TR 2990WX 2020 AMD Ryzen Threadripper 2990WX 32-Core testing with a ASUS ROG ZENITH EXTREME (1701 BIOS) and Gigabyte AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2012260-HA-TR2990WX254&grr .
TR 2990WX 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 AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads) ASUS ROG ZENITH EXTREME (1701 BIOS) AMD 17h 32GB Samsung SSD 970 EVO 500GB + 250GB Western Digital WDS250G2X0C-00L350 Gigabyte AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1244/1750MHz) Realtek ALC1220 LG Ultra HD Intel I211 + Qualcomm Atheros QCA6174 802.11ac + Wilocity Wil6200 802.11ad Ubuntu 20.10 5.8.0-33-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 modesetting 1.20.9 4.6 Mesa 20.2.1 (LLVM 11.0.0) 1.2.131 GCC 10.2.0 ext4 1920x1080 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x800820d Graphics Details - GLAMOR Java Details - OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10) Python Details - Python 3.8.6 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
TR 2990WX 2020 hpcc: G-HPL build-clash: Time To Compile basis: UASTC Level 2 + RDO Post-Processing 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 lammps: 20k Atoms ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mobilenet vkfft: ai-benchmark: Device AI Score ai-benchmark: Device Training Score ai-benchmark: Device Inference Score onednn: Recurrent Neural Network Training - u8s8f32 - CPU hmmer: Pfam Database Search numpy: onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU brl-cad: VGR Performance Metric embree: Pathtracer - Asian Dragon Obj embree: Pathtracer ISPC - Asian Dragon Obj compress-zstd: 19 compress-lz4: 9 - Decompression Speed compress-lz4: 9 - Compression Speed asmfish: 1024 Hash Memory, 26 Depth compress-zstd: 3 embree: Pathtracer - Asian Dragon onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU vkmark: 1280 x 1024 vkmark: 1920 x 1080 indigobench: CPU - Bedroom node-web-tooling: gromacs: Water Benchmark build2: Time To Compile embree: Pathtracer ISPC - Asian Dragon build-eigen: Time To Compile onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU astcenc: Exhaustive onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU sqlite-speedtest: Timed Time - Size 1,000 compress-lz4: 3 - Decompression Speed compress-lz4: 3 - Compression Speed rav1e: 5 rav1e: 1 indigobench: CPU - Supercar onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU embree: Pathtracer - Crown kvazaar: Bosphorus 4K - Slow simdjson: LargeRand kvazaar: Bosphorus 4K - Medium simdjson: PartialTweets simdjson: DistinctUserID redis: GET clomp: Static OMP Speedup simdjson: Kostya basis: ETC1S rav1e: 6 stockfish: Total Time redis: LPOP espeak: Text-To-Speech Synthesis redis: SADD x265: Bosphorus 4K build-ffmpeg: Time To Compile libplacebo: av1_grain_lap libplacebo: hdr_peakdetect libplacebo: polar_nocompute libplacebo: deband_heavy phpbench: PHP Benchmark Suite compress-lz4: 1 - Decompression Speed compress-lz4: 1 - Compression Speed rav1e: 10 onednn: IP Shapes 3D - f32 - CPU betsy: ETC2 RGB - Highest onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU embree: Pathtracer ISPC - Crown crafty: Elapsed Time coremark: CoreMark Size 666 - Iterations Per Second kvazaar: Bosphorus 4K - Very Fast basis: UASTC Level 3 betsy: ETC1 - Highest encode-ape: WAV To APE sunflow: Global Illumination + Image Synthesis kvazaar: Bosphorus 1080p - Slow encode-wavpack: WAV To WavPack kvazaar: Bosphorus 1080p - Medium onednn: Deconvolution Batch shapes_1d - f32 - CPU vkresample: 2x - Single mafft: Multiple Sequence Alignment - LSU RNA basis: UASTC Level 2 kvazaar: Bosphorus 4K - Ultra Fast onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU x265: Bosphorus 1080p astcenc: Thorough encode-opus: WAV To Opus Encode redis: LPUSH redis: SET waifu2x-ncnn: 2x - 3 - Yes kvazaar: Bosphorus 1080p - Very Fast onednn: IP Shapes 3D - u8s8f32 - CPU basis: UASTC Level 0 lammps: Rhodopsin Protein yquake2: Software CPU - 1920 x 1080 astcenc: Medium onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU astcenc: Fast kvazaar: Bosphorus 1080p - Ultra Fast yquake2: OpenGL 1.x - 1920 x 1080 waifu2x-ncnn: 2x - 3 - No 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 54.59837 463.220 651.213 102.93 41.89 50.19 79.53 37.72 59.91 102.38 47.87 6.83 20.01 13.60 15.28 14.44 15.67 37.24 15.501 101.01 41.28 50.25 72.06 33.56 55.89 103.41 41.08 9.82 19.14 15.64 14.92 14.58 15.59 37.30 9412 2270 966 1304 13991.1 163.935 296.80 13826.2 286847 18.2418 17.6791 33.9 9106.9 46.60 73804001 3606.7 21.9564 13861.2 3802.52 5850 4384 5.036 8.47 1.834 96.200 21.3156 93.252 3808.57 3749.18 73.36 3.69657 67.207 9128.2 47.46 0.954 0.315 11.035 1.65767 24.0193 10.29 0.39 10.47 