3900X + Polaris AMD Ryzen 9 3900X 12-Core testing with a ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS) and MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2101013-HA-3900XPOLA89&sor .
3900X + Polaris Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads) ASUS TUF GAMING X570-PLUS (WI-FI) (2203 BIOS) AMD Starship/Matisse 16GB Samsung SSD 970 EVO Plus 250GB MSI AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1366/2000MHz) AMD Ellesmere HDMI Audio LG Ultra HD Realtek RTL8111/8168/8411 + Intel-AC 9260 Ubuntu 20.04 5.9.0-050900rc6daily20200922-generic (x86_64) 20200921 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 21.0.0-devel (git-28a202f 2020-12-31 focal-oibaf-ppa) (LLVM 11.0.0) 1.2.145 GCC 9.3.0 ext4 1920x1080 5.10.4-051004-generic (x86_64) 5.11.0-rc1-phx (x86_64) 20201228 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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: 0x8701021 Graphics Details - GLAMOR Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Python Details - RRR: Python 3.8.5
3900X + Polaris vkmark: 1280 x 1024 vkmark: 1920 x 1080 clomp: Static OMP Speedup onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 3D - f32 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU build2: Time To Compile build-eigen: Time To Compile encode-ape: WAV To APE encode-opus: WAV To Opus Encode cryptsetup: PBKDF2-sha512 cryptsetup: PBKDF2-whirlpool cryptsetup: AES-XTS 256b Encryption cryptsetup: AES-XTS 256b Decryption cryptsetup: Serpent-XTS 256b Encryption cryptsetup: Serpent-XTS 256b Decryption cryptsetup: Twofish-XTS 256b Encryption cryptsetup: Twofish-XTS 256b Decryption cryptsetup: AES-XTS 512b Encryption cryptsetup: AES-XTS 512b Decryption cryptsetup: Serpent-XTS 512b Encryption cryptsetup: Serpent-XTS 512b Decryption cryptsetup: Twofish-XTS 512b Encryption cryptsetup: Twofish-XTS 512b Decryption ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m encode-wavpack: WAV To WavPack unpack-firefox: firefox-84.0.source.tar.xz kvazaar: Bosphorus 4K - Medium kvazaar: Bosphorus 1080p - Medium kvazaar: Bosphorus 4K - Very Fast kvazaar: Bosphorus 4K - Ultra Fast kvazaar: Bosphorus 1080p - Very Fast kvazaar: Bosphorus 1080p - Ultra Fast x264: H.264 Video Encoding x265: Bosphorus 4K x265: Bosphorus 1080p pgbench: 1 - 1 - Read Only pgbench: 1 - 1 - Read Only - Average Latency pgbench: 1 - 1 - Read Write pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 50 - Read Only pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 100 - Read Only pgbench: 1 - 100 - Read Only - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency pgbench: 100 - 1 - Read Only pgbench: 100 - 1 - Read Only - Average Latency pgbench: 1 - 100 - Read Write pgbench: 1 - 100 - Read Write - Average Latency pgbench: 100 - 1 - Read Write pgbench: 100 - 1 - Read Write - Average Latency pgbench: 100 - 50 - Read Only pgbench: 100 - 50 - Read Only - Average Latency pgbench: 100 - 100 - Read Only pgbench: 100 - 100 - Read Only - Average Latency pgbench: 100 - 50 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 100 - 100 - Read Write pgbench: 100 - 100 - Read Write - Average Latency ospray: Magnetic Reconnection - SciVis ospray: Magnetic Reconnection - Path Tracer ospray: XFrog Forest - SciVis ospray: XFrog Forest - Path Tracer ospray: NASA Streamlines - SciVis ospray: NASA Streamlines - Path Tracer ospray: San Miguel - SciVis ospray: San Miguel - Path Tracer c-ray: Total Time - 4K, 16 Rays Per Pixel tachyon: Total Time povray: Trace Time rays1bench: Large Scene yafaray: Total Time For Sample Scene blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Pabellon Barcelona - CPU-Only blender: Barbershop - CPU-Only tungsten: Hair tungsten: Water Caustic tungsten: Non-Exponential tungsten: Volumetric Caustic appleseed: Emily appleseed: Disney Material appleseed: Material Tester radiance: Serial radiance: SMP Parallel aobench: 2048 x 2048 - Total Time luxcorerender: DLSC luxcorerender: Rainbow Colors and Prism smallpt: Global Illumination Renderer; 128 Samples ttsiod-renderer: Phong Rendering With Soft-Shadow Mapping v-ray: CPU indigobench: CPU - Supercar indigobench: CPU - Bedroom tesseract-ocr: Time To OCR 7 Images ocrmypdf: Processing 60 Page PDF Document svt-vp9: Visual Quality Optimized - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: VMAF Optimized - Bosphorus 1080p svt-hevc: 1080p 8-bit YUV To HEVC Video Encode kvazaar: Bosphorus 1080p - Slow kvazaar: Bosphorus 4K - Slow ffmpeg: H.264 HD To NTSC DV vpxenc: Speed 5 vpxenc: Speed 0 dav1d: Summer Nature 1080p dav1d: Summer Nature 4K dav1d: Chimera 1080p dav1d: Chimera 1080p 10-bit aom-av1: Speed 8 Realtime aom-av1: Speed 6 Realtime aom-av1: Speed 6 Two-Pass aom-av1: Speed 4 Two-Pass aom-av1: Speed 0 Two-Pass svt-av1: Enc Mode 8 - 1080p svt-av1: Enc Mode 4 - 1080p svt-av1: Enc Mode 0 - 1080p libgav1: Summer Nature 1080p libgav1: Summer Nature 4K libgav1: Chimera 1080p libgav1: Chimera 1080p 10-bit rav1e: 10 rav1e: 6 rav1e: 5 rav1e: 1 avifenc: 0 avifenc: 2 avifenc: 8 avifenc: 10 encode-mp3: WAV To MP3 encode-ogg: WAV To Ogg encode-flac: WAV To FLAC graphics-magick: HWB Color Space graphics-magick: Noise-Gaussian graphics-magick: Enhanced graphics-magick: Resizing graphics-magick: Rotate graphics-magick: Sharpen graphics-magick: Swirl inkscape: SVG Files To PNG gmic: 2D Function Plotting, 1000 Times gmic: Plotting Isosurface Of A 3D Volume, 1000 Times gmic: 3D Elevated Function In Rand Colors, 100 Times libraw: Post-Processing Benchmark webp: Default webp: Quality 100 webp: Quality 100, Highest Compression webp: Quality 100, Lossless webp: Quality 100, Lossless, Highest Compression rawtherapee: Total Benchmark Time tjbench: gimp: unsharp-mask gimp: resize gimp: rotate gimp: auto-levels dcraw: RAW To PPM Image Conversion montage: Mosaic of M17, K band, 1.5 deg x 1.5 deg hugin: Panorama Photo Assistant + Stitching Time darktable: Boat - CPU-only darktable: Masskrug - CPU-only darktable: Server Room - CPU-only darktable: Server Rack - CPU-only rsvg: SVG Files To PNG gegl: Rotate 90 Degrees gegl: Scale gegl: Antialias gegl: Cartoon gegl: Color Enhance gegl: Crop gegl: Wavelet Blur gegl: Reflect gegl: Tile Glass embree: Pathtracer - Asian Dragon embree: Pathtracer - Asian Dragon Obj embree: Pathtracer - Crown embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Asian Dragon Obj embree: Pathtracer ISPC - Crown onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU onednn: IP Shapes 3D - u8s8f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU oidn: Memorial openvkl: vklBenchmark openvkl: vklBenchmarkStructuredVolume openvkl: vklBenchmarkUnstructuredVolume openvkl: vklBenchmarkVdbVolume openvino: Face Detection 0106 FP16 - CPU openvino: Face Detection 0106 FP16 - CPU openvino: Face Detection 0106 FP32 - CPU openvino: Face Detection 0106 FP32 