Ryzen 7 1700 + RX 480 Extra AMD Ryzen 7 1700 Eight-Core testing with a MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.H0 BIOS) and AMD Radeon RX 470/480/570/570X/580/580X/590 8GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2101018-HA-RYZEN717058&rdt&grs .
Ryzen 7 1700 + RX 480 Extra Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run AMD Ryzen 7 1700 Eight-Core @ 3.00GHz (8 Cores / 16 Threads) MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.H0 BIOS) AMD 17h 16GB 120GB Samsung SSD 840 AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1266/2000MHz) AMD Ellesmere HDMI Audio VA2431 Realtek RTL8111/8168/8411 Ubuntu 20.10 5.8.0-33-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 amdgpu 19.1.0 4.6 Mesa 20.2.1 (LLVM 11.0.0) 1.2.131 GCC 10.2.0 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++,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 Disk Details - MQ-DEADLINE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Default Kernel: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8001137 - Linux 5.10.4: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 - Linux 5.11-rc1: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 - Extra Run: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 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
Ryzen 7 1700 + RX 480 Extra redis: LPOP pyperformance: python_startup clomp: Static OMP Speedup onednn: IP Shapes 3D - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU ncnn: CPU - resnet50 ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - googlenet polyhedron: tfft2 ncnn: CPU - resnet18 ncnn: Vulkan GPU - mobilenet hmmer: Pfam Database Search ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - squeezenet_ssd ncnn: CPU - shufflenet-v2 ncnn: CPU - efficientnet-b0 ncnn: CPU - mnasnet ncnn: CPU - squeezenet_ssd tensorflow-lite: NASNet Mobile deepspeech: CPU ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - blazeface tensorflow-lite: Inception V4 ncnn: Vulkan GPU - efficientnet-b0 ncnn: CPU - vgg16 redis: GET tensorflow-lite: Inception ResNet V2 ncnn: Vulkan GPU - vgg16 tensorflow-lite: Mobilenet Quant onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU ncnn: CPU - regnety_400m ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 webp: Quality 100, Lossless, Highest Compression tensorflow-lite: Mobilenet Float ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - regnety_400m encode-flac: WAV To FLAC cryptsetup: Twofish-XTS 256b Decryption cryptsetup: Serpent-XTS 256b Decryption coremark: CoreMark Size 666 - Iterations Per Second cryptsetup: Twofish-XTS 512b Encryption gimp: resize onednn: IP Shapes 1D - f32 - CPU tensorflow-lite: SqueezeNet cryptsetup: Serpent-XTS 512b Decryption mnn: inception-v3 cryptsetup: Twofish-XTS 512b Decryption webp: Quality 100, Lossless webp: Quality 100 cryptsetup: Serpent-XTS 512b Encryption pyperformance: pathlib build-eigen: Time To Compile cryptsetup: Twofish-XTS 256b Encryption cryptsetup: AES-XTS 512b Encryption cryptsetup: PBKDF2-whirlpool cryptsetup: Serpent-XTS 256b Encryption redis: SET cryptsetup: AES-XTS 256b Decryption onednn: IP Shapes 3D - u8s8f32 - CPU cryptsetup: AES-XTS 512b Decryption rnnoise: mnn: SqueezeNetV1.0 encode-opus: WAV To Opus Encode pyperformance: json_loads cryptsetup: AES-XTS 256b Encryption mnn: MobileNetV2_224 byte: Dhrystone 2 encode-mp3: WAV To MP3 compress-lz4: 9 - Compression Speed polyhedron: capacita encode-wavpack: WAV To WavPack tnn: CPU - SqueezeNet v1.1 glmark2: 1280 x 1024 encode-ape: WAV To APE polyhedron: mdbx polyhedron: ac polyhedron: fatigue2 polyhedron: doduc pyperformance: chaos phpbench: PHP Benchmark Suite polyhedron: induct2 polyhedron: protein polyhedron: mp_prop_design webp: Default polyhedron: rnflow pyperformance: raytrace pyperformance: float polyhedron: air pyperformance: crypto_pyaes polyhedron: aermod pyperformance: regex_compile compress-lz4: 3 - Compression Speed polyhedron: test_fpu2 simdjson: Kostya pyperformance: nbody sqlite-speedtest: Timed Time - Size 1,000 darktable: Server Rack - CPU-only webp: Quality 100, Highest Compression onednn: Convolution Batch Shapes Auto - f32 - CPU hint: FLOAT ncnn: Vulkan GPU - alexnet cryptsetup: PBKDF2-sha512 pyperformance: pickle_pure_python redis: SADD pyperformance: go basis: UASTC Level 0 ncnn: CPU - alexnet mnn: resnet-v2-50 glmark2: 1920 x 1080 pyperformance: django_template gimp: auto-levels numpy: node-web-tooling: ffte: N=256, 3D Complex FFT Routine onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU avifenc: 8 tnn: CPU - MobileNet v2 simdjson: LargeRand onednn: Recurrent Neural Network Inference - u8s8f32 - CPU basis: ETC1S onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU compress-lz4: 1 - Decompression Speed onednn: Recurrent Neural Network Training - u8s8f32 - CPU mnn: mobilenet-v1-1.0 darktable: Masskrug - CPU-only darktable: Server Room - CPU-only mafft: Multiple Sequence Alignment - LSU RNA avifenc: 10 avifenc: 0 compress-lz4: 1 - Compression Speed astcenc: Thorough astcenc: Exhaustive astcenc: Fast pyperformance: 2to3 onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU espeak: Text-To-Speech Synthesis astcenc: Medium polyhedron: gas_dyn2 onednn: IP Shapes 1D - u8s8f32 - CPU stockfish: Total Time vkmark: 1280 x 1024 rsvg: SVG Files To PNG unpack-linux: linux-4.15.tar.xz yquake2: Software CPU - 1920 x 1080 appleseed: Disney Material rawtherapee: Total Benchmark Time vkmark: 1920 x 1080 ai-benchmark: Device Training Score gimp: unsharp-mask compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 darktable: Boat - CPU-only asmfish: 1024 Hash Memory, 26 Depth vkfft: sunflow: Global Illumination + Image Synthesis gromacs: Water Benchmark wireguard: unpack-firefox: firefox-84.0.source.tar.xz onednn: Deconvolution Batch shapes_3d - f32 - CPU avifenc: 2 gimp: rotate yquake2: OpenGL 1.x - 1920 x 1080 embree: Pathtracer ISPC - Asian Dragon blender: Fishy Cat - CPU-Only ai-benchmark: Device AI Score basis: UASTC Level 2 polyhedron: channel2 compress-zstd: 19 blender: BMW27 - CPU-Only build2: Time To Compile rav1e: 1 embree: Pathtracer - Crown polyhedron: linpk compress-zstd: 3 rav1e: 5 indigobench: CPU - Bedroom