0.51 0.52 2201882.03 51.7 0.44 47.602 1.270 49821254 2431710.35 30.847 1892562.21 16.62 46.084 448.24 1762.98 268.72 192.54 577229 9506.2 8518.04 2.859 11.4694 12.697 1.46928 22.7259 7329531 1146059.294691 23.54 25.229 10.754 14.029 0.789 26.99 13.199 27.69 2.99559 49.012 12.153 15.785 39.68 6.27715 2.12408 41.02 9.54 7.753 1368828.88 1675529.38 10.038 60.69 3.45370 7.595 13.399 106.6 6.34 25.1643 19.9734 5.22 116.80 683.8 2.052 3.43727 5.92604 949.7 10862.041 0.57120 1.53681 0.02819 1.30966 4.00164 12.61727 10.04669 52.77753 477.084 647.924 101.47 40.80 49.69 75.03 34.34 54.29 92.98 42.04 6.67 20.92 14.50 14.42 15.70 15.60 34.56 15.418 100.26 40.01 50.57 73.86 32.39 53.19 100.73 38.90 7.40 19.28 16.26 14.65 14.22 16.30 33.78 9451 2317 998 1319 13295.0 162.561 298.31 13783.3 291013 19.2992 17.2357 42.0 9217.2 47.55 74895187 3798.9 22.4966 13529.0 3821.24 5644 4267 4.994 8.25 1.858 96.340 21.6674 92.981 3780.47 3782.36 73.14 3.76164 67.458 9191.9 47.12 0.951 0.320 10.963 2.09567 24.6155 10.38 0.39 10.56 0.50 0.52 2099666.52 51.6 0.44 47.602 1.273 55404772 2058658.41 31.153 1826296.85 15.26 30.918 441.37 1762.78 268.36 192.43 579360 9647.9 8619.84 2.830 11.2085 12.543 1.48549 22.2365 7371374 1148000.044932 23.57 25.217 10.519 14.010 0.731 27.13 13.215 27.84 3.01721 48.996 12.264 15.790 39.67 6.25011 2.10893 40.36 9.49 7.795 1340079.29 1654163.60 10.055 60.69 3.49064 7.626 12.913 107.1 6.32 25.1026 20.1538 5.22 116.09 619.9 3.44980 5.93856 972.2 10831.974 0.58300 1.53453 0.02798 1.30771 4.34106 8.80303 9.74083 54.30507 485.485 647.089 103.89 39.13 49.25 73.65 35.69 64.49 95.61 42.95 7.65 18.97 14.17 15.30 15.21 15.78 34.91 15.187 101.27 39.14 48.23 70.92 35.93 56.35 100.17 38.32 7.09 20.49 13.77 15.75 15.95 14.97 34.39 9417 13669.2 161.632 295.79 13668.4 19.4014 17.3999 36.2 9130.5 45.94 72630737 3781.2 22.2655 13753.9 3711.96 5640 4268 5.057 8.21 1.837 21.5622 93.058 3777.65 3783.40 73.10 3.41699 67.247 9188.3 46.87 0.953 0.318 11.036 2.00984 24.3636 10.32 0.40 10.53 0.51 0.52 2091130.67 51.8 0.44 48.164 1.274 54984012 1998586.16 31.028 1974193.46 16.55 32.699 446.38 1762.55 267.90 192.22 9540.0 8508.64 2.853 10.9285 12.553 1.48957 22.6453 7366701 1146667.406114 23.61 25.144 10.529 14.041 26.92 27.78 3.01645 49.021 12.157 15.758 39.39 6.21623 2.12611 41.06 9.45 7.774 1366164.67 1577289.79 10.074 60.79 3.51087 7.600 12.551 106.2 6.35 25.1041 20.2543 5.20 116.68 623.8 3.46909 5.92300 972.5 10972.494 0.59385 1.53509 0.02866 1.33820 4.17428 13.03417 9.67646 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 12 24 36 48 60 SE +/- 0.14, N = 3 SE +/- 0.10, N = 3 SE +/- 0.24, N = 3 54.60 52.78 54.31 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
Timed Clash Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Clash Compilation Time To Compile 1 2 3 110 220 330 440 550 SE +/- 13.67, N = 9 SE +/- 4.96, N = 9 SE +/- 0.58, N = 3 463.22 477.08 485.49
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 1 2 3 140 280 420 560 700 SE +/- 1.61, N = 3 SE +/- 0.39, N = 3 SE +/- 0.07, N = 3 651.21 647.92 647.09 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m 1 2 3 20 40 60 80 100 SE +/- 1.12, N = 12 SE +/- 1.29, N = 12 SE +/- 3.17, N = 12 102.93 101.47 103.89 MIN: 90.68 / MAX: 1519.43 MIN: 90.53 / MAX: 2458.71 MIN: 90.75 / MAX: 3380.17 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 1 2 3 10 20 30 40 50 SE +/- 1.53, N = 12 SE +/- 1.74, N = 12 SE +/- 1.90, N = 12 41.89 40.80 39.13 MIN: 31.38 / MAX: 429.4 MIN: 31.26 / MAX: 438.66 MIN: 32.02 / MAX: 459.23 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 11 22 33 44 55 SE +/- 0.68, N = 12 SE +/- 1.04, N = 12 SE +/- 0.86, N = 12 50.19 49.69 49.25 MIN: 39.36 / MAX: 224.81 MIN: 39.24 / MAX: 224.21 MIN: 39.85 / MAX: 267.24 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 1 2 3 20 40 60 80 100 SE +/- 5.46, N = 12 SE +/- 2.78, N = 12 SE +/- 4.79, N = 12 79.53 75.03 73.65 MIN: 38.42 / MAX: 565.15 MIN: 38.58 / MAX: 559.97 MIN: 39.25 / MAX: 638.31 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 9 18 27 36 45 SE +/- 1.89, N = 12 SE +/- 2.63, N = 12 SE +/- 1.62, N = 12 37.72 34.34 35.69 MIN: 15.66 / MAX: 106.73 MIN: 15.18 / MAX: 103.77 MIN: 16.27 / MAX: 106.47 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 1 2 3 14 28 42 56 70 SE +/- 4.97, N = 12 SE +/- 5.28, N = 12 SE +/- 4.57, N = 12 59.91 54.29 64.49 MIN: 23.15 / MAX: 227.75 MIN: 22 / MAX: 230.1 MIN: 21.25 / MAX: 228.14 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 2 3 20 40 60 80 100 SE +/- 3.95, N = 12 SE +/- 1.61, N = 12 SE +/- 2.05, N = 12 102.38 92.98 95.61 MIN: 62.04 / MAX: 220.23 MIN: 61.58 / MAX: 223.7 MIN: 64.1 / MAX: 227.91 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 1 2 3 11 22 33 44 55 