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP32 - CPU openvino: Age Gender Recognition Retail 0013 FP32 - CPU openvino: Person Detection 0106 FP16 - CPU openvino: Person Detection 0106 FP16 - CPU openvino: Person Detection 0106 FP32 - CPU openvino: Person Detection 0106 FP32 - CPU neatbench: basis: ETC1S basis: UASTC Level 0 basis: UASTC Level 2 basis: UASTC Level 3 Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 6608 4942 32.2 4.78459 10.3172 22.3272 3.57564 5.03296 3904.27 2304.60 0.867501 88.090 71.658 11.099 7.107 1737821 751194 2081.4 2085.1 736.8 723.7 428.8 427.9 1844.4 1844.4 740.4 723.7 429.4 420.7 16.47 5.39 4.65 6.32 4.83 7.08 2.37 16.34 59.16 15.97 12.28 27.53 26.53 18.57 21.49 16.43 5.39 4.65 6.30 4.82 7.07 2.32 16.22 59.56 15.92 12.28 27.75 27.08 18.66 21.50 12.128 17.546 7.48 27.89 20.47 35.84 62.03 116.93 135.58 19.08 60.27 34776 0.029 911 1.098 420576 0.119 453503 0.221 1002 49.918 29761 0.033 957 104.551 791 1.264 337295 0.148 359412 0.278 9138 5.488 10881 9.235 6664 4975 32.1 4.30955 8.00465 21.7033 3.54551 5.05202 3677.65 2097.96 0.868645 89.062 72.245 11.206 7.080 1769325 763582 2098.1 2109.8 748.2 735.1 435.4 434.7 1865.0 1869.4 749.8 735.1 435.9 434.7 16.52 5.40 4.68 6.31 4.86 7.12 2.44 16.57 59.23 16.18 12.23 27.33 26.05 18.61 21.54 16.57 5.40 4.66 6.31 4.82 7.05 2.33 16.18 59.40 15.87 12.21 27.81 27.12 18.76 21.49 12.139 17.589 7.46 27.82 20.54 36.12 62.24 117.47 131.47 19.18 60.44 33818 0.030 910 1.099 421604 0.119 452199 0.221 986 50.730 30241 0.033 959 104.306 669 1.513 336573 0.149 356863 0.280 8657 5.777 10657 9.405 6576 4928 31.5 4.25293 8.00681 21.6515 3.55786 5.04675 3673.92 2159.44 0.857362 88.924 71.313 11.257 6.972 1764323 763217 2144.2 2148.4 757.5 742.3 441.3 440.6 1899.1 1898.9 758.3 743.2 442.0 440.4 16.49 5.38 4.67 6.29 4.82 7.07 2.33 16.33 59.22 15.98 12.30 27.34 26.13 18.76 21.45 16.37 5.37 4.66 6.31 4.79 7.01 2.32 16.13 59.30 15.87 12.19 27.38 26.21 18.69 21.49 11.948 17.605 7.45 27.89 20.51 36.06 62.71 118.17 135.43 19.40 60.40 36144 0.027 915 1.093 425848 0.117 455761 0.219 1015 49.258 31121 0.032 985 101.597 644 1.562 339648 0.147 361619 0.276 8422 5.941 10373 9.668 6563 4926 30.9 4.19200 8.01007 21.7438 3.55338 5.06536 3734.56 2219.39 0.865668 89.081 73.338 11.619 7.069 1758791 758501 2112.1 2135.1 745.1 742.8 442.4 441.1 1896.0 1896.9 760.1 744.4 441.9 440.6 16.51 5.46 4.67 6.27 4.80 7.04 2.31 16.21 59.51 15.99 12.24 27.54 26.87 18.83 21.34 16.65 5.48 4.71 6.36 4.84 7.14 2.33 16.29 59.52 16.00 12.32 27.67 27.38 18.98 21.68 12.457 17.558 7.39 27.68 20.39 36.07 62.45 117.25 135.40 19.03 60.06 36302 0.027 908 1.102 428685 0.117 454815 0.220 1016 49.224 31281 0.032 974 102.707 663 1.518 339732 0.147 360324 0.278 9052 5.540 10781 9.299 12.82 200 3.50 1.83 27.03 5.43 18.87 1.45 43.336 63.4140 31.619 83.66 105.711 112.51 322.05 148.56 359.85 461.57 18.2184 24.5054 5.86974 7.47658 271.240019 167.40638 162.035966 552.166 179.453 32.315 2.42 2.60 7.179 660.199 20547 5.850 2.746 23.531 21.542 177.64 200.65 196.19 75.96 27.09 7.29 7.052 25.75 7.63 554.44 195.92 590.44 110.68 38.02 19.77 4.14 2.70 0.33 36.124 4.377 0.120 82.53 24.71 53.60 21.54 3.560 1.607 1.202 0.407 69.231 42.020 4.702 4.509 7.160 18.832 7.752 1346 355 292 1379 730 182 751 24.732 119.204 18.824 80.670 42.39 1.402 2.198 6.831 15.539 32.843 55.422 222.076471 15.090 7.407 11.343 12.039 39.848 70.715 45.743 11.813 4.588 3.855 0.187 24.317 38.444 5.823 37.64 89.402 56.631 8.382 61.616 30.445 29.749 16.8105 15.3746 15.4994 16.5260 14.7346 14.8731 24.7319 4.24124 3.58178 1.92786 0.890048 2.02345 4220.58 3988.91 2383.87 2388.68 10.82 175.58 65542933.791506 1987918.4079916 15836286.787879 2.76 2174.40 2.76 2161.79 9079.79 0.65 9041.53 0.65 2.08 2844.73 2.05 2863.61 25.1 44.730 6.839 23.221 41.697 OpenBenchmarking.org
VKMark Resolution: 1280 x 1024 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1280 x 1024 Linux 5.10.4 Linux 5.9 Linux 5.11-rc1 RRR 1400 2800 4200 5600 7000 SE +/- 7.31, N = 3 SE +/- 11.46, N = 3 SE +/- 4.93, N = 3 SE +/- 1.67, N = 3 6664 6608 6576 6563 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
VKMark Resolution: 1920 x 1080 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1920 x 1080 Linux 5.10.4 Linux 5.9 Linux 5.11-rc1 RRR 1100 2200 3300 4400 5500 SE +/- 4.36, N = 3 SE +/- 2.33, N = 3 SE +/- 1.00, N = 3 SE +/- 4.70, N = 3 4975 4942 4928 4926 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 7 14 21 28 35 SE +/- 0.15, N = 3 SE +/- 0.28, N = 3 SE +/- 0.24, N = 3 SE +/- 0.39, N = 4 32.2 32.1 31.5 30.9 1. (CC) gcc options: -fopenmp -O3 -lm
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 RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 1.0765 2.153 3.2295 4.306 5.3825 SE +/- 0.03067, N = 3 SE +/- 0.03458, N = 3 SE +/- 0.00839, N = 3 SE +/- 0.00691, N = 3 4.19200 4.25293 4.30955 4.78459 MIN: 3.9 MIN: 3.98 MIN: 4.05 MIN: 4.54 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 Linux 5.10.4 Linux 5.11-rc1 RRR Linux 5.9 3 6 9 12 15 SE +/- 0.01168, N = 3 SE +/- 0.03417, N = 3 SE +/- 0.00701, N = 3 SE +/- 0.00977, N = 3 8.00465 8.00681 8.01007 10.31720 MIN: 7.84 MIN: 7.79 MIN: 7.83 MIN: 10.14 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 Linux 5.11-rc1 Linux 5.10.4 RRR Linux 5.9 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 21.65 21.70 21.74 22.33 MIN: 21.05 MIN: 21.1 MIN: 21.15 MIN: 21.78 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 Linux 5.10.4 RRR Linux 5.11-rc1 Linux 5.9 0.8045 1.609 2.4135 3.218 4.0225 SE +/- 0.00923, N = 3 SE +/- 0.01395, N = 3 SE +/- 0.00720, N = 3 SE +/- 0.01529, N = 3 3.54551 3.55338 3.55786 3.57564 MIN: 3.46 MIN: 3.47 MIN: 3.48 MIN: 3.49 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 Linux 5.9 Linux 5.11-rc1 Linux 5.10.4 RRR 1.1397 2.2794 3.4191 4.5588 5.6985 SE +/- 0.00318, N = 3 SE +/- 0.01033, N = 3 SE +/- 0.00045, N = 3 SE +/- 0.00652, N = 3 5.03296 5.04675 5.05202 5.06536 MIN: 4.97 MIN: 4.97 MIN: 4.95 MIN: 4.98 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 Linux 5.11-rc1 Linux 5.10.4 RRR Linux 5.9 800 1600 2400 3200 4000 SE +/- 7.70, N = 3 SE +/- 13.58, N = 3 SE +/- 2.61, N = 3 SE +/- 15.40, N = 3 3673.92 3677.65 3734.56 3904.27 MIN: 3655.31 MIN: 3650.2 MIN: 3718.9 MIN: 3855.3 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 Linux 5.10.4 Linux 5.11-rc1 RRR Linux 5.9 500 1000 1500 2000 2500 SE +/- 25.25, N = 3 SE +/- 25.62, N = 6 SE +/- 17.85, N = 3 SE +/- 7.67, N = 3 2097.96 2159.44 2219.39 2304.60 MIN: 2041.82 MIN: 2090.31 MIN: 2167.39 MIN: 2283.7 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.1954 0.3908 0.5862 0.7816 0.977 SE +/- 0.001376, N = 3 SE +/- 0.003522, N = 3 SE +/- 0.001024, N = 3 SE +/- 0.005917, N = 3 0.857362 0.865668 0.867501 0.868645 MIN: 0.83 MIN: 0.83 MIN: 0.84 MIN: 0.83 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Linux 5.9 Linux 5.11-rc1 Linux 5.10.4 RRR 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.38, N = 3 SE +/- 0.10, N = 3 88.09 88.92 89.06 89.08