embree: Pathtracer ISPC - Crown yquake2: OpenGL 3.x - 1920 x 1080 embree: Pathtracer - Asian Dragon redis: LPUSH basis: UASTC Level 2 + RDO Post-Processing rav1e: 10 indigobench: CPU - Supercar appleseed: Material Tester compress-lz4: 9 - Decompression Speed build-linux-kernel: Time To Compile build-llvm: Time To Compile compress-lz4: 3 - Decompression Speed basis: UASTC Level 3 ai-benchmark: Device Inference Score embree: Pathtracer - Asian Dragon Obj onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU appleseed: Emily embree: Pathtracer ISPC - Asian Dragon Obj rav1e: 6 simdjson: DistinctUserID simdjson: PartialTweets ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet18 ncnn: CPU - yolov4-tiny ncnn: CPU - googlenet ncnn: CPU - blazeface build-ffmpeg: Time To Compile onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU lammps: Rhodopsin Protein Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2014169.29 12.2 7.8 11.5673 5.33146 58.38 59.31 31.60 25.09 25.46 38.45 151.893 38.47 11.91 10.09 11.62 37.31 11.59 15.55 10.85 37.15 223426 94.00238 10.56 3.85 3649700 15.23 85.70 1863679.11 3299807 85.39 177091 11.3777 6.60753 23.8283 33.49 9.59 50.890 169941 11.00 32.86 11.594 331.7 320.6 267555.232946 333.3 10.750 9.34927 251499 321.6 77.143 334.4 24.464 2.831 326.1 25.0 117.955 333.2 1356.0 550533 325.1 1363650.75 1531.1 2.94203 1359.7 24.180 12.690 9.542 37.4 1521.6 6.965 33310090.4 10.370 36.03 16.18 16.208 308.495 6038 17.208 5.88 7.74 63.32 9.34 160 475137 25.16 17.02 74.87 1.774 16.77 714 164 1.78 154 7.58 233 36.94 37.1 0.36 170 83.928 0.218 9.478 22.7874 282568835.29886 17.09 1300115 697 1540737.67 353 10.451 16.96 71.661 4432 80.9 16.032 246.26 7.24 29782.882133956 4749.06 7.048 324.268 0.33 4737.79 64.563 9027.63 4742.11 8129.2 9028.50 13.624 6.745 5.210 14.564 6.622 131.138 7192.29 36.95 303.53 7.72 461 9002.53 38.908 6.11 61.73 7.03197 13361457 6184 34.317 7.403 85.4 322.771845 78.652 4664 667 19.016 47.565 13.747 19306833 10274 1.581 0.524 300.19 26.471 17.0012 76.654 15.407 631.8 7.9759 329.39 1248 43.977 59.51 22.5 237.53 232.986 0.256 7.3312 4.81 2849.0 0.765 1.335 6.7689 944.3 8.3970 1065654.10 867.808 2.349 2.828 287.576718 7828.5 131.315 1057.630 7835.5 82.388 581 7.8014 13.3370 539.955062 7.2063 1.022 0.46 0.45 50.06 26.05 49.92 31.77 3.61 85.708 14.7823 4.311 1075736.66 20.7 9.3 8.81062 4.24151 46.37 47.21 26.28 29.02 20.97 32.79 128.726 32.21 10.09 8.50 10.14 31.61 9.82 13.24 9.22 31.80 208952 109.72930 9.06 3.46 3512430 13.28 74.43 1611434.08 3174873 74.53 170472 12.6415 5.78248 20.9864 29.37 8.45 44.854 163162 9.71 29.49 10.710 367.1 354.9 270279.686207 369.9 11.832 9.80460 244504 356.7 69.866 368.2 22.496 2.575 359.3 22.8 109.471 364.8 1485.4 603098 356.4 1243969.70 1668.2 2.87865 1488.7 22.113 11.659 8.721 34.3 1658.9 6.402 35909522.3 9.490 39.19 16.24 14.870 282.839 6542 15.839 5.42 7.1 58.15 8.61 151 517024 23.15 15.65 68.88 1.639 15.65 661 151 1.66 143 7.09 215 40.01 34.24 0.39 159 77.517 0.233 8.872 21.0535 305670769.36287 15.81 1403727 651 1429878.04 336 9.860 15.78 67.179 4722 75.9 16.903 262.15 7.67 31684.744460084 4488.10 6.700 305.642 0.35 4482.27 60.998 8564.54 4497.06 8560.1 8575.95 12.956 6.392 4.940 14.599 6.312 126.027 7525.63 36.58 300.62 7.35 444 8588.64 40.272 6.05 59.15 6.85975 13559816 6350 35.652 7.131 88.2 316.758583 77.082 4732 689 19.193 46.205 13.322 19840743 9972 1.537 0.539 308.467 25.744 17.3787 74.657 15.284 641.4 8.1739 325.24 1277 43.092 58.21 22.9 232.46 231.005 0.261 7.3497 4.73 2838.6 0.779 1.354 6.7934 960.5 8.5188 1049901.52 855.355 2.316 2.867 291.466605 7895.5 129.825 1044.459 7899.3 81.475 588 7.8722 13.2398 535.01413 7.2702 1.020 0.46 0.45 42.46 20.92 41.80 25.83 3.38 83.806 14.3114 4.720 1114626.25 20.7 9.1 8.61372 4.16855 46.40 47.65 25.27 29.22 21.96 32.20 127.071 32.63 10.31 8.60 9.81 31.76 9.86 13.51 9.35 31.73 239203 108.33302 9.05 3.30 3947703 13.09 74.00 1727854.75 3580783 74.67 189637 12.4213 5.87713 20.8695 29.60 8.69 45.159 180798 10.04 29.35 10.930 369.8 357.3 271886.254101 370.6 11.833 9.49354 259645 355.3 69.898 369.3 22.156 2.568 358 22.7 107.161 366.2 1488.7 603787 356.5 1297244.29 1678.3 2.70498 1485.4 22.092 11.596 8.827 34.2 1663.4 6.429 36408424.2 9.496 39.36 16.2 14.853 282.815 6587 15.819 5.39 7.1 58.15 8.59 147 513740 23.13 15.65 68.93 1.632 15.55 657 151 1.64 142 7.01 215 40.03 34.31 0.39 157 78.387 0.234 8.756 21.0906 305438957.41609 15.86 1404973 646 1465965.54 328 9.717 15.87 66.976 4755 75.5 16.981 262.75 7.62 31043.725914144 4470.71 6.639 310.422 0.35 4468.08 60.951 8540.48 4486.34 8592.3 8545.33 12.939 6.397 4.959 15.251 6.284 124.542 7572.23 37.2 305.64 7.42 439 8583.12 38.419 6.14 59.08 6.92207 13897759 6426 34.998 7.160 88.6 311.487833 78.290 4827 685 19.452 46.085 13.343 19661267 9967 1.582 0.535 308.380 25.986 17.4095 75.056 15.101 625.3 8.1022 326.50 1269 43.277 58.21 23.0 236.57 231.535 0.259 7.4224 4.72 2872.0 0.774 1.359 6.8458 947.3 8.3775 1053853.02 857.228 2.347 2.843 289.579019 7920.9 129.677 1050.445 7906.8 81.620 584 7.8824 13.2091 536.842668 7.2554 1.028 0.46 0.45 41.05 19.90 43.19 26.29 3.47 83.883 14.4510 4.762 1110900.58 5.5 12.2451 5.04535 48.69 48.28 26.73 23.89 21.45 32.02 128.042 32.43 9.99 8.53 10.35 31.79 10.08 13.21 9.26 31.84 244300 106.29274 9.36 3.52 4088867 13.52 74.98 1646152.13 3664460 74.38 195299 11.0581 6.23504 22.4277 29.54 8.44 45.282 184903 9.98 29.65 11.984 244170.011296 11.947 8.82679 271377 69.731 22.446 2.575 107.893 1279578.25 2.68487 22.232 11.603 8.971 6.372 9.741 39.25 14.87 282.735 6578 15.774 5.41 7.1 58.22 8.58 147 23.14 15.65 68.86 1.642 15.43 1.64 6.99 39.95 34.92 0.39 78.857 0.236 8.765 22.0193 15.90 1451704.58 328 10.109 15.95 66.720 4737 17.125 261.63 7.71 4536.85 6.646 323.916 0.35 4542.13 62.025 8565.47 4526.54 8302.4 8623.17 12.895 6.439 4.982 15.350 6.312 125.614 7331.71 38.47 315.78 7.68 439 8620.36 39.813 6.34 59.37 6.74175 13664029 6428 35.590 7.131 87.3 79.833 4824 19.640 46.186 13.412 19907586 10048 0.526 308.782 16.9420 74.964 15.015 630.7 8.1085 332.92 44.088 58.66 22.8 236.74 235.528 0.260 7.4723 4.74 2890.8 0.774 1.351 6.8898 950.4 8.4771 1048315.48 865.691 2.318 2.856 7932.8 131.301 1048.005 7931.7 82.469 7.8440 13.2508 7.2170 1.028 0.46 0.45 41.08 21.15 42.14 29.94 3.46 92.262 14.3536 4.666 OpenBenchmarking.org
