Core i7 5775C EOY 2020 Intel Core i7-5775C testing with a MSI Z97-G45 GAMING (MS-7821) v1.0 (V2.9 BIOS) and MSI Intel Iris Pro 6200 3GB on Ubuntu 18.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2012292-HA-COREI757721&grr&sor .
Core i7 5775C EOY 2020 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution 1 2 3 Intel Core i7-5775C @ 3.70GHz (4 Cores / 8 Threads) MSI Z97-G45 GAMING (MS-7821) v1.0 (V2.9 BIOS) Intel Broadwell-U DMI 16GB 120GB CT120BX100SSD1 MSI Intel Iris Pro 6200 3GB (1150MHz) Intel Broadwell-U Audio VA2431 Qualcomm Atheros Killer E220x Ubuntu 18.10 5.0.0-999-generic (x86_64) 20190223 GNOME Shell 3.30.2 X Server 1.20.1 modesetting 1.20.1 4.5 Mesa 19.2.0-devel (git-2631fd3 2019-07-24 cosmic-oibaf-ppa) 1.1.102 GCC 8.3.0 ext4 1920x1080 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x20 - Thermald 1.7 Java Details - OpenJDK Runtime Environment (build 11.0.3+7-Ubuntu-1ubuntu218.10.1) Python Details - Python 2.7.16 + Python 3.6.8 Security Details - l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling
Core i7 5775C EOY 2020 hpcc: G-HPL basis: UASTC Level 2 + RDO Post-Processing astcenc: Exhaustive gromacs: Water Benchmark kvazaar: Bosphorus 4K - Slow kvazaar: Bosphorus 4K - Medium numpy: brl-cad: VGR Performance Metric asmfish: 1024 Hash Memory, 26 Depth build2: Time To Compile clomp: Static OMP Speedup hint: FLOAT mlpack: scikit_qda basis: UASTC Level 3 caffe: GoogleNet - CPU - 100 embree: Pathtracer - Crown build-ffmpeg: Time To Compile byte: Dhrystone 2 espeak: Text-To-Speech Synthesis hmmer: Pfam Database Search embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon kvazaar: Bosphorus 4K - Very Fast onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU x265: Bosphorus 4K ncnn: CPU - regnety_400m ncnn: CPU - squeezenet_ssd ncnn: CPU - yolov4-tiny ncnn: CPU - resnet50 ncnn: CPU - alexnet ncnn: CPU - resnet18 ncnn: CPU - vgg16 ncnn: CPU - googlenet ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 ncnn: CPU - mnasnet ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU - mobilenet stockfish: Total Time embree: Pathtracer ISPC - Asian Dragon mlpack: scikit_linearridgeregression onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU build-eigen: Time To Compile basis: UASTC Level 2 basis: ETC1S astcenc: Thorough betsy: ETC2 RGB - Highest sqlite-speedtest: Timed Time - Size 1,000 compress-lz4: 9 - Decompression Speed compress-lz4: 9 - Compression Speed keydb: compress-lz4: 3 - Decompression Speed compress-lz4: 3 - Compression Speed rav1e: 1 kvazaar: Bosphorus 1080p - Slow rav1e: 5 caffe: AlexNet - CPU - 100 kvazaar: Bosphorus 1080p - Medium mlpack: scikit_ica indigobench: CPU - Bedroom indigobench: CPU - Supercar kvazaar: Bosphorus 4K - Ultra Fast betsy: ETC1 - Highest redis: SADD rav1e: 6 unpack-firefox: firefox-84.0.source.tar.xz compress-lz4: 1 - Decompression Speed compress-lz4: 1 - Compression Speed phpbench: PHP Benchmark Suite rav1e: 10 crafty: Elapsed Time encode-wavpack: WAV To WavPack redis: LPOP coremark: CoreMark Size 666 - Iterations Per Second kvazaar: Bosphorus 1080p - Very Fast rnnoise: sunflow: Global Illumination + Image Synthesis redis: GET encode-ape: WAV To APE encode-ogg: WAV To Ogg dolfyn: Computational Fluid Dynamics x265: Bosphorus 1080p onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU mlpack: scikit_svm encode-opus: WAV To Opus Encode astcenc: Medium onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU kvazaar: Bosphorus 1080p - Ultra Fast mafft: Multiple Sequence Alignment - LSU RNA onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU basis: UASTC Level 0 redis: LPUSH redis: SET onednn: IP Shapes 3D - u8s8f32 - CPU onednn: IP Shapes 3D - f32 - CPU astcenc: Fast lammps: Rhodopsin Protein onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU yquake2: Software CPU - 1920 x 1080 yquake2: OpenGL 1.x - 1920 x 1080 ffte: N=256, 3D Complex FFT Routine onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU yquake2: OpenGL 3.x - 1920 x 1080 hpcc: Max Ping Pong Bandwidth hpcc: Rand Ring Bandwidth hpcc: Rand Ring Latency hpcc: G-Rand Access hpcc: EP-STREAM Triad hpcc: G-Ptrans hpcc: EP-DGEMM hpcc: G-Ffte 1 2 3 82.76190 1001.729 588.79 0.482 2.01 2.06 279.09 45294 11144382 242.554 3.1 381176866.34838 99.00 158.998 138193 4.7126 121.027 37136699.5 40.479 114.001 5.4516 5.6657 5.62 7399.77 7404.84 7400.51 6.11 17.30 31.07 37.64 46.99 21.96 23.82 81.26 19.60 3.09 10.20 6.68 11.39 5.99 7.08 26.45 7419488 6.8017 5.25 3879.97 3898.31 3897.98 82.306 81.244 79.260 72.63 16.127 72.274 5451.8 42.62 411366.57 5408.7 43.28 0.288 8.75 0.878 67035 9.02 61.60 0.721 1.654 10.18 15.397 1661804.39 1.183 20.723 5489.2 4787.47 574643 2.636 6824944 16.308 2368415.09 140877.184823 22.68 25.670 2.505 2215813.5 14.503 24.080 23.148 28.06 13.0131 12.4843 13.35 9.412 10.93 9.00601 5.77578 40.39 12.524 3.50897 6.70028 12.002 1421632.92 1660500.87 3.12754 13.1433 8.42 2.878 21.2868 20.7908 114.3 518.3 19803.756124216 11.2286 17.9927 553.8 17277.738 5.46352 0.21109 0.03293 4.08144 1.23725 36.01717 2.79950 81.58543 1001.520 588.80 0.484 2.01 2.06 275.03 45275 11229182 240.876 3.1 381158594.08639 98.58 158.995 138669 4.7276 122.199 37026672.1 41.123 114.069 5.3988 5.6753 5.62 7396.63 7396.94 7394.59 6.14 17.38 31.15 37.65 46.98 22.01 23.82 81.40 19.49 3.09 10.20 6.60 11.29 6.00 7.07 26.68 7444518 6.8597 5.39 3895.42 3884.54 3882.87 82.482 81.226 78.339 72.60 15.314 72.628 5458.7 42.68 411227.16 5450.2 43.51 0.289 8.77 0.882 66877 9.04 60.42 0.723 1.655 10.16 14.698 1761393.52 1.185 21.023 5497.5 4805.59 575213 2.650 6860639 16.298 1438792.17 141109.571045 22.72 25.657 2.487 1939149.38 14.476 24.079 23.227 27.90 12.8064 11.7263 13.34 9.422 10.93 8.59358 5.61439 40.45 12.610 4.27331 6.33749 11.989 1444723.54 1671609.50 3.24606 13.9508 8.43 2.849 20.6052 20.8008 114.1 510.3 19947.561999863 11.1951 16.9585 547.1 17131.180 5.81487 0.21092 0.03319 4.07380 1.23969 35.86837 2.79007 80.82890 1001.727 588.64 0.484 2.01 2.06 277.38 45131 11302838 238.064 3.1 382533367.81553 95.58 158.980 138249 4.7247 121.208 37053570.5 40.939 114.093 5.3503 5.6695 5.64 7419.20 7398.38 7399.59 6.09 17.27 30.94 37.90 47.11 22.04 23.72 81.33 19.47 3.06 10.13 6.62 11.31 5.98 6.97 26.68 7392870 6.7998 5.28 3876.36 3869.51 3873.60 82.334 81.253 78.757 72.62 15.716 72.533 5474.5 42.05 408847.89 5477.8 43.38 0.288 8.79 0.882 65933 9.05 59.83 0.723 1.658 10.19 15.956 1687783.91 1.185 21.303 5519.6 4792.61 574799 2.653 6885507 16.303 2024710.52 141520.579544 22.76 25.659 2.445 2041822.96 14.447 24.102 23.020 27.94 12.8897 11.6886 13.36 9.416 10.93 8.49555 5.62232 40.49 12.543 3.71011 6.32260 11.998 1461476.54 1668121.37 2.67834 14.1075 8.43 2.865 21.9084 21.1590 114.7 527.6 19694.290326945 11.2136 16.0907 542.5 17216.067 5.36042 0.21180 0.03312 4.07377 1.23435 36.29173 2.78478 OpenBenchmarking.org
HPC Challenge Test / Class: G-HPL OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-HPL 1 2 3 20 40 60 80 100 SE +/- 1.43, N = 3 SE +/- 0.40, N = 3 SE +/- 0.62, N = 3 82.76 81.59 80.83 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
Basis Universal Settings: UASTC Level 2 + RDO Post-Processing OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 + RDO Post-Processing 2 3 1 200 400 600 800 1000 SE +/- 0.24, N = 3 SE +/- 0.27, N = 3 SE +/- 0.26, N = 3 1001.52 1001.73 1001.73 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive 3 1 2 130 260 390 520 650 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 588.64 588.79 588.80 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark 3 2 1 0.1089 0.2178 0.3267 0.4356 0.5445 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 0.484 0.484 0.482 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Kvazaar Video Input: Bosphorus 4K - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Slow 3 2 1 0.4523 0.9046 1.3569 1.8092 2.2615 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.01 2.01 2.01 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Medium 3 2 1 0.4635 0.927 1.3905 1.854 2.3175 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.06 2.06 2.06 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark 1 3 2 60 120 180 240 300 SE +/- 1.04, N = 3 SE +/- 0.46, N = 3 SE +/- 0.54, N = 3 279.09 277.38 275.03