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 16 32 48 64 80 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.49, N = 3 71.31 71.66 72.25 73.34
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 3 6 9 12 15 SE +/- 0.05, N = 5 SE +/- 0.10, N = 5 SE +/- 0.15, N = 5 SE +/- 0.08, N = 5 11.10 11.21 11.26 11.54 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 2 4 6 8 10 SE +/- 0.034, N = 5 SE +/- 0.047, N = 5 SE +/- 0.074, N = 5 SE +/- 0.074, N = 5 6.972 7.055 7.080 7.107 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
Cryptsetup PBKDF2-sha512 OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-sha512 Linux 5.10.4 Linux 5.11-rc1 RRR Linux 5.9 400K 800K 1200K 1600K 2000K SE +/- 8115.50, N = 3 SE +/- 5494.25, N = 3 SE +/- 19263.23, N = 3 SE +/- 26354.44, N = 3 1769325 1764323 1758791 1737821
Cryptsetup PBKDF2-whirlpool OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-whirlpool Linux 5.10.4 Linux 5.11-rc1 RRR Linux 5.9 160K 320K 480K 640K 800K SE +/- 4616.94, N = 3 SE +/- 4832.23, N = 3 SE +/- 6987.07, N = 3 SE +/- 4959.25, N = 3 763582 763217 758501 751194
Cryptsetup AES-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Encryption Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 500 1000 1500 2000 2500 SE +/- 0.92, N = 3 SE +/- 23.64, N = 3 SE +/- 28.55, N = 3 SE +/- 37.92, N = 3 2144.2 2112.1 2098.1 2081.4
Cryptsetup AES-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Decryption Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 500 1000 1500 2000 2500 SE +/- 4.89, N = 3 SE +/- 2.60, N = 2 SE +/- 36.87, N = 3 SE +/- 35.59, N = 3 2148.4 2135.1 2109.8 2085.1
Cryptsetup Serpent-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Encryption Linux 5.11-rc1 Linux 5.10.4 RRR Linux 5.9 160 320 480 640 800 SE +/- 0.37, N = 3 SE +/- 13.16, N = 3 SE +/- 10.29, N = 3 SE +/- 12.35, N = 3 757.5 748.2 745.1 736.8
Cryptsetup Serpent-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Decryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 160 320 480 640 800 SE +/- 1.36, N = 3 SE +/- 1.07, N = 3 SE +/- 13.99, N = 3 SE +/- 11.00, N = 3 742.8 742.3 735.1 723.7
Cryptsetup Twofish-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Encryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 100 200 300 400 500 SE +/- 1.74, N = 3 SE +/- 0.61, N = 3 SE +/- 7.70, N = 3 SE +/- 7.51, N = 3 442.4 441.3 435.4 428.8
Cryptsetup Twofish-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Decryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 100 200 300 400 500 SE +/- 1.60, N = 3 SE +/- 0.41, N = 3 SE +/- 8.09, N = 3 SE +/- 6.96, N = 3 441.1 440.6 434.7 427.9
Cryptsetup AES-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Encryption Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 400 800 1200 1600 2000 SE +/- 3.53, N = 3 SE +/- 7.52, N = 3 SE +/- 31.30, N = 3 SE +/- 29.59, N = 3 1899.1 1896.0 1865.0 1844.4
Cryptsetup AES-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Decryption Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 400 800 1200 1600 2000 SE +/- 3.96, N = 3 SE +/- 8.03, N = 3 SE +/- 32.26, N = 3 SE +/- 29.78, N = 3 1898.9 1896.9 1869.4 1844.4
Cryptsetup Serpent-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 512b Encryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 160 320 480 640 800 SE +/- 2.71, N = 3 SE +/- 0.55, N = 3 SE +/- 13.85, N = 3 SE +/- 19.10, N = 2 760.1 758.3 749.8 740.4
Cryptsetup Serpent-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 512b Decryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 160 320 480 640 800 SE +/- 2.79, N = 3 SE +/- 0.52, N = 3 SE +/- 13.67, N = 3 SE +/- 11.06, N = 3 744.4 743.2 735.1 723.7
Cryptsetup Twofish-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Encryption Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 100 200 300 400 500 SE +/- 0.42, N = 3 SE +/- 1.73, N = 3 SE +/- 8.06, N = 3 SE +/- 6.94, N = 3 442.0 441.9 435.9 429.4
Cryptsetup Twofish-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Decryption RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 100 200 300 400 500 SE +/- 1.61, N = 3 SE +/- 0.70, N = 2 SE +/- 7.96, N = 3 SE +/- 3.50, N = 2 440.6 440.4 434.7 420.7
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet Linux 5.9 Linux 5.11-rc1 RRR Linux 5.10.4 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 16.47 16.49 16.51 16.52 MIN: 16.18 / MAX: 18.49 MIN: 16.23 / MAX: 26.18 MIN: 16.25 / MAX: 20.14 MIN: 16.15 / MAX: 18.17 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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 1.2285 2.457 3.6855 4.914 6.1425 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 5.38 5.39 5.40 5.46 MIN: 5.21 / MAX: 15.03 MIN: 5.29 / MAX: 6.65 MIN: 5.28 / MAX: 7.47 MIN: 5.36 / MAX: 6.66 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 Linux 5.9 Linux 5.11-rc1 RRR Linux 5.10.4 1.053 2.106 3.159 4.212 5.265 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 4.65 4.67 4.67 4.68 MIN: 4.6 / MAX: 5.89 MIN: 4.57 / MAX: 5.3 MIN: 4.6 / MAX: 5.68 MIN: 4.6 / MAX: 5.83 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 RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 6.27 6.29 6.31 6.32 MIN: 6.18 / MAX: 7.86 MIN: 6.18 / MAX: 6.84 MIN: 6.22 / MAX: 7.07 MIN: 6.21 / MAX: 22.45 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 RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 1.0935 2.187 3.2805 4.374 5.4675 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 4.80 4.82 4.83 4.86 MIN: 4.74 / MAX: 5.95 MIN: 4.7 / MAX: 5.68 MIN: 4.75 / MAX: 5.75 MIN: 4.75 / MAX: 5.99 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 RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 7.04 7.07 7.08 7.12 MIN: 6.92 / MAX: 7.15 MIN: 6.93 / MAX: 16.48 MIN: 6.96 / MAX: 7.5 MIN: 7.06 / MAX: 8.35 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 RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 0.549 1.098 1.647 2.196 2.745 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 2.31 2.33 2.37 2.44 MIN: 2.27 / MAX: 2.41 MIN: 2.26 / MAX: 2.88 MIN: 2.27 / MAX: 2.51 MIN: 2.3 / MAX: 2.54 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 RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.14, N = 3 16.21 16.33 16.34 16.57 MIN: 15.75 / MAX: 16.91 MIN: 15.81 / MAX: 18.11 MIN: 15.95 / MAX: 20.77 MIN: 16 / MAX: 17.41 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 Linux 5.9 Linux 5.11-rc1 Linux 5.10.4 RRR 13 26 39 52 65 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 SE +/- 0.24, N = 3 SE +/- 0.10, N = 3 59.16 59.22 59.23 59.51 MIN: 58.33 / MAX: 92.19 MIN: 58.43 / MAX: 60.85 MIN: 57.92 / MAX: 86.76 MIN: 58.76 / MAX: 70.64 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 Linux 5.9 