Redis Test: LPOP OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPOP Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 400K 800K 1200K 1600K 2000K SE +/- 30740.73, N = 12 SE +/- 2684.98, N = 3 SE +/- 5120.03, N = 3 SE +/- 13008.63, N = 3 2014169.29 1075736.66 1114626.25 1110900.58 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Default Kernel Linux 5.10.4 Linux 5.11-rc1 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 12.2 20.7 20.7
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.09, N = 4 SE +/- 0.11, N = 15 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 7.8 9.3 9.1 5.5 1. (CC) gcc options: -fopenmp -O3 -lm
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.03621, N = 3 SE +/- 0.02920, N = 3 SE +/- 0.01700, N = 3 SE +/- 0.01547, N = 3 11.56730 8.81062 8.61372 12.24510 MIN: 10.87 MIN: 8.51 MIN: 8.27 MIN: 11.98 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1.1996 2.3992 3.5988 4.7984 5.998 SE +/- 0.00649, N = 3 SE +/- 0.00670, N = 3 SE +/- 0.00397, N = 3 SE +/- 0.00286, N = 3 5.33146 4.24151 4.16855 5.04535 MIN: 4.84 MIN: 4.14 MIN: 4.06 MIN: 4.94 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet50 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 13 26 39 52 65 SE +/- 0.59, N = 3 SE +/- 0.32, N = 15 SE +/- 0.09, N = 3 SE +/- 0.37, N = 15 58.38 46.37 46.40 48.69 MIN: 48.11 / MAX: 109.51 MIN: 45.13 / MAX: 83.86 MIN: 46.13 / MAX: 46.99 MIN: 46.14 / MAX: 86.99 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 13 26 39 52 65 SE +/- 0.58, N = 3 SE +/- 1.01, N = 3 SE +/- 1.19, N = 3 SE +/- 1.10, N = 3 59.31 47.21 47.65 48.28 MIN: 48.12 / MAX: 109.05 MIN: 45.3 / MAX: 81.34 MIN: 46.22 / MAX: 82.46 MIN: 46.11 / MAX: 61.73 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 7 14 21 28 35 SE +/- 0.32, N = 3 SE +/- 0.11, N = 3 SE +/- 0.76, N = 3 SE +/- 0.44, N = 3 31.60 26.28 25.27 26.73 MIN: 24.42 / MAX: 69.85 MIN: 25.18 / MAX: 37.2 MIN: 22.73 / MAX: 45.56 MIN: 22.84 / MAX: 28.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Polyhedron Fortran Benchmarks Benchmark: tfft2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: tfft2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 7 14 21 28 35 25.09 29.02 29.22 23.89
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet18 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.22, N = 3 SE +/- 0.28, N = 15 SE +/- 0.20, N = 3 SE +/- 0.25, N = 15 25.46 20.97 21.96 21.45 MIN: 19.81 / MAX: 59.82 MIN: 18.91 / MAX: 67.27 MIN: 19.15 / MAX: 54.43 MIN: 18.96 / MAX: 28.91 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.20, N = 3 SE +/- 0.27, N = 3 38.45 32.79 32.20 32.02 MIN: 33.4 / MAX: 77.43 MIN: 30.27 / MAX: 45.97 MIN: 30.63 / MAX: 39 MIN: 30.66 / MAX: 33.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 30 60 90 120 150 SE +/- 0.27, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.27, N = 3 151.89 128.73 127.07 128.04 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.44, N = 3 SE +/- 0.29, N = 15 SE +/- 0.27, N = 3 SE +/- 0.30, N = 15 38.47 32.21 32.63 32.43 MIN: 33.17 / MAX: 75.32 MIN: 30.06 / MAX: 44.1 MIN: 31.52 / MAX: 114.19 MIN: 30.5 / MAX: 67.12 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.15, N = 3 SE +/- 0.11, N = 15 SE +/- 0.21, N = 3 SE +/- 0.06, N = 15 11.91 10.09 10.31 9.99 MIN: 9.52 / MAX: 44.02 MIN: 9.47 / MAX: 59.9 MIN: 9.57 / MAX: 22.62 MIN: 9.43 / MAX: 48.83 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.20, N = 3 SE +/- 0.03, N = 15 SE +/- 0.09, N = 3 SE +/- 0.04, N = 15 10.09 8.50 8.60 8.53 MIN: 8.08 / MAX: 57.72 MIN: 8.19 / MAX: 20.56 MIN: 8.28 / MAX: 22.71 MIN: 8.26 / MAX: 37.67 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.19, N = 3 SE +/- 0.21, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 11.62 10.14 9.81 10.35 MIN: 9.25 / MAX: 43.5 MIN: 9.38 / MAX: 12.94 MIN: 9.63 / MAX: 13.77 MIN: 9.4 / MAX: 43.71 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 37.31 31.61 31.76 31.79 MIN: 32.73 / MAX: 94.67 MIN: 30.89 / MAX: 38.84 MIN: 30.84 / MAX: 39.08 MIN: 31.16 / MAX: 35.95 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.14, N = 3 SE +/- 0.03, N = 15 SE +/- 0.05, N = 3 SE +/- 0.02, N = 15 11.59 9.82 9.86 10.08 MIN: 9.62 / MAX: 57.85 MIN: 9.61 / MAX: 11.52 MIN: 9.73 / MAX: 10.13 MIN: 9.88 / MAX: 20.85 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.25, N = 3 SE +/- 0.11, N = 15 SE +/- 0.29, N = 3 SE +/- 0.06, N = 15 15.55 13.24 13.51 13.21 MIN: 12.82 / MAX: 44.91 MIN: 12.68 / MAX: 56.97 MIN: 13.14 / MAX: 14.47 MIN: 12.88 / MAX: 52.72 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.27, N = 3 SE +/- 0.07, N = 15 SE +/- 0.16, N = 3 SE +/- 0.08, N = 15 10.85 9.22 9.35 9.26 MIN: 8.7 / MAX: 50.23 MIN: 8.76 / MAX: 13.65 MIN: 9.12 / MAX: 10.89 MIN: 8.71 / MAX: 43.84 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.35, N = 3 SE +/- 0.14, N = 15 SE +/- 0.04, N = 3 SE +/- 0.03, N = 15 37.15 31.80 31.73 31.84 MIN: 32.74 / MAX: 88.45 MIN: 30.81 / MAX: 42.83 MIN: 30.96 / MAX: 37.38 MIN: 30.87 / MAX: 43.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 50K 100K 150K 200K 250K SE +/- 1532.37, N = 3 SE +/- 207.90, N = 3 SE +/- 1205.42, N = 3 SE +/- 327.89, N = 3 223426 208952 239203 244300
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.78, N = 15 SE +/- 0.94, N = 8 SE +/- 1.33, N = 4 94.00 109.73 108.33 106.29
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.25, N = 3 SE +/- 0.12, N = 3 SE +/- 0.13, N = 3 SE +/- 0.18, N = 3 10.56 9.06 9.05 9.36 MIN: 8.6 / MAX: 49.35 MIN: 8.8 / MAX: 9.55 MIN: 8.77 / MAX: 32.06 MIN: 9.14 / MAX: 9.83 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.8663 1.7326 2.5989 3.4652 4.3315 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 3.85 3.46 3.30 3.52 MIN: 3.16 / MAX: 16.49 MIN: 3.33 / MAX: 7.35 MIN: 3.22 / MAX: 3.77 MIN: 3.4 / MAX: 22.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 900K 1800K 2700K 3600K 4500K SE +/- 2124.36, N = 3 SE +/- 2619.34, N = 3 SE +/- 912.82, N = 3 SE +/- 1506.66, N = 3 3649700 3512430 3947703 4088867