SE +/- 2.92, N = 12 SE +/- 2.39, N = 12 SE +/- 3.13, N = 12 47.87 42.04 42.95 MIN: 27.73 / MAX: 542.74 MIN: 28.93 / MAX: 517.65 MIN: 27.93 / MAX: 530.03 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 1 2 3 2 4 6 8 10 SE +/- 0.16, N = 12 SE +/- 0.10, N = 12 SE +/- 0.60, N = 12 6.83 6.67 7.65 MIN: 6.11 / MAX: 191.61 MIN: 6.12 / MAX: 175.66 MIN: 6.15 / MAX: 211.21 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 1 2 3 5 10 15 20 25 SE +/- 0.67, N = 12 SE +/- 1.79, N = 12 SE +/- 0.37, N = 12 20.01 20.92 18.97 MIN: 17.38 / MAX: 456.25 MIN: 17.12 / MAX: 465.23 MIN: 17.3 / MAX: 414.55 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 1 2 3 4 8 12 16 20 SE +/- 0.16, N = 12 SE +/- 0.64, N = 12 SE +/- 0.31, N = 12 13.60 14.50 14.17 MIN: 12.42 / MAX: 189.74 MIN: 12.55 / MAX: 348.4 MIN: 12.78 / MAX: 347.15 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 1 2 3 4 8 12 16 20 SE +/- 0.85, N = 12 SE +/- 0.15, N = 12 SE +/- 0.64, N = 12 15.28 14.42 15.30 MIN: 13.6 / MAX: 309.56 MIN: 13.2 / MAX: 104.86 MIN: 12.9 / MAX: 306.7 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 1 2 3 4 8 12 16 20 SE +/- 0.50, N = 12 SE +/- 1.39, N = 12 SE +/- 1.31, N = 12 14.44 15.70 15.21 MIN: 12.49 / MAX: 358.11 MIN: 12.6 / MAX: 382.98 MIN: 12.52 / MAX: 378.12 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 1 2 3 4 8 12 16 20 SE +/- 0.44, N = 12 SE +/- 0.34, N = 12 SE +/- 0.73, N = 12 15.67 15.60 15.78 MIN: 13.15 / MAX: 357.88 MIN: 13.33 / MAX: 383.7 MIN: 13.2 / MAX: 388.68 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 9 18 27 36 45 SE +/- 1.43, N = 12 SE +/- 0.55, N = 12 SE +/- 0.99, N = 12 37.24 34.56 34.91 MIN: 29.37 / MAX: 419.38 MIN: 30.05 / MAX: 404.5 MIN: 29.38 / MAX: 419.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: 20k Atoms 1 2 3 4 8 12 16 20 SE +/- 0.21, N = 3 SE +/- 0.02, N = 3 SE +/- 0.21, N = 4 15.50 15.42 15.19 1. (CXX) g++ options: -O3 -pthread -lm
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m 1 2 3 20 40 60 80 100 SE +/- 1.78, N = 12 SE +/- 2.13, N = 12 SE +/- 2.24, N = 9 101.01 100.26 101.27 MIN: 90.72 / MAX: 1587.31 MIN: 90.99 / MAX: 1833.25 MIN: 89.99 / MAX: 2458.9 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd 1 2 3 9 18 27 36 45 SE +/- 1.34, N = 12 SE +/- 1.39, N = 12 SE +/- 1.29, N = 9 41.28 40.01 39.14 MIN: 31.56 / MAX: 448.33 MIN: 31.52 / MAX: 514.49 MIN: 31.19 / MAX: 435.95 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny 1 2 3 11 22 33 44 55 SE +/- 1.15, N = 12 SE +/- 1.28, N = 12 SE +/- 1.42, N = 9 50.25 50.57 48.23 MIN: 39.88 / MAX: 213.87 MIN: 39.57 / MAX: 214.93 MIN: 39.54 / MAX: 230.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet50 1 2 3 16 32 48 64 80 SE +/- 3.10, N = 12 SE +/- 5.68, N = 12 SE +/- 6.02, N = 9 72.06 73.86 70.92 MIN: 39.39 / MAX: 562.21 MIN: 40.4 / MAX: 546.35 MIN: 39.2 / MAX: 557.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet 1 2 3 8 16 24 32 40 SE +/- 1.15, N = 12 SE +/- 1.09, N = 12 SE +/- 1.85, N = 9 33.56 32.39 35.93 MIN: 15.36 / MAX: 104.32 MIN: 17.56 / MAX: 91.67 MIN: 17.55 / MAX: 96.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet18 1 2 3 13 26 39 52 65 SE +/- 3.22, N = 12 SE +/- 5.95, N = 12 SE +/- 3.64, N = 9 55.89 53.19 56.35 MIN: 23.8 / MAX: 226.22 MIN: 21.74 / MAX: 222.51 MIN: 22.77 / MAX: 219.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 1 2 3 20 40 60 80 100 SE +/- 2.14, N = 12 SE +/- 2.43, N = 12 SE +/- 2.35, N = 9 103.41 100.73 100.17 MIN: 63 / MAX: 216.59 MIN: 65.03 / MAX: 221.49 MIN: 63.35 / MAX: 242.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: googlenet 1 2 3 9 18 27 36 45 SE +/- 2.33, N = 12 SE +/- 1.77, N = 12 SE +/- 1.78, N = 9 41.08 38.90 38.32 MIN: 28.69 / MAX: 513.63 MIN: 28.91 / MAX: 532.2 MIN: 28.17 / MAX: 505.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: blazeface 1 2 3 3 6 9 12 15 SE +/- 1.94, N = 12 SE +/- 0.76, N = 12 SE +/- 0.51, N = 9 9.82 7.40 7.09 MIN: 6.19 / MAX: 229.58 MIN: 6.14 / MAX: 215.25 MIN: 6.15 / MAX: 204.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 1 2 3 5 10 15 20 25 SE +/- 0.25, N = 12 SE +/- 0.70, N = 12 SE +/- 0.66, N = 9 19.14 19.28 20.49 MIN: 17.51 / MAX: 352.05 MIN: 16.96 / MAX: 430.49 MIN: 17.45 / MAX: 438.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet 1 2 3 4 8 12 16 20 SE +/- 0.70, N = 11 SE +/- 1.06, N = 12 SE +/- 0.35, N = 9 15.64 16.26 13.77 MIN: 12.3 / MAX: 352.98 MIN: 12.28 / MAX: 390.46 MIN: 12.4 / MAX: 378.94 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 1 2 3 4 8 12 16 20 SE +/- 0.51, N = 12 SE +/- 0.14, N = 11 SE +/- 0.93, N = 9 14.92 14.65 15.75 MIN: 13.15 / MAX: 283.76 MIN: 13.43 / MAX: 114.64 MIN: 12.97 / MAX: 295.