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.30.8 VGR Performance Metric 1 2 3 10K 20K 30K 40K 50K 45294 45275 45131 1. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 3 2 1 2M 4M 6M 8M 10M SE +/- 85928.55, N = 3 SE +/- 81955.72, N = 3 SE +/- 69549.32, N = 3 11302838 11229182 11144382
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile 3 2 1 50 100 150 200 250 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 SE +/- 3.92, N = 3 238.06 240.88 242.55
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup 3 2 1 0.6975 1.395 2.0925 2.79 3.4875 SE +/- 0.03, N = 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 12 3.1 3.1 3.1 1. (CC) gcc options: -fopenmp -O3 -lm
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT 3 1 2 80M 160M 240M 320M 400M SE +/- 82458.49, N = 3 SE +/- 977507.07, N = 3 SE +/- 786027.10, N = 3 382533367.82 381176866.35 381158594.09 1. (CC) gcc options: -O3 -march=native -lm
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda 3 2 1 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 1.16, N = 3 SE +/- 0.67, N = 3 95.58 98.58 99.00
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 3 2 1 40 80 120 160 200 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 158.98 159.00 159.00 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 1 3 2 30K 60K 90K 120K 150K SE +/- 306.29, N = 3 SE +/- 303.12, N = 3 SE +/- 50.29, N = 3 138193 138249 138669 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown 2 3 1 1.0637 2.1274 3.1911 4.2548 5.3185 SE +/- 0.0150, N = 3 SE +/- 0.0010, N = 3 SE +/- 0.0107, N = 3 4.7276 4.7247 4.7126 MIN: 4.69 / MAX: 4.79 MIN: 4.71 / MAX: 4.76 MIN: 4.68 / MAX: 4.76
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 4.2.2 Time To Compile 1 3 2 30 60 90 120 150 SE +/- 0.08, N = 3 SE +/- 0.17, N = 3 SE +/- 0.47, N = 3 121.03 121.21 122.20
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 1 3 2 8M 16M 24M 32M 40M SE +/- 250280.80, N = 3 SE +/- 365197.62, N = 3 SE +/- 317702.14, N = 3 37136699.5 37053570.5 37026672.1
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 1 3 2 9 18 27 36 45 SE +/- 0.35, N = 16 SE +/- 0.56, N = 6 SE +/- 0.48, N = 4 40.48 40.94 41.12 1. (CC) gcc options: -O2 -std=c99
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search 1 2 3 30 60 90 120 150 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 114.00 114.07 114.09 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown 1 2 3 1.2266 2.4532 3.6798 4.9064 6.133 SE +/- 0.0048, N = 3 SE +/- 0.0109, N = 3 SE +/- 0.0687, N = 3 5.4516 5.3988 5.3503 MIN: 5.43 / MAX: 5.51 MIN: 5.36 / MAX: 5.47 MIN: 5.16 / MAX: 5.47
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon 2 3 1 1.2769 2.5538 3.8307 5.1076 6.3845 SE +/- 0.0277, N = 3 SE +/- 0.0224, N = 3 SE +/- 0.0264, N = 3 5.6753 5.6695 5.6657 MIN: 5.59 / MAX: 5.79 MIN: 5.62 / MAX: 5.79 MIN: 5.59 / MAX: 5.79
Kvazaar Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Very Fast 3 2 1 1.269 2.538 3.807 5.076 6.345 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.64 5.62 5.62 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU 2 1 3 1600 3200 4800 6400 8000 SE +/- 3.99, N = 3 SE +/- 5.89, N = 3 SE +/- 5.09, N = 3 7396.63 7399.77 7419.20 MIN: 7381.31 MIN: 7384.45 MIN: 7404.38 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU 2 3 1 1600 3200 4800 6400 8000 SE +/- 4.24, N = 3 SE +/- 5.94, N = 3 SE +/- 2.74, N = 3 7396.94 7398.38 7404.84 MIN: 7384.58 MIN: 7383.67 MIN: 7395.03 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU 2 3 1 1600 3200 4800 6400 8000 SE +/- 3.54, N = 3 SE +/- 7.47, N = 3 SE +/- 4.52, N = 3 7394.59 7399.59 7400.51 MIN: 7380.26 MIN: 7382.13 MIN: 7385.65 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K 2 1 3 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 6.14 6.11 6.09 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m 3 1 2 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 17.27 17.30 17.38 MIN: 17.12 / MAX: 18.45 MIN: 17.18 / MAX: 17.63 MIN: 17.04 / MAX: 98.