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.27, N = 3 15.23 13.28 13.09 13.52 MIN: 12.91 / MAX: 49.97 MIN: 13.12 / MAX: 14.99 MIN: 12.94 / MAX: 14.95 MIN: 13.17 / MAX: 14.14 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.16, N = 15 SE +/- 0.12, N = 3 SE +/- 0.20, N = 15 85.70 74.43 74.00 74.98 MIN: 76.58 / MAX: 109.13 MIN: 73.09 / MAX: 107.82 MIN: 73.3 / MAX: 82.28 MIN: 73.56 / MAX: 107.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Redis Test: GET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: GET Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 400K 800K 1200K 1600K 2000K SE +/- 22737.24, N = 15 SE +/- 11369.12, N = 3 SE +/- 16571.48, N = 3 SE +/- 17449.83, N = 3 1863679.11 1611434.08 1727854.75 1646152.13 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 800K 1600K 2400K 3200K 4000K SE +/- 1161.41, N = 3 SE +/- 713.33, N = 3 SE +/- 2970.22, N = 3 SE +/- 266.90, N = 3 3299807 3174873 3580783 3664460
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.33, N = 3 SE +/- 0.36, N = 3 SE +/- 0.33, N = 3 SE +/- 0.12, N = 3 85.39 74.53 74.67 74.38 MIN: 76.96 / MAX: 108.88 MIN: 73.33 / MAX: 84.41 MIN: 73.34 / MAX: 83.99 MIN: 73.71 / MAX: 83.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 40K 80K 120K 160K 200K SE +/- 75.51, N = 3 SE +/- 30.12, N = 3 SE +/- 424.39, N = 3 SE +/- 1120.73, N = 3 177091 170472 189637 195299
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.12, N = 15 SE +/- 0.16, N = 15 SE +/- 0.02, N = 3 11.38 12.64 12.42 11.06 MIN: 10.79 MIN: 11.31 MIN: 11.07 MIN: 10.83 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.07065, N = 5 SE +/- 0.05897, N = 15 SE +/- 0.01520, N = 3 SE +/- 0.00975, N = 3 6.60753 5.78248 5.87713 6.23504 MIN: 5.69 MIN: 5.23 MIN: 5.59 MIN: 5.8 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 23.83 20.99 20.87 22.43 MIN: 22.68 MIN: 20.72 MIN: 20.57 MIN: 22.14 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 8 16 24 32 40 SE +/- 0.53, N = 3 SE +/- 0.09, N = 15 SE +/- 0.06, N = 3 SE +/- 0.06, N = 15 33.49 29.37 29.60 29.54 MIN: 30.17 / MAX: 68.43 MIN: 28.47 / MAX: 73.28 MIN: 29.39 / MAX: 40.11 MIN: 28.99 / MAX: 77.55 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 9.59 8.45 8.69 8.44 MIN: 8.1 / MAX: 72.56 MIN: 8.09 / MAX: 10.09 MIN: 8.29 / MAX: 26.28 MIN: 8.12 / MAX: 11.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 11 22 33 44 55 SE +/- 0.27, N = 3 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.35, N = 10 50.89 44.85 45.16 45.28 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 40K 80K 120K 160K 200K SE +/- 82.73, N = 3 SE +/- 89.09, N = 3 SE +/- 51.97, N = 3 SE +/- 68.70, N = 3 169941 163162 180798 184903
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.30, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 11.00 9.71 10.04 9.98 MIN: 9.52 / MAX: 47.8 MIN: 9.51 / MAX: 10.13 MIN: 9.81 / MAX: 10.2 MIN: 9.83 / MAX: 13 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 8 16 24 32 40 SE +/- 0.30, N = 3 SE +/- 0.25, N = 3 SE +/- 0.32, N = 3 SE +/- 0.08, N = 3 32.86 29.49 29.35 29.65 MIN: 30.37 / MAX: 71.09 MIN: 28.88 / MAX: 31.63 MIN: 28.95 / MAX: 100.31 MIN: 29.39 / MAX: 30.15 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
FLAC Audio Encoding WAV To FLAC OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.3.2 WAV To FLAC Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.06, N = 5 SE +/- 0.03, N = 5 SE +/- 0.08, N = 5 SE +/- 0.07, N = 25 11.59 10.71 10.93 11.98 1. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
Cryptsetup Twofish-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 1.40, N = 3 SE +/- 1.64, N = 3 SE +/- 0.24, N = 3 331.7 367.1 369.8
Cryptsetup Serpent-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 2.23, N = 3 SE +/- 1.70, N = 3 SE +/- 1.32, N = 3 320.6 354.9 357.3
Coremark CoreMark Size 666 - Iterations Per Second OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 60K 120K 180K 240K 300K SE +/- 1434.22, N = 3 SE +/- 872.17, N = 3 SE +/- 802.31, N = 3 SE +/- 692.13, N = 3 267555.23 270279.69 271886.25 244170.01 1. (CC) gcc options: -O2 -lrt" -lrt
Cryptsetup Twofish-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 1.79, N = 3 SE +/- 1.00, N = 3 SE +/- 0.25, N = 3 333.3 369.9 370.6
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: resize Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 10.75 11.83 11.83 11.95
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.06535, N = 3 SE +/- 0.12964, N = 3 SE +/- 0.04049, N = 3 SE +/- 0.01462, N = 3 9.34927 9.80460 9.49354 8.82679 MIN: 8.51 MIN: 9.16 MIN: 9 MIN: 8.47 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 60K 120K 180K 240K 300K SE +/- 272.99, N = 3 SE +/- 290.99, N = 3 SE +/- 354.62, N = 3 SE +/- 514.56, N = 3 251499 244504 259645 271377
Cryptsetup Serpent-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 512b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 2.22, N = 3 SE +/- 0.91, N = 3 SE +/- 1.71, N = 3 321.6 356.7 355.3
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.46, N = 3 SE +/- 0.35, N = 3 SE +/- 0.07, N = 3 SE +/- 0.26, N = 3 77.14 69.87 69.90 69.73 MIN: 69.93 / MAX: 103.83 MIN: 68.99 / MAX: 81.83 MIN: 69.61 / MAX: 94.45 MIN: 69.02 / MAX: 84.57 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Cryptsetup Twofish-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 512b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 1.69, N = 3 SE +/- 0.35, N = 3 SE +/- 0.61, N = 3 334.4 368.2 369.3
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.26, N = 3 SE +/- 0.10, N = 3 SE +/- 0.19, N = 3 SE +/- 0.21, N = 7 24.46 22.50 22.16 22.45 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.637 1.274 1.911 2.548 3.185 SE +/- 0.034, N = 3 SE +/- 0.009, N = 3 SE +/- 0.006, N = 3 SE +/- 0.002, N = 3 2.831 2.575 2.568 2.575 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
Cryptsetup Serpent-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 512b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 2.94, N = 3 SE +/- 1.57, N = 3 SE +/- 2.00, N = 2 326.1 359.3 358.0
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Default Kernel Linux 5.10.4 Linux 5.11-rc1 6 12 18 24 30 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 25.0 22.8 22.7