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 1 2 3 4 8 12 16 20 SE +/- 0.55, N = 12 SE +/- 0.34, N = 12 SE +/- 1.16, N = 9 14.58 14.22 15.95 MIN: 12.63 / MAX: 382.37 MIN: 12.46 / MAX: 387.96 MIN: 12.47 / MAX: 359.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 1 2 3 4 8 12 16 20 SE +/- 0.35, N = 12 SE +/- 0.63, N = 12 SE +/- 0.24, N = 9 15.59 16.30 14.97 MIN: 12.98 / MAX: 359.55 MIN: 13.31 / MAX: 389.24 MIN: 13.4 / MAX: 357.21 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet 1 2 3 9 18 27 36 45 SE +/- 1.11, N = 12 SE +/- 0.72, N = 12 SE +/- 1.11, N = 9 37.30 33.78 34.39 MIN: 29.33 / MAX: 427.64 MIN: 29.45 / MAX: 408.23 MIN: 29.33 / MAX: 412.06 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 1 2 3 2K 4K 6K 8K 10K SE +/- 13.38, N = 3 SE +/- 49.17, N = 3 SE +/- 6.74, N = 3 9412 9451 9417 1. (CXX) g++ options: -O3 -pthread
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score 1 2 500 1000 1500 2000 2500 2270 2317
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score 1 2 200 400 600 800 1000 966 998
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score 1 2 300 600 900 1200 1500 1304 1319
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 1 2 3 3K 6K 9K 12K 15K SE +/- 48.11, N = 3 SE +/- 123.89, N = 10 SE +/- 122.96, N = 11 13991.1 13295.0 13669.2 MIN: 13812.5 MIN: 12213.4 MIN: 12754.3 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search 1 2 3 40 80 120 160 200 SE +/- 1.51, N = 10 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 163.94 162.56 161.63 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark 1 2 3 60 120 180 240 300 SE +/- 0.54, N = 3 SE +/- 0.29, N = 3 SE +/- 0.70, N = 3 296.80 298.31 295.79
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 1 2 3 3K 6K 9K 12K 15K SE +/- 141.29, N = 3 SE +/- 53.39, N = 3 SE +/- 128.38, N = 12 13826.2 13783.3 13668.4 MIN: 13450.2 MIN: 13567.9 MIN: 12362.1 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.30.8 VGR Performance Metric 1 2 60K 120K 180K 240K 300K 286847 291013 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
Embree Binary: Pathtracer - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon Obj 1 2 3 5 10 15 20 25 SE +/- 0.25, N = 15 SE +/- 0.37, N = 15 SE +/- 0.44, N = 12 18.24 19.30 19.40 MIN: 16.42 / MAX: 21.1 MIN: 16.68 / MAX: 22.31 MIN: 16.59 / MAX: 22.2
Embree Binary: Pathtracer ISPC - Model: Asian Dragon Obj OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Asian Dragon Obj 1 2 3 4 8 12 16 20 SE +/- 0.39, N = 12 SE +/- 0.39, N = 12 SE +/- 0.30, N = 15 17.68 17.24 17.40 MIN: 15.66 / MAX: 20.6 MIN: 14.95 / MAX: 20.29 MIN: 15.12 / MAX: 19.79
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 1 2 3 10 20 30 40 50 SE +/- 0.37, N = 15 SE +/- 0.34, N = 3 SE +/- 0.39, N = 3 33.9 42.0 36.2 1. (CC) gcc options: -O3 -pthread -lz -llzma
LZ4 Compression Compression Level: 9 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Decompression Speed 1 2 3 2K 4K 6K 8K 10K SE +/- 20.12, N = 15 SE +/- 4.46, N = 3 SE +/- 18.60, N = 3 9106.9 9217.2 9130.5 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 1 2 3 11 22 33 44 55 SE +/- 0.43, N = 15 SE +/- 0.77, N = 3 SE +/- 0.01, N = 3 46.60 47.55 45.94 1. (CC) gcc options: -O3
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth 1 2 3 16M 32M 48M 64M 80M SE +/- 738089.20, N = 3 SE +/- 126998.98, N = 3 SE +/- 633798.86, N = 3 73804001 74895187 72630737
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 1 2 3 800 1600 2400 3200 4000 SE +/- 88.27, N = 12 SE +/- 129.73, N = 12 SE +/- 107.86, N = 15 3606.7 3798.9 3781.2 1. (CC) gcc options: -O3 -pthread -lz -llzma
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon 1 2 3 5 10 15 20 25 SE +/- 0.31, N = 15 SE +/- 0.25, N = 15 SE +/- 0.26, N = 15 21.96 22.50 22.27 MIN: 19.03 / MAX: 24.66 MIN: 20.59 / MAX: 25.14 MIN: 20.37 / MAX: 25.26
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 1 2 3 3K 6K 9K 12K 15K SE +/- 110.93, N = 3 SE +/- 161.18, N = 3 SE +/- 132.58, N = 3 13861.2 13529.0 13753.9 MIN: 13490.9 MIN: 13190.1 MIN: 12649.5 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 1 2 3 800 1600 2400 3200 4000 SE +/- 10.92, N = 3 SE +/- 46.19, N = 3 SE +/- 38.84, N = 8 3802.52 3821.24 3711.96 MIN: 3624.28 MIN: 3746.24 MIN: 3503.46 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
VKMark Resolution: 1280 x 1024 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1280 x 1024 1 2 3 1300 2600 3900 5200 6500 SE +/- 2.19, N = 3 SE +/- 5.90, N = 3 SE +/- 2.33, N = 3 5850 5644 5640 1. (CXX) g++ options: -ldl -pipe -std=c++14 -fPIC -MD -MQ -MF
VKMark Resolution: 1920 x 1080 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1920 x 1080 1 2 3 900 1800 2700 3600 4500 SE +/- 2.96, N = 3 SE +/- 2.65, N = 3 SE +/- 2.85, N = 3 4384 4267 4268 1. (CXX) g++ options: -ldl -pipe -std=c++14 -fPIC -MD -MQ -MF