Linux 5.11-rc1 RRR Linux 5.10.4 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.15, N = 3 SE +/- 0.01, N = 3 SE +/- 0.14, N = 3 15.97 15.98 15.99 16.18 MIN: 15.79 / MAX: 19.67 MIN: 15.72 / MAX: 16.45 MIN: 15.84 / MAX: 20.18 MIN: 15.76 / MAX: 26.72 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 Linux 5.10.4 RRR Linux 5.9 Linux 5.11-rc1 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 12.23 12.24 12.28 12.30 MIN: 12.05 / MAX: 12.95 MIN: 12.07 / MAX: 14.71 MIN: 12.11 / MAX: 14.19 MIN: 12.1 / MAX: 12.66 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 Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 6 12 18 24 30 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 SE +/- 0.11, N = 3 27.33 27.34 27.53 27.54 MIN: 27.04 / MAX: 27.83 MIN: 27.14 / MAX: 30.97 MIN: 27.11 / MAX: 28.7 MIN: 27.19 / MAX: 39.33 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 Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 6 12 18 24 30 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.43, N = 3 SE +/- 0.47, N = 3 26.05 26.13 26.53 26.87 MIN: 25.68 / MAX: 28.05 MIN: 25.91 / MAX: 35.78 MIN: 25.91 / MAX: 32.22 MIN: 26.08 / MAX: 29.22 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 Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 5 10 15 20 25 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 18.57 18.61 18.76 18.83 MIN: 18.14 / MAX: 19.41 MIN: 18.15 / MAX: 19.06 MIN: 18.36 / MAX: 20.33 MIN: 18.46 / MAX: 32.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 21.34 21.45 21.49 21.54 MIN: 21.12 / MAX: 22 MIN: 21.15 / MAX: 22.65 MIN: 21.17 / MAX: 89.86 MIN: 21.23 / MAX: 22.28 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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.08, N = 3 SE +/- 0.16, N = 3 SE +/- 0.03, N = 3 16.37 16.43 16.57 16.65 MIN: 16.11 / MAX: 19.85 MIN: 16.02 / MAX: 17.58 MIN: 16.09 / MAX: 27.26 MIN: 16.33 / MAX: 17.36 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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 1.233 2.466 3.699 4.932 6.165 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 5.37 5.39 5.40 5.48 MIN: 5.26 / MAX: 6.45 MIN: 5.25 / MAX: 6.72 MIN: 5.28 / MAX: 6.5 MIN: 5.37 / MAX: 6.6 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 Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 1.0598 2.1196 3.1794 4.2392 5.299 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.65 4.66 4.66 4.71 MIN: 4.6 / MAX: 5.85 MIN: 4.61 / MAX: 5.8 MIN: 4.59 / MAX: 5.72 MIN: 4.64 / MAX: 5.45 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 Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 6.30 6.31 6.31 6.36 MIN: 6.24 / MAX: 7.4 MIN: 6.22 / MAX: 7.38 MIN: 6.18 / MAX: 7.34 MIN: 6.28 / MAX: 6.99 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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 1.089 2.178 3.267 4.356 5.445 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 4.79 4.82 4.82 4.84 MIN: 4.73 / MAX: 5.93 MIN: 4.74 / MAX: 5.95 MIN: 4.74 / MAX: 5.92 MIN: 4.76 / MAX: 5.77 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 Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 RRR 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 7.01 7.05 7.07 7.14 MIN: 6.94 / MAX: 7.09 MIN: 6.97 / MAX: 7.7 MIN: 6.96 / MAX: 7.6 MIN: 7.06 / MAX: 7.63 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 Linux 5.9 Linux 5.11-rc1 Linux 5.10.4 RRR 0.5243 1.0486 1.5729 2.0972 2.6215 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.32 2.32 2.33 2.33 MIN: 2.29 / MAX: 2.43 MIN: 2.29 / MAX: 2.41 MIN: 2.29 / MAX: 3.41 MIN: 2.29 / MAX: 2.42 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 Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 RRR 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 16.13 16.18 16.22 16.29 MIN: 15.76 / MAX: 17.05 MIN: 15.72 / MAX: 19.8 MIN: 15.77 / MAX: 17.11 MIN: 15.9 / MAX: 16.86 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 Linux 5.11-rc1 Linux 5.10.4 RRR Linux 5.9 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 SE +/- 0.13, N = 3 59.30 59.40 59.52 59.56 MIN: 58.5 / MAX: 63.18 MIN: 58.53 / MAX: 96.54 MIN: 58.66 / MAX: 68.88 MIN: 58.63 / MAX: 83.96 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 Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 15.87 15.87 15.92 16.00 MIN: 15.74 / MAX: 16.44 MIN: 15.7 / MAX: 19.75 MIN: 15.76 / MAX: 17.57 MIN: 15.86 / MAX: 19.4 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 Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 RRR 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 12.19 12.21 12.28 12.32 MIN: 12.03 / MAX: 14.9 MIN: 12.03 / MAX: 13.46 MIN: 12.06 / MAX: 12.64 MIN: 12.12 / MAX: 12.74 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 Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.22, N = 3 SE +/- 0.20, N = 3 SE +/- 0.16, N = 3 27.38 27.67 27.75 27.81 MIN: 27.15 / MAX: 28.04 MIN: 27.24 / MAX: 31.97 MIN: 27.17 / MAX: 117.41 MIN: 27.2 / MAX: 55 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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 6 12 18 24 30 SE +/- 0.07, N = 3 SE +/- 0.42, N = 3 SE +/- 0.40, N = 3 SE +/- 0.45, N = 3 26.21 27.08 27.12 27.38 MIN: 25.86 / MAX: 34.86 MIN: 26.06 / MAX: 36.14 MIN: 25.92 / MAX: 75.32 MIN: 26.28 / MAX: 31.39 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 Linux 5.9 Linux 5.11-rc1 Linux 5.10.4 RRR 5 10 15 20 25 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 18.66 18.69 18.76 18.98 MIN: 18.29 / MAX: 30.89 MIN: 18.25 / MAX: 19.2 MIN: 18.46 / MAX: 19.32 MIN: 18.6 / MAX: 34.39 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 21.49 21.49 21.50 21.68 MIN: 21.32 / MAX: 22.08 MIN: 21.25 / MAX: 24.16 MIN: 21.29 / MAX: 22.87 MIN: 21.45 / MAX: 33.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 3 6 9 12 15 SE +/- 0.04, N = 5 SE +/- 0.08, N = 5 SE +/- 0.14, N = 5 SE +/- 0.09, N = 5 11.95 12.13 12.14 12.46 1. (CXX) g++ options: -rdynamic
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 Linux 5.9 RRR Linux 5.10.4 Linux 5.11-rc1 4 8 12 16 20 SE +/- 0.10, N = 4 SE +/- 0.11, N = 4 SE +/- 0.06, N = 4 SE +/- 0.02, N = 4 17.55 17.56 17.59 17.61
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 Linux 5.9 Linux 5.10.4 Linux 5.11-rc1 RRR 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 7.48 7.46 7.45 7.39 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 27.89 27.89 27.82 27.68 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -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 Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 20.54 20.51 20.47 20.39 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 5.10.4 RRR Linux 5.11-rc1 Linux 5.9 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 36.12 36.07 36.06 35.84 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -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 Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 14 28 42 56 70 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 62.71 62.45 62.24 62.03 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 Linux 5.11-rc1 Linux 5.10.4 RRR Linux 5.9 30 60 90 120 150 SE +/- 0.11, N = 3 SE +/- 0.33, N = 3 SE +/- 0.23, N = 3 SE +/- 0.21, N = 3 118.17 117.47 117.25 116.93 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