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 30 60 90 120 150 SE +/- 0.40, N = 3 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.20, N = 3 117.96 109.47 107.16 107.89
Cryptsetup Twofish-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Twofish-XTS 256b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 1.62, N = 3 SE +/- 5.33, N = 3 SE +/- 4.26, N = 3 333.2 364.8 366.2
Cryptsetup AES-XTS 512b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 300 600 900 1200 1500 SE +/- 11.60, N = 3 SE +/- 3.09, N = 3 SE +/- 0.68, N = 3 1356.0 1485.4 1488.7
Cryptsetup PBKDF2-whirlpool OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-whirlpool Default Kernel Linux 5.10.4 Linux 5.11-rc1 130K 260K 390K 520K 650K SE +/- 1020.69, N = 3 SE +/- 1406.03, N = 3 SE +/- 613.12, N = 3 550533 603098 603787
Cryptsetup Serpent-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup Serpent-XTS 256b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 80 160 240 320 400 SE +/- 1.68, N = 3 SE +/- 2.62, N = 3 SE +/- 4.86, N = 3 325.1 356.4 356.5
Redis Test: SET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SET Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 300K 600K 900K 1200K 1500K SE +/- 16871.12, N = 4 SE +/- 8535.72, N = 15 SE +/- 2028.99, N = 3 SE +/- 6697.08, N = 3 1363650.75 1243969.70 1297244.29 1279578.25 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Cryptsetup AES-XTS 256b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 400 800 1200 1600 2000 SE +/- 7.30, N = 3 SE +/- 1.07, N = 3 SE +/- 1.79, N = 3 1531.1 1668.2 1678.3
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.662 1.324 1.986 2.648 3.31 SE +/- 0.01399, N = 3 SE +/- 0.02712, N = 3 SE +/- 0.03607, N = 3 SE +/- 0.00108, N = 3 2.94203 2.87865 2.70498 2.68487 MIN: 2.51 MIN: 2.53 MIN: 2.43 MIN: 2.5 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Cryptsetup AES-XTS 512b Decryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 512b Decryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 300 600 900 1200 1500 SE +/- 9.75, N = 3 SE +/- 2.77, N = 3 SE +/- 3.76, N = 3 1359.7 1488.7 1485.4
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.13, N = 3 24.18 22.11 22.09 22.23 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 12.69 11.66 11.60 11.60 MIN: 11.22 / MAX: 25.7 MIN: 11.43 / MAX: 23.12 MIN: 11.41 / MAX: 23.49 MIN: 11.44 / MAX: 24.06 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.037, N = 5 SE +/- 0.015, N = 5 SE +/- 0.063, N = 12 SE +/- 0.059, N = 25 9.542 8.721 8.827 8.971 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
PyPerformance Benchmark: json_loads OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: json_loads Default Kernel Linux 5.10.4 Linux 5.11-rc1 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 37.4 34.3 34.2
Cryptsetup AES-XTS 256b Encryption OpenBenchmarking.org MiB/s, More Is Better Cryptsetup AES-XTS 256b Encryption Default Kernel Linux 5.10.4 Linux 5.11-rc1 400 800 1200 1600 2000 SE +/- 2.80, N = 3 SE +/- 12.75, N = 3 SE +/- 9.69, N = 3 1521.6 1658.9 1663.4
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.024, N = 3 SE +/- 0.054, N = 3 SE +/- 0.017, N = 3 SE +/- 0.042, N = 3 6.965 6.402 6.429 6.372 MIN: 6.27 / MAX: 22.38 MIN: 6.26 / MAX: 15.65 MIN: 6.35 / MAX: 8.72 MIN: 6.23 / MAX: 8.11 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 8M 16M 24M 32M 40M SE +/- 91702.31, N = 3 SE +/- 207274.15, N = 3 SE +/- 77245.63, N = 3 33310090.4 35909522.3 36408424.2
LAME MP3 Encoding WAV To MP3 OpenBenchmarking.org Seconds, Fewer Is Better LAME MP3 Encoding 3.100 WAV To MP3 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.054, N = 3 SE +/- 0.005, N = 3 SE +/- 0.014, N = 3 SE +/- 0.064, N = 15 10.370 9.490 9.496 9.741 1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm
LZ4 Compression Compression Level: 9 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Compression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.41, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 36.03 39.19 39.36 39.25 1. (CC) gcc options: -O3
Polyhedron Fortran Benchmarks Benchmark: capacita OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: capacita Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 16.18 16.24 16.20 14.87
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack Default Kernel Linux 5.10.4 Linux 5.11-rc1 4 8 12 16 20 SE +/- 0.10, N = 5 SE +/- 0.01, N = 5 SE +/- 0.01, N = 5 16.21 14.87 14.85 1. (CXX) g++ options: -rdynamic
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 70 140 210 280 350 SE +/- 1.02, N = 3 SE +/- 0.18, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 308.50 282.84 282.82 282.74 MIN: 297.18 / MAX: 319.3 MIN: 281.31 / MAX: 287.35 MIN: 281.29 / MAX: 287.16 MIN: 281.1 / MAX: 288.55 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
GLmark2 Resolution: 1280 x 1024 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1280 x 1024 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1400 2800 4200 5600 7000 6038 6542 6587 6578
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.07, N = 5 SE +/- 0.04, N = 5 SE +/- 0.02, N = 5 SE +/- 0.04, N = 5 17.21 15.84 15.82 15.77 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Polyhedron Fortran Benchmarks Benchmark: mdbx OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: mdbx Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1.323 2.646 3.969 5.292 6.615 5.88 5.42 5.39 5.41
Polyhedron Fortran Benchmarks Benchmark: ac OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: ac Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 7.74 7.10 7.10 7.10
Polyhedron Fortran Benchmarks Benchmark: fatigue2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: fatigue2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 14 28 42 56 70 63.32 58.15 58.15 58.22
Polyhedron Fortran Benchmarks Benchmark: doduc OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: doduc Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 9.34 8.61 8.59 8.58
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 40 80 120 160 200 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 160 151 147 147
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Default Kernel Linux 5.10.4 Linux 5.11-rc1 110K 220K 330K 440K 550K SE +/- 1118.13, N = 3 SE +/- 700.71, N = 3 SE +/- 1896.86, N = 3 475137 517024 513740