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom 1 2 3 1.1378 2.2756 3.4134 4.5512 5.689 SE +/- 0.025, N = 3 SE +/- 0.054, N = 12 SE +/- 0.019, N = 3 5.036 4.994 5.057
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark 1 2 3 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.12, N = 4 SE +/- 0.04, N = 3 8.47 8.25 8.21 1. Nodejs
v12.18.2
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark 1 2 3 0.4181 0.8362 1.2543 1.6724 2.0905 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 SE +/- 0.003, N = 2 1.834 1.858 1.837 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile 1 2 20 40 60 80 100 SE +/- 0.24, N = 3 SE +/- 0.21, N = 3 96.20 96.34
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 1 2 3 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.26, N = 15 SE +/- 0.19, N = 15 21.32 21.67 21.56 MIN: 20.36 / MAX: 22.38 MIN: 19.41 / MAX: 23.55 MIN: 19.33 / MAX: 23.88
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile 1 2 3 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 93.25 92.98 93.06
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 1 2 3 800 1600 2400 3200 4000 SE +/- 3.43, N = 3 SE +/- 13.99, N = 3 SE +/- 10.39, N = 3 3808.57 3780.47 3777.65 MIN: 3705.89 MIN: 3731.84 MIN: 3644.35 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
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 1 2 3 800 1600 2400 3200 4000 SE +/- 16.86, N = 3 SE +/- 8.72, N = 3 SE +/- 8.76, N = 3 3749.18 3782.36 3783.40 MIN: 3631.66 MIN: 3756.39 MIN: 3758.06 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive 1 2 3 16 32 48 64 80 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 73.36 73.14 73.10 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
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 1 2 3 0.8464 1.6928 2.5392 3.3856 4.232 SE +/- 0.07703, N = 15 SE +/- 0.07933, N = 15 SE +/- 0.01146, N = 3 3.69657 3.76164 3.41699 MIN: 3.25 MIN: 3.26 MIN: 3.22 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 1 2 3 15 30 45 60 75 SE +/- 0.47, N = 3 SE +/- 0.25, N = 3 SE +/- 0.13, N = 3 67.21 67.46 67.25 1. (CC) gcc options: -O2 -ldl -lz -lpthread
LZ4 Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Decompression Speed 1 2 3 2K 4K 6K 8K 10K SE +/- 64.14, N = 3 SE +/- 19.51, N = 3 SE +/- 57.74, N = 3 9128.2 9191.9 9188.3 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 1 2 3 11 22 33 44 55 SE +/- 0.54, N = 3 SE +/- 0.25, N = 3 SE +/- 0.29, N = 3 47.46 47.12 46.87 1. (CC) gcc options: -O3
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 5 1 2 3 0.2147 0.4294 0.6441 0.8588 1.0735 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 0.954 0.951 0.953
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 1 1 2 3 0.072 0.144 0.216 0.288 0.36 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.315 0.320 0.318
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar 1 2 3 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 11.04 10.96 11.04
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 2 3 0.4715 0.943 1.4145 1.886 2.3575 SE +/- 0.05725, N = 15 SE +/- 0.05017, N = 15 SE +/- 0.03417, N = 15 1.65767 2.09567 2.00984 MIN: 1.11 MIN: 1.4 MIN: 1.39 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown 1 2 3 6 12 18 24 30 SE +/- 0.33, N = 15 SE +/- 0.22, N = 3 SE +/- 0.31, N = 3 24.02 24.62 24.36 MIN: 19.33 / MAX: 25.81 MIN: 23.95 / MAX: 25.61 MIN: 23 / MAX: 25.59
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 1 2 3 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 10.29 10.38 10.32 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: LargeRandom 1 2 3 0.09 0.18 0.27 0.36 0.45 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.39 0.39 0.40 1. (CXX) g++ options: -O3 -pthread
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 1 2 3 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 10.47 10.56 10.53 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: PartialTweets 1 2 3 0.1148 0.2296 0.3444 0.4592 0.574 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.51 0.50 0.51 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: DistinctUserID 1 2 3 0.117 0.234 0.351 0.468 0.585 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.52 0.52 0.52 1. (CXX) g++ options: -O3 -pthread
Redis Test: GET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: GET 1 2 3 500K 1000K 1500K 2000K 2500K SE +/- 31653.62, N = 15 SE +/- 31097.88, N = 15 SE +/- 27660.05, N = 15 2201882.03 2099666.52 2091130.67 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup 1 2 3 12 24 36 48 60 SE +/- 0.57, N = 3 SE +/- 0.20, N = 2 SE +/- 0.68, N = 3 51.7 51.6 51.8 1. (CC) gcc options: -fopenmp -O3 -lm