x264 H.264 Video Encoding OpenBenchmarking.org Frames Per Second, More Is Better x264 2019-12-17 H.264 Video Encoding Linux 5.9 Linux 5.11-rc1 RRR Linux 5.10.4 30 60 90 120 150 SE +/- 1.50, N = 7 SE +/- 1.94, N = 3 SE +/- 1.75, N = 4 SE +/- 1.54, N = 3 135.58 135.43 135.40 131.47 1. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 RRR 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 19.40 19.18 19.08 19.03 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Linux 5.10.4 Linux 5.11-rc1 Linux 5.9 RRR 14 28 42 56 70 SE +/- 0.16, N = 3 SE +/- 0.23, N = 3 SE +/- 0.16, N = 3 SE +/- 0.03, N = 3 60.44 60.40 60.27 60.06 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 8K 16K 24K 32K 40K SE +/- 281.42, N = 3 SE +/- 310.12, N = 3 SE +/- 225.36, N = 3 SE +/- 294.74, N = 3 36302 36144 34776 33818 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.0068 0.0136 0.0204 0.0272 0.034 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.027 0.027 0.029 0.030 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 200 400 600 800 1000 SE +/- 1.38, N = 3 SE +/- 0.37, N = 3 SE +/- 0.98, N = 3 SE +/- 8.79, N = 3 915 911 910 908 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 RRR 0.248 0.496 0.744 0.992 1.24 SE +/- 0.002, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.011, N = 3 1.093 1.098 1.099 1.102 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 90K 180K 270K 360K 450K SE +/- 1552.64, N = 3 SE +/- 3021.99, N = 3 SE +/- 833.77, N = 3 SE +/- 1677.28, N = 3 428685 425848 421604 420576 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.0268 0.0536 0.0804 0.1072 0.134 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.117 0.117 0.119 0.119 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 100K 200K 300K 400K 500K SE +/- 574.62, N = 3 SE +/- 1385.84, N = 3 SE +/- 149.78, N = 3 SE +/- 761.26, N = 3 455761 454815 453503 452199 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.0497 0.0994 0.1491 0.1988 0.2485 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.219 0.220 0.221 0.221 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 200 400 600 800 1000 SE +/- 1.46, N = 3 SE +/- 0.27, N = 3 SE +/- 1.26, N = 3 SE +/- 15.84, N = 3 1016 1015 1002 986 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 11 22 33 44 55 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.83, N = 3 49.22 49.26 49.92 50.73 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only RRR Linux 5.11-rc1 Linux 5.10.4 Linux 5.9 7K 14K 21K 28K 35K SE +/- 208.68, N = 3 SE +/- 148.88, N = 3 SE +/- 301.46, N = 3 SE +/- 159.76, N = 3 31281 31121 30241 29761 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.0074 0.0148 0.0222 0.0296 0.037 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.032 0.032 0.033 0.033 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 200 400 600 800 1000 SE +/- 1.65, N = 3 SE +/- 3.74, N = 3 SE +/- 0.97, N = 3 SE +/- 2.09, N = 3 985 974 959 957 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency Linux 5.11-rc1 RRR Linux 5.10.4 Linux 5.9 20 40 60 80 100 SE +/- 0.18, N = 3 SE +/- 0.39, N = 3 SE +/- 0.11, N = 3 SE +/- 0.23, N = 3 101.60 102.71 104.31 104.55 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write Linux 5.9 Linux 5.10.4 RRR Linux 5.11-rc1 200 400 600 800 1000 SE +/- 1.05, N = 3 SE +/- 18.86, N = 15 SE +/- 14.17, N = 15 SE +/- 14.85, N = 12 791 669 663 644 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency Linux 5.9 Linux 5.10.4 RRR Linux 5.11-rc1 0.3515 0.703 1.0545 1.406 1.7575 SE +/- 0.002, N = 3 SE +/- 0.045, N = 15 SE +/- 0.034, N = 15 SE +/- 0.034, N = 12 1.264 1.513 1.518 1.562 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only RRR Linux 5.11-rc1 Linux 5.9 Linux 5.10.4 70K 140K 210K 280K 350K SE +/- 1369.50, N = 3 SE +/- 1501.79, N = 3 SE +/- 894.55, N = 3 SE +/- 660.15, N = 3 339732 339648 337295 336573 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 0.0335 0.067 0.1005 0.134 0.1675 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.147 0.147 0.148 0.149 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only Linux 5.11-rc1 RRR Linux 5.9 Linux 5.10.4 80K 160K 240K 320K 400K SE +/- 797.43, N = 3 SE +/- 497.89, N = 3 SE +/- 341.85, N = 3 SE +/- 1059.83, N = 3 361619 360324 359412 356863 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency Linux 5.11-rc1 Linux 5.9 RRR Linux 5.10.4 0.063 0.126 0.189 0.252 0.315 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.276 0.278 0.278 0.280 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write Linux 5.9 RRR Linux 5.10.4 Linux 5.11-rc1 2K 4K 6K 8K 10K SE +/- 127.86, N = 15 SE +/- 128.07, N = 15 SE +/- 40.78, N = 3 SE +/- 137.31, N = 3 9138 9052 8657 8422 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency Linux 5.9 RRR Linux 5.10.4 Linux 5.11-rc1 1.3367 2.6734 4.0101 5.3468 6.6835 SE +/- 0.075, N = 15 SE +/- 0.078, N = 15 SE +/- 0.027, N = 3 SE +/- 0.098, N = 3 5.488 5.540 5.777 5.941 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write Linux 5.9 RRR Linux 5.10.4 Linux 5.11-rc1 2K 4K 6K 8K 10K SE +/- 182.18, N = 15 SE +/- 122.81, N = 15 SE +/- 112.91, N = 15 SE +/- 126.98, N = 15 10881 10781 10657 10373 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency Linux 5.9 RRR Linux 5.10.4 Linux 5.11-rc1 3 6 9 12 15 SE +/- 0.165, N = 15 SE +/- 0.105, N = 15 SE +/- 0.103, N = 15 SE +/- 0.121, N = 15 9.235 9.299 9.405 9.668 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis RRR 3 6 9 12 15 SE +/- 0.00, N = 15 12.82 MIN: 12.5 / MAX: 12.99
OSPray Demo: Magnetic Reconnection - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer RRR 40 80 120 160 200 200 MIN: 166.67 / MAX: 250
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis RRR 0.7875 1.575 2.3625 3.15 3.9375 SE +/- 0.00, N = 9 3.50 MIN: 3.46 / MAX: 3.55
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer RRR 0.4118 0.8236 1.2354 1.6472 2.059 SE +/- 0.00, N = 6 1.83 MIN: 1.81 / MAX: 1.85
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis RRR 6 12 18 24 30 SE +/- 0.00, N = 12 27.03 MIN: 25.64 / MAX: 27.78
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer RRR 1.2218 2.4436 3.6654 4.8872 6.109 SE +/- 0.00, N = 12 5.43 MIN: 5.21 / MAX: 5.52
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis RRR 5 10 15 20 25 SE +/- 0.00, N = 12 18.87 MIN: 18.18 / MAX: 20
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer RRR 0.3263 0.6526 0.9789 1.3052 1.6315 SE +/- 0.00, N = 3 1.45 MIN: 1.44 / MAX: 1.46