Polyhedron Fortran Benchmarks Benchmark: induct2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: induct2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 25.16 23.15 23.13 23.14
Polyhedron Fortran Benchmarks Benchmark: protein OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: protein Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 17.02 15.65 15.65 15.65
Polyhedron Fortran Benchmarks Benchmark: mp_prop_design OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: mp_prop_design Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 74.87 68.88 68.93 68.86
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.3992 0.7984 1.1976 1.5968 1.996 SE +/- 0.008, N = 3 SE +/- 0.011, N = 3 SE +/- 0.001, N = 3 SE +/- 0.014, N = 3 1.774 1.639 1.632 1.642 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
Polyhedron Fortran Benchmarks Benchmark: rnflow OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: rnflow Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 16.77 15.65 15.55 15.43
PyPerformance Benchmark: raytrace OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: raytrace Default Kernel Linux 5.10.4 Linux 5.11-rc1 150 300 450 600 750 SE +/- 1.20, N = 3 SE +/- 1.73, N = 3 714 661 657
PyPerformance Benchmark: float OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: float Default Kernel Linux 5.10.4 Linux 5.11-rc1 40 80 120 160 200 164 151 151
Polyhedron Fortran Benchmarks Benchmark: air OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: air Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.4005 0.801 1.2015 1.602 2.0025 1.78 1.66 1.64 1.64
PyPerformance Benchmark: crypto_pyaes OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: crypto_pyaes Default Kernel Linux 5.10.4 Linux 5.11-rc1 30 60 90 120 150 SE +/- 0.33, N = 3 154 143 142
Polyhedron Fortran Benchmarks Benchmark: aermod OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: aermod Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 7.58 7.09 7.01 6.99
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 50 100 150 200 250 SE +/- 0.33, N = 3 233 215 215
LZ4 Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Compression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.26, N = 3 SE +/- 0.15, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 36.94 40.01 40.03 39.95 1. (CC) gcc options: -O3
Polyhedron Fortran Benchmarks Benchmark: test_fpu2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: test_fpu2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 37.10 34.24 34.31 34.92
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: Kostya Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.0878 0.1756 0.2634 0.3512 0.439 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.36 0.39 0.39 0.39 1. (CXX) g++ options: -O3 -pthread
PyPerformance Benchmark: nbody OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: nbody Default Kernel Linux 5.10.4 Linux 5.11-rc1 40 80 120 160 200 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 170 159 157
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.66, N = 3 SE +/- 0.20, N = 3 SE +/- 0.35, N = 3 SE +/- 0.22, N = 3 83.93 77.52 78.39 78.86 1. (CC) gcc options: -O2 -ldl -lz -lpthread
Darktable Test: Server Rack - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Server Rack - Acceleration: CPU-only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.0531 0.1062 0.1593 0.2124 0.2655 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.218 0.233 0.234 0.236
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.033, N = 3 SE +/- 0.094, N = 5 SE +/- 0.008, N = 3 SE +/- 0.002, N = 3 9.478 8.872 8.756 8.765 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 22.79 21.05 21.09 22.02 MIN: 21.5 MIN: 20.7 MIN: 20.58 MIN: 21.71 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT Default Kernel Linux 5.10.4 Linux 5.11-rc1 70M 140M 210M 280M 350M SE +/- 1313862.73, N = 3 SE +/- 80446.54, N = 3 SE +/- 262122.57, N = 3 282568835.30 305670769.36 305438957.42 1. (CC) gcc options: -O3 -march=native -lm
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 17.09 15.81 15.86 15.90 MIN: 15.85 / MAX: 45.86 MIN: 15.64 / MAX: 24.91 MIN: 15.71 / MAX: 16.75 MIN: 15.7 / MAX: 17.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Cryptsetup PBKDF2-sha512 OpenBenchmarking.org Iterations Per Second, More Is Better Cryptsetup PBKDF2-sha512 Default Kernel Linux 5.10.4 Linux 5.11-rc1 300K 600K 900K 1200K 1500K SE +/- 12175.94, N = 3 SE +/- 2865.42, N = 3 SE +/- 1659.14, N = 3 1300115 1403727 1404973
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Default Kernel Linux 5.10.4 Linux 5.11-rc1 150 300 450 600 750 SE +/- 0.67, N = 3 697 651 646
Redis Test: SADD OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SADD Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 300K 600K 900K 1200K 1500K SE +/- 21666.11, N = 3 SE +/- 19698.88, N = 3 SE +/- 11716.13, N = 3 SE +/- 11535.87, N = 3 1540737.67 1429878.04 1465965.54 1451704.58 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 1.20, N = 3 353 336 328 328
Basis Universal Settings: UASTC Level 0 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 0 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.048, N = 3 SE +/- 0.010, N = 3 SE +/- 0.040, N = 3 SE +/- 0.110, N = 3 10.451 9.860 9.717 10.109 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: alexnet Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.01, N = 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 15 16.96 15.78 15.87 15.95 MIN: 15.86 / MAX: 33.88 MIN: 15.63 / MAX: 27.03 MIN: 15.7 / MAX: 18.04 MIN: 15.72 / MAX: 25.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: resnet-v2-50 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 16 32 48 64 80 SE +/- 0.91, N = 3 SE +/- 0.30, N = 3 SE +/- 0.14, N = 3 SE +/- 0.23, N = 3 71.66 67.18 66.98 66.72 MIN: 63.38 / MAX: 108.99 MIN: 66.68 / MAX: 78.44 MIN: 66.5 / MAX: 78.24 MIN: 66.29 / MAX: 78.2 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1000 2000 3000 4000 5000 4432 4722 4755 4737
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Default Kernel Linux 5.10.4 Linux 5.11-rc1 20 40 60 80 100 SE +/- 0.35, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 80.9 75.9 75.5