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: Kostya 1 2 3 0.099 0.198 0.297 0.396 0.495 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.44 0.44 0.44 1. (CXX) g++ options: -O3 -pthread
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S 1 2 3 11 22 33 44 55 SE +/- 0.22, N = 3 SE +/- 0.10, N = 3 SE +/- 0.24, N = 3 47.60 47.60 48.16 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 6 1 2 3 0.2867 0.5734 0.8601 1.1468 1.4335 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 1.270 1.273 1.274
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 12 Total Time 1 2 3 12M 24M 36M 48M 60M SE +/- 796222.48, N = 3 SE +/- 577141.31, N = 3 SE +/- 749500.39, N = 3 49821254 55404772 54984012 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
Redis Test: LPOP OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPOP 1 2 3 500K 1000K 1500K 2000K 2500K SE +/- 44065.81, N = 15 SE +/- 132410.87, N = 12 SE +/- 139985.77, N = 12 2431710.35 2058658.41 1998586.16 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 1 2 3 7 14 21 28 35 SE +/- 0.06, N = 4 SE +/- 0.17, N = 4 SE +/- 0.07, N = 4 30.85 31.15 31.03 1. (CC) gcc options: -O2 -std=c99
Redis Test: SADD OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SADD 1 2 3 400K 800K 1200K 1600K 2000K SE +/- 20792.00, N = 15 SE +/- 25792.40, N = 15 SE +/- 16528.72, N = 3 1892562.21 1826296.85 1974193.46 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K 1 2 3 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 16.62 15.26 16.55 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 4.2.2 Time To Compile 1 2 3 10 20 30 40 50 SE +/- 0.18, N = 3 SE +/- 0.15, N = 3 SE +/- 0.18, N = 3 46.08 30.92 32.70
Libplacebo Test: av1_grain_lap OpenBenchmarking.org FPS, More Is Better Libplacebo 2.72.2 Test: av1_grain_lap 1 2 3 100 200 300 400 500 SE +/- 3.42, N = 3 SE +/- 3.25, N = 3 SE +/- 1.25, N = 3 448.24 441.37 446.38 1. (CXX) g++ options: -lm -lglslang -lHLSL -lOGLCompiler -lOSDependent -lSPIRV -lSPVRemapper -lSPIRV-Tools -lSPIRV-Tools-opt -lpthread -pthread -pipe -std=c++11 -fvisibility=hidden -fPIC -MD -MQ -MF
Libplacebo Test: hdr_peakdetect OpenBenchmarking.org FPS, More Is Better Libplacebo 2.72.2 Test: hdr_peakdetect 1 2 3 400 800 1200 1600 2000 SE +/- 0.03, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 1762.98 1762.78 1762.55 1. (CXX) g++ options: -lm -lglslang -lHLSL -lOGLCompiler -lOSDependent -lSPIRV -lSPVRemapper -lSPIRV-Tools -lSPIRV-Tools-opt -lpthread -pthread -pipe -std=c++11 -fvisibility=hidden -fPIC -MD -MQ -MF
Libplacebo Test: polar_nocompute OpenBenchmarking.org FPS, More Is Better Libplacebo 2.72.2 Test: polar_nocompute 1 2 3 60 120 180 240 300 SE +/- 0.83, N = 3 SE +/- 0.53, N = 3 SE +/- 0.38, N = 3 268.72 268.36 267.90 1. (CXX) g++ options: -lm -lglslang -lHLSL -lOGLCompiler -lOSDependent -lSPIRV -lSPVRemapper -lSPIRV-Tools -lSPIRV-Tools-opt -lpthread -pthread -pipe -std=c++11 -fvisibility=hidden -fPIC -MD -MQ -MF
Libplacebo Test: deband_heavy OpenBenchmarking.org FPS, More Is Better Libplacebo 2.72.2 Test: deband_heavy 1 2 3 40 80 120 160 200 SE +/- 0.36, N = 3 SE +/- 0.37, N = 3 SE +/- 0.29, N = 3 192.54 192.43 192.22 1. (CXX) g++ options: -lm -lglslang -lHLSL -lOGLCompiler -lOSDependent -lSPIRV -lSPVRemapper -lSPIRV-Tools -lSPIRV-Tools-opt -lpthread -pthread -pipe -std=c++11 -fvisibility=hidden -fPIC -MD -MQ -MF
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite 1 2 120K 240K 360K 480K 600K SE +/- 2547.76, N = 3 SE +/- 145.08, N = 3 577229 579360
LZ4 Compression Compression Level: 1 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Decompression Speed 1 2 3 2K 4K 6K 8K 10K SE +/- 34.06, N = 3 SE +/- 9.81, N = 3 SE +/- 47.16, N = 3 9506.2 9647.9 9540.0 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 1 2 3 2K 4K 6K 8K 10K SE +/- 65.90, N = 3 SE +/- 79.09, N = 3 SE +/- 51.76, N = 3 8518.04 8619.84 8508.64 1. (CC) gcc options: -O3
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 10 1 2 3 0.6433 1.2866 1.9299 2.5732 3.2165 SE +/- 0.006, N = 3 SE +/- 0.018, N = 3 SE +/- 0.012, N = 3 2.859 2.830 2.853
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 3 6 9 12 15 SE +/- 0.19, N = 12 SE +/- 0.15, N = 15 SE +/- 0.01, N = 3 11.47 11.21 10.93 MIN: 10.94 MIN: 10.67 MIN: 10.81 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 1 2 3 3 6 9 12 15 SE +/- 0.24, N = 15 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 12.70 12.54 12.55 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
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 1 2 3 0.3352 0.6704 1.0056 1.3408 1.676 SE +/- 0.01123, N = 15 SE +/- 0.00191, N = 3 SE +/- 0.00013, N = 3 1.46928 1.48549 1.48957 MIN: 1.34 MIN: 1.45 MIN: 1.44 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