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: squeezenet_ssd 3 1 2 7 14 21 28 35 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 30.94 31.07 31.15 MIN: 30.7 / MAX: 32.44 MIN: 30.77 / MAX: 40.23 MIN: 30.98 / MAX: 33.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: yolov4-tiny 1 2 3 9 18 27 36 45 SE +/- 0.11, N = 3 SE +/- 0.18, N = 3 SE +/- 0.04, N = 3 37.64 37.65 37.90 MIN: 37.09 / MAX: 39.96 MIN: 37.19 / MAX: 39.03 MIN: 37.49 / MAX: 40.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet50 2 1 3 11 22 33 44 55 SE +/- 0.17, N = 3 SE +/- 0.06, N = 3 SE +/- 0.21, N = 3 46.98 46.99 47.11 MIN: 46.59 / MAX: 60.2 MIN: 46.57 / MAX: 49.08 MIN: 46.64 / MAX: 50.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: alexnet 1 2 3 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 21.96 22.01 22.04 MIN: 21.61 / MAX: 23.2 MIN: 21.84 / MAX: 22.4 MIN: 21.86 / MAX: 22.47 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet18 3 1 2 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 23.72 23.82 23.82 MIN: 23.51 / MAX: 36.61 MIN: 23.6 / MAX: 36.25 MIN: 23.47 / MAX: 25.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: vgg16 1 3 2 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.09, N = 3 81.26 81.33 81.40 MIN: 80.69 / MAX: 92.8 MIN: 80.91 / MAX: 85.21 MIN: 80.9 / MAX: 92.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: googlenet 3 2 1 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 SE +/- 0.02, N = 3 19.47 19.49 19.60 MIN: 19.19 / MAX: 20.46 MIN: 19.14 / MAX: 19.91 MIN: 19.49 / MAX: 19.99 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: blazeface 3 1 2 0.6953 1.3906 2.0859 2.7812 3.4765 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 3.06 3.09 3.09 MIN: 3.03 / MAX: 3.14 MIN: 3.03 / MAX: 3.29 MIN: 3.03 / MAX: 7.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: efficientnet-b0 3 1 2 3 6 9 12 15 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 10.13 10.20 10.20 MIN: 9.89 / MAX: 11.32 MIN: 10.13 / MAX: 10.32 MIN: 9.86 / MAX: 21.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mnasnet 2 3 1 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 6.60 6.62 6.68 MIN: 6.55 / MAX: 6.74 MIN: 6.5 / MAX: 6.81 MIN: 6.56 / MAX: 6.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: shufflenet-v2 2 3 1 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 11.29 11.31 11.39 MIN: 11.24 / MAX: 12.08 MIN: 11.22 / MAX: 24.44 MIN: 11.31 / MAX: 12.43 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 3 1 2 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 5.98 5.99 6.00 MIN: 5.93 / MAX: 6.94 MIN: 5.93 / MAX: 6.86 MIN: 5.95 / MAX: 7.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 3 2 1 2 4 6 8 10 SE +/- 0.13, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 6.97 7.07 7.08 MIN: 6.76 / MAX: 8.01 MIN: 6.97 / MAX: 8.06 MIN: 6.91 / MAX: 8.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet 1 2 3 6 12 18 24 30 SE +/- 0.12, N = 3 SE +/- 0.30, N = 3 SE +/- 0.17, N = 3 26.45 26.68 26.68 MIN: 26.18 / MAX: 39.6 MIN: 26.23 / MAX: 28.16 MIN: 26.16 / MAX: 37.3 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 12 Total Time 2 1 3 1.6M 3.2M 4.8M 6.4M 8M SE +/- 60261.05, N = 3 SE +/- 44996.61, N = 3 SE +/- 74914.67, N = 3 7444518 7419488 7392870 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Asian Dragon 2 1 3 2 4 6 8 10 SE +/- 0.0255, N = 3 SE +/- 0.0262, N = 3 SE +/- 0.0223, N = 3 6.8597 6.8017 6.7998 MIN: 6.77 / MAX: 6.98 MIN: 6.73 / MAX: 6.95 MIN: 6.73 / MAX: 6.95
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression 1 3 2 1.2128 2.4256 3.6384 4.8512 6.064 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 4 5.25 5.28 5.39