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: auto-levels Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 16.03 16.90 16.98 17.13
Numpy Benchmark OpenBenchmarking.org Score, More Is Better Numpy Benchmark Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 60 120 180 240 300 SE +/- 2.11, N = 3 SE +/- 0.10, N = 3 SE +/- 0.21, N = 3 SE +/- 2.80, N = 3 246.26 262.15 262.75 261.63
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 7.24 7.67 7.62 7.71 1. Nodejs
v12.18.2
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine Default Kernel Linux 5.10.4 Linux 5.11-rc1 7K 14K 21K 28K 35K SE +/- 35.57, N = 3 SE +/- 40.89, N = 3 SE +/- 1.43, N = 3 29782.88 31684.74 31043.73 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1000 2000 3000 4000 5000 SE +/- 2.03, N = 3 SE +/- 5.53, N = 3 SE +/- 9.99, N = 3 SE +/- 1.24, N = 3 4749.06 4488.10 4470.71 4536.85 MIN: 4699.81 MIN: 4464.06 MIN: 4441.33 MIN: 4527.83 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
libavif avifenc Encoder Speed: 8 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 8 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.031, N = 3 SE +/- 0.018, N = 3 SE +/- 0.006, N = 3 SE +/- 0.010, N = 3 7.048 6.700 6.639 6.646 1. (CXX) g++ options: -O3 -fPIC
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 70 140 210 280 350 SE +/- 0.50, N = 3 SE +/- 0.20, N = 3 SE +/- 0.45, N = 3 SE +/- 0.67, N = 3 324.27 305.64 310.42 323.92 MIN: 310.87 / MAX: 349.12 MIN: 291.26 / MAX: 314.5 MIN: 290.92 / MAX: 337.97 MIN: 294.63 / MAX: 342.14 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: LargeRandom Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.0788 0.1576 0.2364 0.3152 0.394 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.33 0.35 0.35 0.35 1. (CXX) g++ options: -O3 -pthread
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1000 2000 3000 4000 5000 SE +/- 8.86, N = 3 SE +/- 5.62, N = 3 SE +/- 13.33, N = 3 SE +/- 3.87, N = 3 4737.79 4482.27 4468.08 4542.13 MIN: 4680.34 MIN: 4460.82 MIN: 4427.82 MIN: 4523.71 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 14 28 42 56 70 SE +/- 0.35, N = 3 SE +/- 0.24, N = 3 SE +/- 0.22, N = 3 SE +/- 0.23, N = 3 64.56 61.00 60.95 62.03 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 9.60, N = 3 SE +/- 14.45, N = 3 SE +/- 17.59, N = 3 SE +/- 27.70, N = 3 9027.63 8564.54 8540.48 8565.47 MIN: 8975.45 MIN: 8529.89 MIN: 8490.77 MIN: 8490.11 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1000 2000 3000 4000 5000 SE +/- 20.61, N = 3 SE +/- 7.62, N = 3 SE +/- 8.44, N = 3 SE +/- 14.44, N = 3 4742.11 4497.06 4486.34 4526.54 MIN: 4659.09 MIN: 4465.18 MIN: 4457.53 MIN: 4484.59 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
LZ4 Compression Compression Level: 1 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Decompression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 55.92, N = 3 SE +/- 9.29, N = 3 SE +/- 40.00, N = 3 SE +/- 14.23, N = 3 8129.2 8560.1 8592.3 8302.4 1. (CC) gcc options: -O3
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 23.24, N = 3 SE +/- 15.87, N = 3 SE +/- 17.36, N = 3 SE +/- 9.73, N = 3 9028.50 8575.95 8545.33 8623.17 MIN: 8965.57 MIN: 8526.04 MIN: 8489.41 MIN: 8593.76 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 13.62 12.96 12.94 12.90 MIN: 12.87 / MAX: 26.35 MIN: 12.85 / MAX: 22.3 MIN: 12.76 / MAX: 24.47 MIN: 12.78 / MAX: 24.12 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Darktable Test: Masskrug - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Masskrug - Acceleration: CPU-only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.017, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 6.745 6.392 6.397 6.439
Darktable Test: Server Room - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Server Room - Acceleration: CPU-only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1.1723 2.3446 3.5169 4.6892 5.8615 SE +/- 0.017, N = 3 SE +/- 0.006, N = 3 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 5.210 4.940 4.959 4.982
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.20, N = 3 SE +/- 0.13, N = 3 14.56 14.60 15.25 15.35 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 10 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.026, N = 3 SE +/- 0.017, N = 3 SE +/- 0.005, N = 3 SE +/- 0.009, N = 3 6.622 6.312 6.284 6.312 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 0 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 0 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 30 60 90 120 150 SE +/- 1.72, N = 3 SE +/- 0.38, N = 3 SE +/- 0.15, N = 3 SE +/- 0.35, N = 3 131.14 126.03 124.54 125.61 1. (CXX) g++ options: -O3 -fPIC
LZ4 Compression Compression Level: 1 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Compression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1600 3200 4800 6400 8000 SE +/- 73.87, N = 3 SE +/- 92.18, N = 3 SE +/- 46.06, N = 3 SE +/- 8.86, N = 3 7192.29 7525.63 7572.23 7331.71 1. (CC) gcc options: -O3
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 36.95 36.58 37.20 38.47 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 70 140 210 280 350 SE +/- 0.08, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 303.53 300.62 305.64 315.78 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Fast OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Fast Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.06, N = 8 SE +/- 0.06, N = 15 7.72 7.35 7.42 7.68 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 100 200 300 400 500 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 461 444 439 439
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 4.57, N = 3 SE +/- 9.21, N = 3 SE +/- 10.93, N = 3 SE +/- 5.81, N = 3 9002.53 8588.64 8583.12 8620.36 MIN: 8960.78 MIN: 8557.28 MIN: 8546.55 MIN: 8591.77 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 9 18 27 36 45 SE +/- 0.24, N = 16 SE +/- 0.54, N = 20 SE +/- 0.38, N = 4 SE +/- 0.51, N = 20 38.91 40.27 38.42 39.81 1. (CC) gcc options: -O2 -std=c99
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 6.11 6.05 6.14 6.34 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