C-Ray Total Time - 4K, 16 Rays Per Pixel OpenBenchmarking.org Seconds, Fewer Is Better C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel RRR 10 20 30 40 50 SE +/- 0.00, N = 3 43.34 1. (CC) gcc options: -lm -lpthread -O3
Tachyon Total Time OpenBenchmarking.org Seconds, Fewer Is Better Tachyon 0.99b6 Total Time RRR 14 28 42 56 70 SE +/- 0.04, N = 3 63.41 1. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
POV-Ray Trace Time OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time RRR 7 14 21 28 35 SE +/- 0.03, N = 3 31.62 1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
rays1bench Large Scene OpenBenchmarking.org mrays/s, More Is Better rays1bench 2020-01-09 Large Scene RRR 20 40 60 80 100 SE +/- 0.03, N = 3 83.66
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.4.1 Total Time For Sample Scene RRR 20 40 60 80 100 SE +/- 0.36, N = 3 105.71 1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: BMW27 - Compute: CPU-Only RRR 30 60 90 120 150 SE +/- 0.23, N = 3 112.51
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Classroom - Compute: CPU-Only RRR 70 140 210 280 350 SE +/- 0.22, N = 3 322.05
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Fishy Cat - Compute: CPU-Only RRR 30 60 90 120 150 SE +/- 0.19, N = 3 148.56
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Pabellon Barcelona - Compute: CPU-Only RRR 80 160 240 320 400 SE +/- 1.16, N = 3 359.85
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Barbershop - Compute: CPU-Only RRR 100 200 300 400 500 SE +/- 0.72, N = 3 461.57
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair RRR 4 8 12 16 20 SE +/- 0.01, N = 3 18.22 1. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lGL -lGLU -lpthread -ldl
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic RRR 6 12 18 24 30 SE +/- 0.05, N = 3 24.51 1. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lGL -lGLU -lpthread -ldl
Tungsten Renderer Scene: Non-Exponential OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Non-Exponential RRR 1.3207 2.6414 3.9621 5.2828 6.6035 SE +/- 0.00877, N = 3 5.86974 1. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lGL -lGLU -lpthread -ldl
Tungsten Renderer Scene: Volumetric Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Volumetric Caustic RRR 2 4 6 8 10 SE +/- 0.01802, N = 3 7.47658 1. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lGL -lGLU -lpthread -ldl
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily RRR 60 120 180 240 300 271.24
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material RRR 40 80 120 160 200 167.41
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester RRR 40 80 120 160 200 162.04
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial RRR 120 240 360 480 600 552.17
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel RRR 40 80 120 160 200 179.45
AOBench Size: 2048 x 2048 - Total Time OpenBenchmarking.org Seconds, Fewer Is Better AOBench Size: 2048 x 2048 - Total Time RRR 8 16 24 32 40 SE +/- 0.10, N = 3 32.32 1. (CC) gcc options: -lm -O3
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC RRR 0.5445 1.089 1.6335 2.178 2.7225 SE +/- 0.01, N = 3 2.42 MIN: 2.36 / MAX: 2.52
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism RRR 0.585 1.17 1.755 2.34 2.925 SE +/- 0.01, N = 3 2.60 MIN: 2.58 / MAX: 2.64
Smallpt Global Illumination Renderer; 128 Samples OpenBenchmarking.org Seconds, Fewer Is Better Smallpt 1.0 Global Illumination Renderer; 128 Samples RRR 2 4 6 8 10 SE +/- 0.006, N = 3 7.179 1. (CXX) g++ options: -fopenmp -O3
TTSIOD 3D Renderer Phong Rendering With Soft-Shadow Mapping OpenBenchmarking.org FPS, More Is Better TTSIOD 3D Renderer 2.3b Phong Rendering With Soft-Shadow Mapping RRR 140 280 420 560 700 SE +/- 0.82, N = 3 660.20 1. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.07 Mode: CPU RRR 4K 8K 12K 16K 20K SE +/- 38.94, N = 3 20547
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar RRR 1.3163 2.6326 3.9489 5.2652 6.5815 SE +/- 0.004, N = 3 5.850
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom RRR 0.6179 1.2358 1.8537 2.4716 3.0895 SE +/- 0.002, N = 3 2.746
Tesseract OCR Time To OCR 7 Images OpenBenchmarking.org Seconds, Fewer Is Better Tesseract OCR 4.1.1 Time To OCR 7 Images RRR 6 12 18 24 30 SE +/- 0.18, N = 3 23.53
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document RRR 5 10 15 20 25 SE +/- 0.14, N = 3 21.54
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p RRR 40 80 120 160 200 SE +/- 1.30, N = 3 177.64 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p RRR 40 80 120 160 200 SE +/- 0.44, N = 3 200.65 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.1 Tuning: VMAF Optimized - Input: Bosphorus 1080p RRR 40 80 120 160 200 SE +/- 0.48, N = 3 196.19 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-HEVC 1080p 8-bit YUV To HEVC Video Encode OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.4.1 1080p 8-bit YUV To HEVC Video Encode RRR 20 40 60 80 100 SE +/- 0.10, N = 3 75.96 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
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 RRR 6 12 18 24 30 SE +/- 0.02, N = 3 27.09 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
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 RRR 2 4 6 8 10 SE +/- 0.01, N = 3 7.29 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
FFmpeg H.264 HD To NTSC DV OpenBenchmarking.org Seconds, Fewer Is Better FFmpeg 4.0.2 H.264 HD To NTSC DV RRR 2 4 6 8 10 SE +/- 0.034, N = 3 7.052 1. (CC) gcc options: -lavdevice -lavfilter -lavformat -lavcodec -lswresample -lswscale -lavutil -lXv -lX11 -lXext -lm -lxcb -lasound -lSDL2 -lsndio -pthread -lva -lbz2 -llzma -lva-drm -lva-x11 -std=c11 -fomit-frame-pointer -fPIC -O3 -fno-math-errno -fno-signed-zeros -fno-tree-vectorize -MMD -MF -MT
VP9 libvpx Encoding Speed: Speed 5 OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.8.2 Speed: Speed 5 RRR 6 12 18 24 30 SE +/- 0.25, N = 3 25.75 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
VP9 libvpx Encoding Speed: Speed 0 OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.8.2 Speed: Speed 0 RRR 2 4 6 8 10 SE +/- 0.01, N = 3 7.63 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Summer Nature 1080p RRR 120 240 360 480 600 SE +/- 0.59, N = 3 554.44 MIN: 432.24 / MAX: 598.74 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Summer Nature 4K RRR 40 80 120 160 200 SE +/- 0.28, N = 3 195.92 MIN: 158.27 / MAX: 206.94 1. (CC) gcc options: -pthread
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Chimera 1080p RRR 130 260 390 520 650 SE +/- 0.62, N = 3 590.44 MIN: 462.39 / MAX: 722.19 1. (CC) gcc options: -pthread
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.7.0 Video Input: Chimera 1080p 10-bit RRR 20 40 60 80 100 SE +/- 0.05, N = 3 110.68 MIN: 74.02 / MAX: 234.47 1. (CC) gcc options: -pthread