oneDNN Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU 3 1 2 800 1600 2400 3200 4000 SE +/- 11.46, N = 3 SE +/- 13.83, N = 3 SE +/- 3.39, N = 3 3876.36 3879.97 3895.42 MIN: 3849.85 MIN: 3849.25 MIN: 3886.76 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU 3 2 1 800 1600 2400 3200 4000 SE +/- 6.34, N = 3 SE +/- 3.15, N = 3 SE +/- 11.68, N = 3 3869.51 3884.54 3898.31 MIN: 3857.36 MIN: 3876.92 MIN: 3877.01 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU 3 2 1 800 1600 2400 3200 4000 SE +/- 8.25, N = 3 SE +/- 0.98, N = 3 SE +/- 11.47, N = 3 3873.60 3882.87 3897.98 MIN: 3858.23 MIN: 3878.39 MIN: 3871.77 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile 1 3 2 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.11, N = 3 82.31 82.33 82.48
Basis Universal Settings: UASTC Level 2 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 2 1 3 20 40 60 80 100 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 81.23 81.24 81.25 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S 2 3 1 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.11, N = 3 SE +/- 0.52, N = 3 78.34 78.76 79.26 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough 2 3 1 16 32 48 64 80 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 72.60 72.62 72.63 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
Betsy GPU Compressor Codec: ETC2 RGB - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest 2 3 1 4 8 12 16 20 SE +/- 0.32, N = 15 SE +/- 0.19, N = 15 SE +/- 0.51, N = 13 15.31 15.72 16.13 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 1 3 2 16 32 48 64 80 SE +/- 0.13, N = 3 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 72.27 72.53 72.63 1. (CC) gcc options: -O2 -ldl -lz -lpthread
LZ4 Compression Compression Level: 9 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Decompression Speed 3 2 1 1200 2400 3600 4800 6000 SE +/- 5.41, N = 3 SE +/- 11.99, N = 3 SE +/- 6.01, N = 3 5474.5 5458.7 5451.8 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 9 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Compression Speed 2 1 3 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.42, N = 3 42.68 42.62 42.05 1. (CC) gcc options: -O3
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 1 2 3 90K 180K 270K 360K 450K SE +/- 1505.49, N = 3 SE +/- 1060.79, N = 3 SE +/- 57.06, N = 3 411366.57 411227.16 408847.89 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
LZ4 Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Decompression Speed 3 2 1 1200 2400 3600 4800 6000 SE +/- 9.93, N = 3 SE +/- 4.97, N = 3 SE +/- 4.57, N = 3 5477.8 5450.2 5408.7 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Compression Speed 2 3 1 10 20 30 40 50 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 43.51 43.38 43.28 1. (CC) gcc options: -O3
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 1 2 3 1 0.065 0.13 0.195 0.26 0.325 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.289 0.288 0.288
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Slow 3 2 1 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 8.79 8.77 8.75 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 5 3 2 1 0.1985 0.397 0.5955 0.794 0.9925 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 0.882 0.882 0.878
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 3 2 1 14K 28K 42K 56K 70K SE +/- 171.69, N = 3 SE +/- 202.49, N = 3 SE +/- 296.71, N = 3 65933 66877 67035 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Medium 3 2 1 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 9.05 9.04 9.02 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica 3 2 1 14 28 42 56 70 SE +/- 0.08, N = 3 SE +/- 0.28, N = 3 SE +/- 0.75, N = 3 59.83 60.42 61.60
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom 3 2 1 0.1627 0.3254 0.4881 0.6508 0.8135 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.723 0.723 0.721
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar 3 2 1 0.3731 0.7462 1.1193 1.4924 1.8655 SE +/- 0.002, N = 3 SE +/- 0.006, N = 3 SE +/- 0.005, N = 3 1.658 1.655 1.654
