAX: 68.06 MIN: 53.2 / MAX: 64.02 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 Linux 5.8 Linux 5.9 Git 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 9.52 9.77 9.87 MIN: 8.41 / MAX: 18.47 MIN: 8.38 / MAX: 24.01 MIN: 8.92 / MAX: 23.99 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 Linux 5.8 Linux 5.9 Git 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 9.52 10.10 9.85 MIN: 8.99 / MAX: 15.39 MIN: 9.01 / MAX: 25.8 MIN: 9 / MAX: 24.04 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 Linux 5.8 Linux 5.9 Git 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.17, N = 3 SE +/- 0.11, N = 3 23.05 23.20 23.37 MIN: 21.95 / MAX: 28.8 MIN: 22.05 / MAX: 31.98 MIN: 22 / MAX: 36.45 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 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.35, N = 3 18.54 18.65 19.17 MIN: 16.98 / MAX: 29.74 MIN: 17.02 / MAX: 26.4 MIN: 16.98 / MAX: 35.27 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document Linux 5.4 Linux 5.8 Linux 5.9 Git 6 12 18 24 30 SE +/- 0.14, N = 3 SE +/- 0.09, N = 3 SE +/- 0.17, N = 3 24.79 25.20 25.51
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 Linux 5.4 Linux 5.8 Linux 5.9 Git 9K 18K 27K 36K 45K SE +/- 333.03, N = 3 SE +/- 148.03, N = 3 SE +/- 195.60, N = 3 39691 36005 34268 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.0065 0.013 0.0195 0.026 0.0325 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.025 0.028 0.029 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 90 180 270 360 450 SE +/- 0.57, N = 3 SE +/- 2.41, N = 3 SE +/- 3.10, N = 3 406 401 401 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.5614 1.1228 1.6842 2.2456 2.807 SE +/- 0.003, N = 3 SE +/- 0.015, N = 3 SE +/- 0.020, N = 3 2.465 2.493 2.495 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 70K 140K 210K 280K 350K SE +/- 1781.47, N = 3 SE +/- 695.06, N = 3 SE +/- 1905.86, N = 3 332862 344080 337661 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.0338 0.0676 0.1014 0.1352 0.169 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.150 0.146 0.148 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 70K 140K 210K 280K 350K SE +/- 1104.18, N = 3 SE +/- 1365.89, N = 3 SE +/- 1260.54, N = 3 344184 337782 331764 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.068 0.136 0.204 0.272 0.34 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.291 0.296 0.302 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 90 180 270 360 450 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 2.63, N = 3 438 436 432 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.71, N = 3 114.26 114.76 115.64 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 7K 14K 21K 28K 35K SE +/- 302.21, N = 15 SE +/- 152.00, N = 3 SE +/- 344.17, N = 3 31411 30957 29848 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.0077 0.0154 0.0231 0.0308 0.0385 SE +/- 0.000, N = 15 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.032 0.032 0.034 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 90 180 270 360 450 SE +/- 8.70, N = 15 SE +/- 1.46, N = 3 SE +/- 4.11, N = 3 328 427 420 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 70 140 210 280 350 SE +/- 6.88, N = 15 SE +/- 0.81, N = 3 SE +/- 2.31, N = 3 307.99 234.52 238.28 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 80 160 240 320 400 SE +/- 3.06, N = 7 SE +/- 0.63, N = 3 SE +/- 1.55, N = 3 295 390 391 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.7639 1.5278 2.2917 3.0556 3.8195 SE +/- 0.035, N = 7 SE +/- 0.004, N = 3 SE +/- 0.010, N = 3 3.395 2.561 2.561 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 60K 120K 180K 240K 300K SE +/- 1031.05, N = 3 SE +/- 702.61, N = 3 SE +/- 396.72, N = 3 266275 259773 255797 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.0439 0.0878 0.1317 0.1756 0.2195 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.188 0.193 0.195 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 60K 120K 180K 240K 300K SE +/- 880.11, N = 3 SE +/- 695.24, N = 3 SE +/- 744.79, N = 3 270324 264628 258869 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 0.0871 0.1742 0.2613 0.3484 0.4355 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.370 0.378 0.387 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 1600 3200 4800 6400 8000 SE +/- 81.38, N = 3 SE +/- 246.59, N = 15 SE +/- 5.64, N = 3 5028 6840 7464 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 3 6 9 12 15 SE +/- 0.159, N = 3 SE +/- 0.324, N = 15 SE +/- 0.005, N = 3 9.951 7.474 6.700 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 2K 4K 6K 8K 10K SE +/- 41.49, N = 3 SE +/- 179.95, N = 12 SE +/- 60.82, N = 3 6860 7447 10027 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.089, N = 3 SE +/- 0.309, N = 12 SE +/- 0.061, N = 3 14.583 13.516 9.979 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Linux 5.4 Linux 5.8 Linux 5.9 Git 14 28 42 56 70 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 61.58 61.96 62.24 1. RawTherapee, version 5.8, command line.