AOM AV1 Encoder Mode: Speed 8 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 8 Realtime RRR 9 18 27 36 45 SE +/- 0.07, N = 3 38.02 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 6 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Realtime RRR 5 10 15 20 25 SE +/- 0.11, N = 3 19.77 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 6 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Two-Pass RRR 0.9315 1.863 2.7945 3.726 4.6575 SE +/- 0.02, N = 3 4.14 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 4 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 4 Two-Pass RRR 0.6075 1.215 1.8225 2.43 3.0375 SE +/- 0.00, N = 3 2.70 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 0 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 0 Two-Pass RRR 0.0743 0.1486 0.2229 0.2972 0.3715 SE +/- 0.00, N = 3 0.33 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p RRR 8 16 24 32 40 SE +/- 0.21, N = 3 36.12 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
SVT-AV1 Encoder Mode: Enc Mode 4 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 4 - Input: 1080p RRR 0.9848 1.9696 2.9544 3.9392 4.924 SE +/- 0.007, N = 3 4.377 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
SVT-AV1 Encoder Mode: Enc Mode 0 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 0 - Input: 1080p RRR 0.027 0.054 0.081 0.108 0.135 SE +/- 0.000, N = 3 0.120 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
libgav1 Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better libgav1 2019-10-05 Video Input: Summer Nature 1080p RRR 20 40 60 80 100 SE +/- 0.06, N = 3 82.53 1. (CXX) g++ options: -O3 -lpthread
libgav1 Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better libgav1 2019-10-05 Video Input: Summer Nature 4K RRR 6 12 18 24 30 SE +/- 0.02, N = 3 24.71 1. (CXX) g++ options: -O3 -lpthread
libgav1 Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better libgav1 2019-10-05 Video Input: Chimera 1080p RRR 12 24 36 48 60 SE +/- 0.09, N = 3 53.60 1. (CXX) g++ options: -O3 -lpthread
libgav1 Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better libgav1 2019-10-05 Video Input: Chimera 1080p 10-bit RRR 5 10 15 20 25 SE +/- 0.04, N = 3 21.54 1. (CXX) g++ options: -O3 -lpthread
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 10 RRR 0.801 1.602 2.403 3.204 4.005 SE +/- 0.004, N = 3 3.560
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 6 RRR 0.3616 0.7232 1.0848 1.4464 1.808 SE +/- 0.001, N = 3 1.607
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 5 RRR 0.2705 0.541 0.8115 1.082 1.3525 SE +/- 0.003, N = 3 1.202
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 1 RRR 0.0916 0.1832 0.2748 0.3664 0.458 SE +/- 0.001, N = 3 0.407
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 0 RRR 15 30 45 60 75 SE +/- 0.14, N = 3 69.23 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 2 RRR 10 20 30 40 50 SE +/- 0.11, N = 3 42.02 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 8 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 8 RRR 1.058 2.116 3.174 4.232 5.29 SE +/- 0.016, N = 3 4.702 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 10 RRR 1.0145 2.029 3.0435 4.058 5.0725 SE +/- 0.017, N = 3 4.509 1. (CXX) g++ options: -O3 -fPIC
LAME MP3 Encoding WAV To MP3 OpenBenchmarking.org Seconds, Fewer Is Better LAME MP3 Encoding 3.100 WAV To MP3 RRR 2 4 6 8 10 SE +/- 0.114, N = 3 7.160 1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm
Ogg Audio Encoding WAV To Ogg OpenBenchmarking.org Seconds, Fewer Is Better Ogg Audio Encoding 1.3.4 WAV To Ogg RRR 5 10 15 20 25 SE +/- 0.13, N = 3 18.83 1. (CC) gcc options: -O2 -ffast-math -fsigned-char
FLAC Audio Encoding WAV To FLAC OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.3.2 WAV To FLAC RRR 2 4 6 8 10 SE +/- 0.032, N = 5 7.752 1. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
GraphicsMagick Operation: HWB Color Space OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: HWB Color Space RRR 300 600 900 1200 1500 SE +/- 4.37, N = 3 1346 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Noise-Gaussian OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Noise-Gaussian RRR 80 160 240 320 400 SE +/- 0.88, N = 3 355 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Enhanced OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Enhanced RRR 60 120 180 240 300 SE +/- 0.33, N = 3 292 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Resizing OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Resizing RRR 300 600 900 1200 1500 SE +/- 1.73, N = 3 1379 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Rotate OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Rotate RRR 160 320 480 640 800 SE +/- 10.35, N = 3 730 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Sharpen OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Sharpen RRR 40 80 120 160 200 SE +/- 0.67, N = 3 182 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
GraphicsMagick Operation: Swirl OpenBenchmarking.org Iterations Per Minute, More Is Better GraphicsMagick 1.3.33 Operation: Swirl RRR 160 320 480 640 800 751 1. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
Inkscape Operation: SVG Files To PNG OpenBenchmarking.org Seconds, Fewer Is Better Inkscape Operation: SVG Files To PNG RRR 6 12 18 24 30 SE +/- 0.21, N = 3 24.73 1. Inkscape 0.92.5 (2060ec1f9f, 2020-04-08)
G'MIC Test: 2D Function Plotting, 1000 Times OpenBenchmarking.org Seconds, Fewer Is Better G'MIC Test: 2D Function Plotting, 1000 Times RRR 30 60 90 120 150 SE +/- 0.43, N = 3 119.20 1. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
G'MIC Test: Plotting Isosurface Of A 3D Volume, 1000 Times OpenBenchmarking.org Seconds, Fewer Is Better G'MIC Test: Plotting Isosurface Of A 3D Volume, 1000 Times RRR 5 10 15 20 25 SE +/- 0.29, N = 3 18.82 1. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
G'MIC Test: 3D Elevated Function In Random Colors, 100 Times OpenBenchmarking.org Seconds, Fewer Is Better G'MIC Test: 3D Elevated Function In Random Colors, 100 Times RRR 20 40 60 80 100 SE +/- 1.18, N = 3 80.67 1. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark RRR 10 20 30 40 50 SE +/- 0.10, N = 3 42.39 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default RRR 0.3155 0.631 0.9465 1.262 1.5775 SE +/- 0.001, N = 3 1.402 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 RRR 0.4946 0.9892 1.4838 1.9784 2.473 SE +/- 0.026, N = 3 2.198 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression RRR 2 4 6 8 10 SE +/- 0.033, N = 3 6.831 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless RRR 4 8 12 16 20 SE +/- 0.19, N = 3 15.54 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression RRR 8 16 24 32 40 SE +/- 0.31, N = 3 32.84 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time RRR 12 24 36 48 60 SE +/- 0.07, N = 3 55.42 1. RawTherapee, version 5.8, command line.