Kvazaar Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Ultra Fast 3 1 2 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 10.19 10.18 10.16 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest 2 1 3 4 8 12 16 20 SE +/- 0.45, N = 14 SE +/- 0.55, N = 15 SE +/- 0.04, N = 3 14.70 15.40 15.96 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Redis Test: SADD OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SADD 2 3 1 400K 800K 1200K 1600K 2000K SE +/- 50997.94, N = 15 SE +/- 56308.56, N = 15 SE +/- 57333.88, N = 15 1761393.52 1687783.91 1661804.39 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 6 3 2 1 0.2666 0.5332 0.7998 1.0664 1.333 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 1.185 1.185 1.183
Unpacking Firefox Extracting: firefox-84.0.source.tar.xz OpenBenchmarking.org Seconds, Fewer Is Better Unpacking Firefox 84.0 Extracting: firefox-84.0.source.tar.xz 1 2 3 5 10 15 20 25 SE +/- 0.19, N = 4 SE +/- 0.16, N = 4 SE +/- 0.22, N = 11 20.72 21.02 21.30
LZ4 Compression Compression Level: 1 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Decompression Speed 3 2 1 1200 2400 3600 4800 6000 SE +/- 19.26, N = 3 SE +/- 14.56, N = 3 SE +/- 33.51, N = 3 5519.6 5497.5 5489.2 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 1 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Compression Speed 2 3 1 1000 2000 3000 4000 5000 SE +/- 18.70, N = 3 SE +/- 5.40, N = 3 SE +/- 14.35, N = 3 4805.59 4792.61 4787.47 1. (CC) gcc options: -O3
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite 2 3 1 120K 240K 360K 480K 600K SE +/- 1210.22, N = 3 SE +/- 1507.55, N = 3 SE +/- 503.51, N = 3 575213 574799 574643
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 10 3 2 1 0.5969 1.1938 1.7907 2.3876 2.9845 SE +/- 0.008, N = 3 SE +/- 0.009, N = 3 SE +/- 0.002, N = 3 2.653 2.650 2.636
Crafty Elapsed Time OpenBenchmarking.org Nodes Per Second, More Is Better Crafty 25.2 Elapsed Time 3 2 1 1.5M 3M 4.5M 6M 7.5M SE +/- 4260.63, N = 3 SE +/- 16848.33, N = 3 SE +/- 29965.63, N = 3 6885507 6860639 6824944 1. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack 2 3 1 4 8 12 16 20 SE +/- 0.00, N = 5 SE +/- 0.01, N = 5 SE +/- 0.01, N = 5 16.30 16.30 16.31 1. (CXX) g++ options: -rdynamic
Redis Test: LPOP OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPOP 1 3 2 500K 1000K 1500K 2000K 2500K SE +/- 28970.62, N = 8 SE +/- 116386.47, N = 12 SE +/- 20132.66, N = 3 2368415.09 2024710.52 1438792.17 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Coremark CoreMark Size 666 - Iterations Per Second OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second 3 2 1 30K 60K 90K 120K 150K SE +/- 224.91, N = 3 SE +/- 334.19, N = 3 SE +/- 280.09, N = 3 141520.58 141109.57 140877.18 1. (CC) gcc options: -O2 -lrt" -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Very Fast 3 2 1 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 22.76 22.72 22.68 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 2 3 1 6 12 18 24 30 SE +/- 0.22, N = 3 SE +/- 0.20, N = 3 SE +/- 0.22, N = 3 25.66 25.66 25.67 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
Sunflow Rendering System Global Illumination + Image Synthesis OpenBenchmarking.org Seconds, Fewer Is Better Sunflow Rendering System 0.07.2 Global Illumination + Image Synthesis 3 2 1 0.5636 1.1272 1.6908 2.2544 2.818 SE +/- 0.009, N = 3 SE +/- 0.020, N = 3 SE +/- 0.008, N = 3 2.445 2.487 2.505 MIN: 2.34 / MAX: 3.15 MIN: 2.36 / MAX: 3.31 MIN: 2.38 / MAX: 3.2
Redis Test: GET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: GET 1 3 2 500K 1000K 1500K 2000K 2500K SE +/- 41608.51, N = 3 SE +/- 26746.34, N = 3 SE +/- 51226.02, N = 15 2215813.50 2041822.96 1939149.38 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE 3 2 1 4 8 12 16 20 SE +/- 0.06, N = 5 SE +/- 0.06, N = 5 SE +/- 0.11, N = 5 14.45 14.48 14.50 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Ogg Audio Encoding WAV To Ogg OpenBenchmarking.org Seconds, Fewer Is Better Ogg Audio Encoding 1.3.4 WAV To Ogg 2 1 3 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 24.08 24.08 24.10 1. (CC) gcc options: -O2 -ffast-math -fsigned-char