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Linux 5.4 Linux 5.8 Linux 5.9 Git 11 22 33 44 55 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.78, N = 3 47.67 47.51 48.00
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Linux 5.4 Linux 5.8 Linux 5.9 Git 80 160 240 320 400 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 363.25 363.23 363.18
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Linux 5.4 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.26, N = 4 SE +/- 0.13, N = 3 SE +/- 0.14, N = 3 17.75 18.04 17.84 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
Rodinia Test: OpenMP LavaMD OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP LavaMD Linux 5.4 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 SE +/- 0.09, N = 3 SE +/- 0.26, N = 3 SE +/- 0.13, N = 3 233.57 233.74 234.11 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP HotSpot3D OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP HotSpot3D Linux 5.4 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.75, N = 15 SE +/- 0.54, N = 3 SE +/- 0.17, N = 3 81.73 79.58 80.43 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Leukocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Leukocyte Linux 5.4 Linux 5.8 Linux 5.9 Git 30 60 90 120 150 SE +/- 0.43, N = 3 SE +/- 0.59, N = 3 SE +/- 0.12, N = 3 120.26 121.12 121.53 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP CFD Solver OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP CFD Solver Linux 5.4 Linux 5.8 Linux 5.9 Git 6 12 18 24 30 SE +/- 0.13, N = 3 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 22.45 22.85 23.06 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Streamcluster OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Streamcluster Linux 5.4 Linux 5.8 Linux 5.9 Git 8 16 24 32 40 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 33.99 33.84 33.65 1. (CXX) g++ options: -O2 -lOpenCL
System GZIP Decompression OpenBenchmarking.org Seconds, Fewer Is Better System GZIP Decompression Linux 5.4 Linux 5.8 Linux 5.9 Git 0.6059 1.2118 1.8177 2.4236 3.0295 SE +/- 0.029, N = 13 SE +/- 0.027, N = 8 SE +/- 0.026, N = 15 2.693 2.666 2.667
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Linux 5.4 Linux 5.8 Linux 5.9 Git 40K 80K 120K 160K 200K SE +/- 82.35, N = 3 SE +/- 95.67, N = 3 SE +/- 91.00, N = 3 185367 185435 185593
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Linux 5.4 Linux 5.8 Linux 5.9 Git 600K 1200K 1800K 2400K 3000K SE +/- 677.72, N = 3 SE +/- 1104.33, N = 3 SE +/- 1521.79, N = 3 2672430 2674417 2677030
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Linux 5.4 Linux 5.8 Linux 5.9 Git 40K 80K 120K 160K 200K SE +/- 1527.45, N = 3 SE +/- 1546.87, N = 3 SE +/- 2558.67, N = 3 162498 161569 164492
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Linux 5.4 Linux 5.8 Linux 5.9 Git 30K 60K 90K 120K 150K SE +/- 36.35, N = 3 SE +/- 75.24, N = 3 SE +/- 109.78, N = 3 123996 124059 124249
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Linux 5.4 Linux 5.8 Linux 5.9 Git 30K 60K 90K 120K 150K SE +/- 73.72, N = 3 SE +/- 27.65, N = 3 SE +/- 28.39, N = 3 126727 126898 126843
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Linux 5.4 Linux 5.8 Linux 5.9 Git 500K 1000K 1500K 2000K 2500K SE +/- 429.16, N = 3 SE +/- 540.49, N = 3 SE +/- 1352.04, N = 3 2416477 2416390 2418593