libjpeg-turbo tjbench OpenBenchmarking.org Megapixels/sec, More Is Better libjpeg-turbo tjbench 2.0.2 RRR 50 100 150 200 250 SE +/- 2.99, N = 4 222.08 1. (CC) gcc options: -O3 -rdynamic
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: unsharp-mask RRR 4 8 12 16 20 SE +/- 0.10, N = 3 15.09
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: resize RRR 2 4 6 8 10 SE +/- 0.010, N = 3 7.407
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: rotate RRR 3 6 9 12 15 SE +/- 0.02, N = 3 11.34
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: auto-levels RRR 3 6 9 12 15 SE +/- 0.05, N = 3 12.04
dcraw RAW To PPM Image Conversion OpenBenchmarking.org Seconds, Fewer Is Better dcraw RAW To PPM Image Conversion RRR 9 18 27 36 45 SE +/- 0.01, N = 3 39.85 1. (CC) gcc options: -lm
Montage Astronomical Image Mosaic Engine Mosaic of M17, K band, 1.5 deg x 1.5 deg OpenBenchmarking.org Seconds, Fewer Is Better Montage Astronomical Image Mosaic Engine 6.0 Mosaic of M17, K band, 1.5 deg x 1.5 deg RRR 16 32 48 64 80 SE +/- 0.29, N = 3 70.72 1. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2
Hugin Panorama Photo Assistant + Stitching Time OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time RRR 10 20 30 40 50 SE +/- 0.38, N = 3 45.74
Darktable Test: Boat - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Boat - Acceleration: CPU-only RRR 3 6 9 12 15 SE +/- 0.00, N = 3 11.81
Darktable Test: Masskrug - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Masskrug - Acceleration: CPU-only RRR 1.0323 2.0646 3.0969 4.1292 5.1615 SE +/- 0.013, N = 3 4.588
Darktable Test: Server Room - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Room - Acceleration: CPU-only RRR 0.8674 1.7348 2.6022 3.4696 4.337 SE +/- 0.006, N = 3 3.855
Darktable Test: Server Rack - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.0.1 Test: Server Rack - Acceleration: CPU-only RRR 0.0421 0.0842 0.1263 0.1684 0.2105 SE +/- 0.000, N = 3 0.187
librsvg Operation: SVG Files To PNG OpenBenchmarking.org Seconds, Fewer Is Better librsvg Operation: SVG Files To PNG RRR 6 12 18 24 30 SE +/- 0.11, N = 3 24.32 1. rsvg-convert version 2.48.9
GEGL Operation: Rotate 90 Degrees OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Rotate 90 Degrees RRR 9 18 27 36 45 SE +/- 0.17, N = 3 38.44
GEGL Operation: Scale OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Scale RRR 1.3102 2.6204 3.9306 5.2408 6.551 SE +/- 0.022, N = 3 5.823
GEGL Operation: Antialias OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Antialias RRR 9 18 27 36 45 SE +/- 0.17, N = 3 37.64
GEGL Operation: Cartoon OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Cartoon RRR 20 40 60 80 100 SE +/- 0.35, N = 3 89.40
GEGL Operation: Color Enhance OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Color Enhance RRR 13 26 39 52 65 SE +/- 0.02, N = 3 56.63
GEGL Operation: Crop OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Crop RRR 2 4 6 8 10 SE +/- 0.018, N = 3 8.382
GEGL Operation: Wavelet Blur OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Wavelet Blur RRR 14 28 42 56 70 SE +/- 0.11, N = 3 61.62
GEGL Operation: Reflect OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Reflect RRR 7 14 21 28 35 SE +/- 0.04, N = 3 30.45
GEGL Operation: Tile Glass OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Tile Glass RRR 7 14 21 28 35 SE +/- 0.06, N = 3 29.75
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon RRR 4 8 12 16 20 SE +/- 0.06, N = 3 16.81 MIN: 16.62 / MAX: 17.18
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 RRR 4 8 12 16 20 SE +/- 0.02, N = 3 15.37 MIN: 15.25 / MAX: 15.62
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown RRR 4 8 12 16 20 SE +/- 0.03, N = 3 15.50 MIN: 15.34 / MAX: 15.78
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 RRR 4 8 12 16 20 SE +/- 0.06, N = 3 16.53 MIN: 16.38 / MAX: 16.92
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 RRR 4 8 12 16 20 SE +/- 0.05, N = 3 14.73 MIN: 14.21 / MAX: 15.01
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown RRR 4 8 12 16 20 SE +/- 0.03, N = 3 14.87 MIN: 14.7 / MAX: 15.17
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 RRR 6 12 18 24 30 SE +/- 0.01, N = 3 24.73 MIN: 24.37 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 RRR 0.9543 1.9086 2.8629 3.8172 4.7715 SE +/- 0.00633, N = 3 4.24124 MIN: 4.07 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
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 RRR 0.8059 1.6118 2.4177 3.2236 4.0295 SE +/- 0.00094, N = 3 3.58178 MIN: 3.48 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 RRR 0.4338 0.8676 1.3014 1.7352 2.169 SE +/- 0.00409, N = 3 1.92786 MIN: 1.89 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
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 RRR 0.2003 0.4006 0.6009 0.8012 1.0015 SE +/- 0.007086, N = 3 0.890048 MIN: 0.82 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 RRR 0.4553 0.9106 1.3659 1.8212 2.2765 SE +/- 0.00938, N = 3 2.02345 MIN: 1.95 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 RRR 900 1800 2700 3600 4500 SE +/- 240.52, N = 15 4220.58 MIN: 3937.12 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
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 RRR 900 1800 2700 3600 4500 SE +/- 7.25, N = 3 3988.91 MIN: 3969.05 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 RRR 500 1000 1500 2000 2500 SE +/- 5.68, N = 3 2383.87 MIN: 2364.7 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 RRR 500 1000 1500 2000 2500 SE +/- 11.23, N = 3 2388.68 MIN: 2362.7 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.2.0 Scene: Memorial RRR 3 6 9 12 15 SE +/- 0.01, N = 3 10.82
OpenVKL Benchmark: vklBenchmark OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmark RRR 40 80 120 160 200 SE +/- 0.05, N = 3 175.58 MIN: 1 / MAX: 628
OpenVKL Benchmark: vklBenchmarkStructuredVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkStructuredVolume RRR 14M 28M 42M 56M 70M SE +/- 736858.97, N = 7 65542933.79 MIN: 958636 / MAX: 594957960
OpenVKL Benchmark: vklBenchmarkUnstructuredVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkUnstructuredVolume RRR 400K 800K 1200K 1600K 2000K SE +/- 10860.54, N = 3 1987918.41 MIN: 28787 / MAX: 6602247
OpenVKL Benchmark: vklBenchmarkVdbVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkVdbVolume RRR 3M 6M 9M 12M 15M SE +/- 112679.77, N = 3 15836286.79 MIN: 935966 / MAX: 67276224
OpenVINO Model: Face Detection 0106 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU RRR 0.621 1.242 1.863 2.484 3.105 SE +/- 0.01, N = 3 2.76
OpenVINO Model: Face Detection 0106 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU RRR 500 1000 1500 2000 2500 SE +/- 3.74, N = 3 2174.40
OpenVINO Model: Face Detection 0106 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU RRR 0.621 1.242 1.863 2.484 3.105 SE +/- 0.00, N = 3 2.76
OpenVINO Model: Face Detection 0106 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU RRR 500 1000 1500 2000 2500 SE +/- 2.70, N = 3 2161.79
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU RRR 2K 4K 6K 8K 10K SE +/- 28.29, N = 3 9079.79
OpenVINO Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU RRR 0.1463 0.2926 0.4389 0.5852 0.7315 SE +/- 0.00, N = 3 0.65
OpenVINO Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU RRR 2K 4K 6K 8K 10K SE +/- 20.22, N = 3 9041.53
OpenVINO Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU RRR 0.1463 0.2926 0.4389 0.5852 0.7315 SE +/- 0.00, N = 3 0.65
OpenVINO Model: Person Detection 0106 FP16 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU RRR 0.468 0.936 1.404 1.872 2.34 SE +/- 0.01, N = 3 2.08
OpenVINO Model: Person Detection 0106 FP16 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU RRR 600 1200 1800 2400 3000 SE +/- 7.71, N = 3 2844.73
OpenVINO Model: Person Detection 0106 FP32 - Device: CPU OpenBenchmarking.org FPS, More Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU RRR 0.4613 0.9226 1.3839 1.8452 2.3065 SE +/- 0.01, N = 3 2.05
OpenVINO Model: Person Detection 0106 FP32 - Device: CPU OpenBenchmarking.org ms, Fewer Is Better OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU RRR 600 1200 1800 2400 3000 SE +/- 18.15, N = 3 2863.61
NeatBench OpenBenchmarking.org FPS, More Is Better NeatBench 5 RRR 6 12 18 24 30 SE +/- 0.03, N = 3 25.1
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S RRR 10 20 30 40 50 SE +/- 0.20, N = 3 44.73 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 0 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 0 RRR 2 4 6 8 10 SE +/- 0.062, N = 3 6.839 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 2 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 RRR 6 12 18 24 30 SE +/- 0.04, N = 3 23.22 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 RRR 10 20 30 40 50 SE +/- 0.05, N = 3 41.70 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Phoronix Test Suite v10.8.4