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics 3 1 2 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 23.02 23.15 23.23
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p 1 3 2 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 28.06 27.94 27.90 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU 2 3 1 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 12.81 12.89 13.01 MIN: 12.64 MIN: 12.74 MIN: 12.66 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU 3 2 1 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 11.69 11.73 12.48 MIN: 11.58 MIN: 11.59 MIN: 12.21 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm 2 1 3 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 13.34 13.35 13.36
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode 1 3 2 3 6 9 12 15 SE +/- 0.019, N = 5 SE +/- 0.011, N = 5 SE +/- 0.014, N = 5 9.412 9.416 9.422 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium 1 2 3 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 10.93 10.93 10.93 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
oneDNN Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU 3 2 1 3 6 9 12 15 SE +/- 0.00624, N = 3 SE +/- 0.03663, N = 3 SE +/- 0.07657, N = 3 8.49555 8.59358 9.00601 MIN: 8.07 MIN: 8.22 MIN: 8.67 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU 2 3 1 1.2996 2.5992 3.8988 5.1984 6.498 SE +/- 0.00125, N = 3 SE +/- 0.00754, N = 3 SE +/- 0.00787, N = 3 5.61439 5.62232 5.77578 MIN: 5.59 MIN: 5.59 MIN: 5.72 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast 3 2 1 9 18 27 36 45 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 40.49 40.45 40.39 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA 1 3 2 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 12.52 12.54 12.61 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU 1 3 2 0.9615 1.923 2.8845 3.846 4.8075 SE +/- 0.03532, N = 3 SE +/- 0.06500, N = 3 SE +/- 0.00958, N = 3 3.50897 3.71011 4.27331 MIN: 3.36 MIN: 3.47 MIN: 4.17 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU 3 2 1 2 4 6 8 10 SE +/- 0.01493, N = 3 SE +/- 0.00312, N = 3 SE +/- 0.01488, N = 3 6.32260 6.33749 6.70028 MIN: 6.08 MIN: 6.17 MIN: 6.39 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Basis Universal Settings: UASTC Level 0 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 0 2 3 1 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 11.99 12.00 12.00 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Redis Test: LPUSH OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPUSH 3 2 1 300K 600K 900K 1200K 1500K SE +/- 3122.80, N = 3 SE +/- 10846.13, N = 3 SE +/- 23763.10, N = 3 1461476.54 1444723.54 1421632.92 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SET 2 3 1 400K 800K 1200K 1600K 2000K SE +/- 10885.22, N = 3 SE +/- 19626.30, N = 3 SE +/- 30456.48, N = 3 1671609.50 1668121.37 1660500.87 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
oneDNN Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU 3 1 2 0.7304 1.4608 2.1912 2.9216 3.652 SE +/- 0.01863, N = 3 SE +/- 0.01583, N = 3 SE +/- 0.03533, N = 3 2.67834 3.12754 3.24606 MIN: 2.6 MIN: 3.06 MIN: 3.13 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU 1 2 3 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 13.14 13.95 14.11 MIN: 12.91 MIN: 13.68 MIN: 13.89 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
ASTC Encoder Preset: Fast OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Fast 1 2 3 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 8.42 8.43 8.43 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein 1 3 2 0.6476 1.2952 1.9428 2.5904 3.238 SE +/- 0.006, N = 3 SE +/- 0.010, N = 3 SE +/- 0.007, N = 3 2.878 2.865 2.849 1. (CXX) g++ options: -O3 -pthread -lm