Tesseract OCR Time To OCR 7 Images OpenBenchmarking.org Seconds, Fewer Is Better Tesseract OCR 4.1.1 Time To OCR 7 Images Linux 5.4 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.21, N = 3 SE +/- 0.20, N = 3 22.87 22.66 22.73
Timed Apache Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Apache Compilation 2.4.41 Time To Compile Linux 5.4 Linux 5.8 Linux 5.9 Git 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 22.17 22.73 22.29
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search Linux 5.4 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 94.29 105.00 105.16 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile Linux 5.4 Linux 5.8 Linux 5.9 Git 20 40 60 80 100 SE +/- 0.50, N = 3 SE +/- 0.39, N = 3 SE +/- 0.52, N = 3 79.47 86.63 79.91
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile Linux 5.4 Linux 5.8 Linux 5.9 Git 140 280 420 560 700 SE +/- 0.95, N = 3 SE +/- 1.13, N = 3 SE +/- 0.25, N = 3 614.59 638.17 617.33
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 Linux 5.8 Linux 5.9 Git 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 11.27 11.41 11.61 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
Timed PHP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed PHP Compilation 7.4.2 Time To Compile Linux 5.4 Linux 5.8 Linux 5.9 Git 13 26 39 52 65 SE +/- 0.20, N = 3 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 56.86 59.22 57.61
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 Linux 5.4 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 SE +/- 2.05, N = 3 SE +/- 2.12, N = 3 SE +/- 0.78, N = 3 244.75 245.50 243.77 MIN: 238.67 / MAX: 260.38 MIN: 237.95 / MAX: 258.89 MIN: 238.44 / MAX: 270.2 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 Linux 5.8 Linux 5.9 Git 50 100 150 200 250 SE +/- 0.31, N = 3 SE +/- 1.90, N = 3 SE +/- 2.24, N = 3 230.72 228.12 231.01 MIN: 227.92 / MAX: 231.96 MIN: 223.66 / MAX: 232.39 MIN: 225.1 / MAX: 237.83 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 2020-09-29 Linux 5.4 Linux 5.8 Linux 5.9 Git 2K 4K 6K 8K 10K SE +/- 26.69, N = 3 SE +/- 3.53, N = 3 SE +/- 2.08, N = 3 10820 10850 10850
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 Linux 5.8 Linux 5.9 Git 0.3231 0.6462 0.9693 1.2924 1.6155 SE +/- 0.001, N = 3 SE +/- 0.015, N = 3 SE +/- 0.011, N = 3 1.436 1.397 1.413 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 Linux 5.8 Linux 5.9 Git 0.4896 0.9792 1.4688 1.9584 2.448 SE +/- 0.024, N = 3 SE +/- 0.020, N = 3 SE +/- 0.014, N = 3 2.165 2.159 2.176 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 Linux 5.8 Linux 5.9 Git 4 8 12 16 20 SE +/- 0.17, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 15.26 15.14 15.00 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 Linux 5.8 Linux 5.9 Git 2 4 6 8 10 SE +/- 0.075, N = 3 SE +/- 0.083, N = 3 SE +/- 0.053, N = 3 6.699 6.704 6.812 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 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 32.28 32.24 32.12 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 Linux 5.4 Linux 5.8 Linux 5.9 Git 800 1600 2400 3200 4000 SE +/- 15.00, N = 3 SE +/- 9.73, N = 3 SE +/- 9.15, N = 3 3745.9 3733.4 3723.1 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 Linux 5.4 Linux 5.8 Linux 5.9 Git 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.09, N = 3 SE +/- 0.06, N = 3 30.9 30.6 30.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
Phoronix Test Suite v10.8.4