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 5 10 15 20 25 SE +/- 0.21, N = 3 SE +/- 0.38, N = 3 SE +/- 0.22, N = 3 22.73 22.24 22.65 MIN: 21.97 / MAX: 23.66 MIN: 20.82 / MAX: 23.48 MIN: 21.43 / MAX: 23.62
Crafty Elapsed Time OpenBenchmarking.org Nodes Per Second, More Is Better Crafty 25.2 Elapsed Time 1 2 3 1.6M 3.2M 4.8M 6.4M 8M SE +/- 7194.80, N = 3 SE +/- 6808.24, N = 3 SE +/- 5337.04, N = 3 7329531 7371374 7366701 1. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
Coremark CoreMark Size 666 - Iterations Per Second OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second 1 2 3 200K 400K 600K 800K 1000K SE +/- 2731.02, N = 3 SE +/- 686.93, N = 3 SE +/- 1713.53, N = 3 1146059.29 1148000.04 1146667.41 1. (CC) gcc options: -O2 -lrt" -lrt
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 1 2 3 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 23.54 23.57 23.61 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 1 2 3 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 25.23 25.22 25.14 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Betsy GPU Compressor Codec: ETC1 - Quality: Highest OpenBenchmarking.org Seconds, Fewer Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest 1 2 3 3 6 9 12 15 SE +/- 0.23, N = 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 10.75 10.52 10.53 1. (CXX) g++ options: -O3 -O2 -lpthread -ldl
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE 1 2 3 4 8 12 16 20 SE +/- 0.06, N = 5 SE +/- 0.06, N = 5 SE +/- 0.06, N = 5 14.03 14.01 14.04 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Sunflow Rendering System Global Illumination + Image Synthesis OpenBenchmarking.org Seconds, Fewer Is Better Sunflow Rendering System 0.07.2 Global Illumination + Image Synthesis 1 2 0.1775 0.355 0.5325 0.71 0.8875 SE +/- 0.004, N = 3 SE +/- 0.011, N = 15 0.789 0.731 MIN: 0.57 / MAX: 1.63 MIN: 0.49 / MAX: 1.57
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 1 2 3 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 26.99 27.13 26.92 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack 1 2 3 6 9 12 15 SE +/- 0.01, N = 5 SE +/- 0.01, N = 5 13.20 13.22 1. (CXX) g++ options: -rdynamic
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 1 2 3 7 14 21 28 35 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 27.69 27.84 27.78 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 1 2 3 0.6789 1.3578 2.0367 2.7156 3.3945 SE +/- 0.02534, N = 3 SE +/- 0.01913, N = 3 SE +/- 0.01010, N = 3 2.99559 3.01721 3.01645 MIN: 2.82 MIN: 2.84 MIN: 2.85 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single 1 2 3 11 22 33 44 55 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 49.01 49.00 49.02 1. (CXX) g++ options: -O3 -pthread
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA 1 2 3 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.15, N = 6 SE +/- 0.12, N = 3 12.15 12.26 12.16 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
Basis Universal Settings: UASTC Level 2 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 1 2 3 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 15.79 15.79 15.76 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
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 1 2 3 9 18 27 36 45 SE +/- 0.28, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 39.68 39.67 39.39 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 1 2 3 2 4 6 8 10 SE +/- 0.05437, N = 3 SE +/- 0.08570, N = 3 SE +/- 0.09143, N = 3 6.27715 6.25011 6.21623 MIN: 5.63 MIN: 5.72 MIN: 5.67 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 1 2 3 0.4784 0.9568 1.4352 1.9136 2.392 SE +/- 0.00488, N = 3 SE +/- 0.00369, N = 3 SE +/- 0.00796, N = 3 2.12408 2.10893 2.12611 MIN: 2.04 MIN: 2.03 MIN: 2.05 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p 1 2 3 9 18 27 36 45 SE +/- 0.23, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 41.02 40.36 41.06 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough 1 2 3 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 9.54 9.49 9.45 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode 1 2 3 2 4 6 8 10 SE +/- 0.012, N = 5 SE +/- 0.012, N = 5 SE +/- 0.021, N = 5 7.753 7.795 7.774 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
Redis Test: LPUSH OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPUSH 1 2 3 300K 600K 900K 1200K 1500K SE +/- 18400.26, N = 3 SE +/- 19080.84, N = 4 SE +/- 13973.47, N = 3 1368828.88 1340079.29 1366164.67 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 1 2 3 400K 800K 1200K 1600K 2000K SE +/- 19958.53, N = 3 SE +/- 23714.82, N = 4 SE +/- 22941.42, N = 3 1675529.38 1654163.60 1577289.79 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes 1 2 3 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 10.04 10.06 10.07