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU 2 1 3 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 20.61 21.29 21.91 MIN: 20.41 MIN: 21 MIN: 21.58 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU 1 2 3 5 10 15 20 25 SE +/- 0.27, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 20.79 20.80 21.16 MIN: 19.99 MIN: 20.59 MIN: 20.85 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
yquake2 Renderer: Software CPU - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 7.45 Renderer: Software CPU - Resolution: 1920 x 1080 3 1 2 30 60 90 120 150 SE +/- 0.24, N = 3 SE +/- 0.15, N = 3 SE +/- 0.68, N = 3 114.7 114.3 114.1 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
yquake2 Renderer: OpenGL 1.x - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 7.45 Renderer: OpenGL 1.x - Resolution: 1920 x 1080 3 1 2 110 220 330 440 550 SE +/- 3.86, N = 3 SE +/- 9.01, N = 4 SE +/- 5.25, N = 15 527.6 518.3 510.3 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine 2 1 3 4K 8K 12K 16K 20K SE +/- 34.77, N = 3 SE +/- 49.39, N = 3 SE +/- 59.28, N = 3 19947.56 19803.76 19694.29 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU 2 3 1 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 11.20 11.21 11.23 MIN: 11.17 MIN: 11.16 MIN: 11.19 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU 3 2 1 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.21, N = 3 16.09 16.96 17.99 MIN: 15.86 MIN: 16.49 MIN: 17.6 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
yquake2 Renderer: OpenGL 3.x - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 7.45 Renderer: OpenGL 3.x - Resolution: 1920 x 1080 1 2 3 120 240 360 480 600 SE +/- 2.95, N = 3 SE +/- 4.68, N = 3 SE +/- 3.26, N = 3 553.8 547.1 542.5 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
HPC Challenge Test / Class: Max Ping Pong Bandwidth OpenBenchmarking.org MB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Max Ping Pong Bandwidth 1 3 2 4K 8K 12K 16K 20K SE +/- 43.07, N = 3 SE +/- 105.67, N = 3 SE +/- 272.70, N = 3 17277.74 17216.07 17131.18 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: Random Ring Bandwidth OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Bandwidth 2 1 3 1.3083 2.6166 3.9249 5.2332 6.5415 SE +/- 0.02203, N = 3 SE +/- 0.18268, N = 3 SE +/- 0.18898, N = 3 5.81487 5.46352 5.36042 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: Random Ring Latency OpenBenchmarking.org usecs, Fewer Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Latency 2 1 3 0.0477 0.0954 0.1431 0.1908 0.2385 SE +/- 0.00022, N = 3 SE +/- 0.00015, N = 3 SE +/- 0.00054, N = 3 0.21092 0.21109 0.21180 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: G-Random Access OpenBenchmarking.org GUP/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Random Access 2 3 1 0.0075 0.015 0.0225 0.03 0.0375 SE +/- 0.00018, N = 3 SE +/- 0.00022, N = 3 SE +/- 0.00010, N = 3 0.03319 0.03312 0.03293 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: EP-STREAM Triad OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: EP-STREAM Triad 1 2 3 0.9183 1.8366 2.7549 3.6732 4.5915 SE +/- 0.00157, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00055, N = 3 4.08144 4.07380 4.07377 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: G-Ptrans OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ptrans 2 1 3 0.2789 0.5578 0.8367 1.1156 1.3945 SE +/- 0.00266, N = 3 SE +/- 0.01118, N = 3 SE +/- 0.00515, N = 3 1.23969 1.23725 1.23435 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: EP-DGEMM OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: EP-DGEMM 3 1 2 8 16 24 32 40 SE +/- 0.40, N = 3 SE +/- 0.20, N = 3 SE +/- 0.08, N = 3 36.29 36.02 35.87 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
HPC Challenge Test / Class: G-Ffte OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ffte 1 2 3 0.6299 1.2598 1.8897 2.5196 3.1495 SE +/- 0.00194, N = 3 SE +/- 0.00441, N = 3 SE +/- 0.00289, N = 3 2.79950 2.79007 2.78478 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 3.1.2
Phoronix Test Suite v10.8.4