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 1 2 3 14 28 42 56 70 SE +/- 0.21, N = 3 SE +/- 0.20, N = 3 SE +/- 0.26, N = 3 60.69 60.69 60.79 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 1 2 3 0.7899 1.5798 2.3697 3.1596 3.9495 SE +/- 0.02421, N = 3 SE +/- 0.04824, N = 3 SE +/- 0.03734, N = 3 3.45370 3.49064 3.51087 MIN: 1.93 MIN: 2.01 MIN: 2 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 1 2 3 2 4 6 8 10 SE +/- 0.057, N = 3 SE +/- 0.021, N = 3 SE +/- 0.019, N = 3 7.595 7.626 7.600 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein 1 2 3 3 6 9 12 15 SE +/- 0.36, N = 12 SE +/- 0.30, N = 15 SE +/- 0.15, N = 3 13.40 12.91 12.55 1. (CXX) g++ options: -O3 -pthread -lm
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 1 2 3 20 40 60 80 100 SE +/- 1.02, N = 3 SE +/- 1.01, N = 3 SE +/- 0.93, N = 3 106.6 107.1 106.2 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
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium 1 2 3 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 6.34 6.32 6.35 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
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 1 2 3 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 25.16 25.10 25.10 MIN: 24.12 MIN: 24.22 MIN: 23.92 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 +/- 0.13, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 19.97 20.15 20.25 MIN: 14.86 MIN: 19.19 MIN: 19.16 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 1.1745 2.349 3.5235 4.698 5.8725 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.22 5.22 5.20 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -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 1 2 3 30 60 90 120 150 SE +/- 0.15, N = 3 SE +/- 0.66, N = 3 SE +/- 0.26, N = 3 116.80 116.09 116.68 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 1 2 3 150 300 450 600 750 SE +/- 4.44, N = 3 SE +/- 6.33, N = 8 SE +/- 5.54, N = 15 683.8 619.9 623.8 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
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No 1 0.4617 0.9234 1.3851 1.8468 2.3085 2.052
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 1 2 3 0.7805 1.561 2.3415 3.122 3.9025 SE +/- 0.00942, N = 3 SE +/- 0.00155, N = 3 SE +/- 0.02456, N = 3 3.43727 3.44980 3.46909 MIN: 3.34 MIN: 3.36 MIN: 3.35 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 1 2 3 1.3362 2.6724 4.0086 5.3448 6.681 SE +/- 0.01022, N = 3 SE +/- 0.00211, N = 3 SE +/- 0.00240, N = 3 5.92604 5.93856 5.92300 MIN: 5.7 MIN: 5.71 MIN: 5.5 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 3 200 400 600 800 1000 SE +/- 12.14, N = 3 SE +/- 13.22, N = 3 SE +/- 10.37, N = 3 949.7 972.2 972.5 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 2 3 2K 4K 6K 8K 10K SE +/- 250.74, N = 3 SE +/- 181.12, N = 3 SE +/- 206.43, N = 3 10862.04 10831.97 10972.49 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: Random Ring Bandwidth OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Bandwidth 1 2 3 0.1336 0.2672 0.4008 0.5344 0.668 SE +/- 0.00203, N = 3 SE +/- 0.01337, N = 3 SE +/- 0.00691, N = 3 0.57120 0.58300 0.59385 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: Random Ring Latency OpenBenchmarking.org usecs, Fewer Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Latency 1 2 3 0.3458 0.6916 1.0374 1.3832 1.729 SE +/- 0.00435, N = 3 SE +/- 0.00474, N = 3 SE +/- 0.00358, N = 3 1.53681 1.53453 1.53509 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Random Access OpenBenchmarking.org GUP/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Random Access 1 2 3 0.0064 0.0128 0.0192 0.0256 0.032 SE +/- 0.00038, N = 3 SE +/- 0.00067, N = 3 SE +/- 0.00018, N = 3 0.02819 0.02798 0.02866 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
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 0.3011 0.6022 0.9033 1.2044 1.5055 SE +/- 0.05676, N = 3 SE +/- 0.03714, N = 3 SE +/- 0.07867, N = 3 1.30966 1.30771 1.33820 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Ptrans OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ptrans 1 2 3 0.9767 1.9534 2.9301 3.9068 4.8835 SE +/- 0.25728, N = 3 SE +/- 0.03755, N = 3 SE +/- 0.08946, N = 3 4.00164 4.34106 4.17428 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: EP-DGEMM OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: EP-DGEMM 1 2 3 3 6 9 12 15 SE +/- 0.86774, N = 3 SE +/- 0.14154, N = 3 SE +/- 0.34471, N = 3 12.61727 8.80303 13.03417 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Ffte OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ffte 1 2 3 3 6 9 12 15 SE +/- 0.04480, N = 3 SE +/- 0.17781, N = 3 SE +/- 0.14488, N = 3 10.04669 9.74083 9.67646 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
Phoronix Test Suite v10.8.4