Polyhedron Fortran Benchmarks Benchmark: gas_dyn2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: gas_dyn2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 14 28 42 56 70 61.73 59.15 59.08 59.37
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.00187, N = 3 SE +/- 0.03024, N = 3 SE +/- 0.04602, N = 3 SE +/- 0.01395, N = 3 7.03197 6.85975 6.92207 6.74175 MIN: 6.48 MIN: 6.65 MIN: 6.7 MIN: 6.55 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 12 Total Time Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3M 6M 9M 12M 15M SE +/- 170465.83, N = 3 SE +/- 168497.64, N = 3 SE +/- 38144.94, N = 3 SE +/- 163642.21, N = 3 13361457 13559816 13897759 13664029 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
VKMark Resolution: 1280 x 1024 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1280 x 1024 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1400 2800 4200 5600 7000 SE +/- 3.28, N = 3 SE +/- 13.48, N = 3 SE +/- 8.41, N = 3 SE +/- 7.00, N = 3 6184 6350 6426 6428 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
librsvg Operation: SVG Files To PNG OpenBenchmarking.org Seconds, Fewer Is Better librsvg Operation: SVG Files To PNG Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 8 16 24 32 40 SE +/- 0.15, N = 3 SE +/- 0.31, N = 3 SE +/- 0.03, N = 3 SE +/- 0.26, N = 3 34.32 35.65 35.00 35.59 1. rsvg-convert version 2.50.1
Unpacking The Linux Kernel linux-4.15.tar.xz OpenBenchmarking.org Seconds, Fewer Is Better Unpacking The Linux Kernel linux-4.15.tar.xz Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.047, N = 4 SE +/- 0.040, N = 20 SE +/- 0.037, N = 4 SE +/- 0.069, N = 6 7.403 7.131 7.160 7.131
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.52, N = 3 SE +/- 0.27, N = 3 SE +/- 0.29, N = 3 SE +/- 0.24, N = 3 85.4 88.2 88.6 87.3 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material Default Kernel Linux 5.10.4 Linux 5.11-rc1 70 140 210 280 350 322.77 316.76 311.49
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.27, N = 3 78.65 77.08 78.29 79.83 1. RawTherapee, version 5.8, command line.
VKMark Resolution: 1920 x 1080 OpenBenchmarking.org VKMark Score, More Is Better VKMark 2020-05-21 Resolution: 1920 x 1080 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1000 2000 3000 4000 5000 SE +/- 4.93, N = 3 SE +/- 3.71, N = 3 SE +/- 3.61, N = 3 SE +/- 4.98, N = 3 4664 4732 4827 4824 1. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score Default Kernel Linux 5.10.4 Linux 5.11-rc1 150 300 450 600 750 667 689 685
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: unsharp-mask Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 19.02 19.19 19.45 19.64
XZ Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 OpenBenchmarking.org Seconds, Fewer Is Better XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 11 22 33 44 55 SE +/- 0.30, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 47.57 46.21 46.09 46.19 1. (CC) gcc options: -pthread -fvisibility=hidden -O2
Darktable Test: Boat - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.2.1 Test: Boat - Acceleration: CPU-only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 13.75 13.32 13.34 13.41
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4M 8M 12M 16M 20M SE +/- 237774.54, N = 3 SE +/- 76230.74, N = 3 SE +/- 97740.42, N = 3 SE +/- 72987.59, N = 3 19306833 19840743 19661267 19907586
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 23.03, N = 3 SE +/- 67.59, N = 3 SE +/- 46.59, N = 3 SE +/- 41.24, N = 3 10274 9972 9967 10048 1. (CXX) g++ options: -O3 -pthread
Sunflow Rendering System Global Illumination + Image Synthesis OpenBenchmarking.org Seconds, Fewer Is Better Sunflow Rendering System 0.07.2 Global Illumination + Image Synthesis Default Kernel Linux 5.10.4 Linux 5.11-rc1 0.356 0.712 1.068 1.424 1.78 SE +/- 0.014, N = 8 SE +/- 0.013, N = 3 SE +/- 0.022, N = 3 1.581 1.537 1.582 MIN: 1.38 / MAX: 2.33 MIN: 1.4 / MAX: 2.36 MIN: 1.4 / MAX: 2.3
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.1213 0.2426 0.3639 0.4852 0.6065 SE +/- 0.005, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 0.524 0.539 0.535 0.526 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
WireGuard + Linux Networking Stack Stress Test OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 70 140 210 280 350 SE +/- 1.15, N = 3 SE +/- 3.52, N = 3 SE +/- 0.88, N = 3 SE +/- 1.73, N = 3 300.19 308.47 308.38 308.78
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 6 12 18 24 30 SE +/- 0.22, N = 8 SE +/- 0.14, N = 20 SE +/- 0.16, N = 20 26.47 25.74 25.99
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 17.00 17.38 17.41 16.94 MIN: 16.89 MIN: 17.2 MIN: 17.33 MIN: 16.86 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
libavif avifenc Encoder Speed: 2 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.08, N = 3 SE +/- 0.50, N = 3 SE +/- 0.18, N = 3 SE +/- 0.51, N = 3 76.65 74.66 75.06 74.96 1. (CXX) g++ options: -O3 -fPIC
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: rotate Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 15.41 15.28 15.10 15.02
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 140 280 420 560 700 SE +/- 3.40, N = 3 SE +/- 8.16, N = 3 SE +/- 7.06, N = 3 SE +/- 7.53, N = 3 631.8 641.4 625.3 630.7 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
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0448, N = 3 SE +/- 0.0788, N = 3 SE +/- 0.0259, N = 3 SE +/- 0.0205, N = 3 7.9759 8.1739 8.1022 8.1085 MIN: 7.86 / MAX: 8.15 MIN: 8.02 / MAX: 8.44 MIN: 8.03 / MAX: 8.26 MIN: 8.04 / MAX: 8.26
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Fishy Cat - Compute: CPU-Only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 70 140 210 280 350 SE +/- 0.28, N = 3 SE +/- 0.38, N = 3 SE +/- 0.76, N = 3 SE +/- 3.95, N = 3 329.39 325.24 326.50 332.92
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Default Kernel Linux 5.10.4 Linux 5.11-rc1 300 600 900 1200 1500 1248 1277 1269
Basis Universal Settings: UASTC Level 2 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 10 20 30 40 50 SE +/- 0.11, N = 3 SE +/- 0.01, N = 3 SE +/- 0.14, N = 3 SE +/- 0.12, N = 3 43.98 43.09 43.28 44.09 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Polyhedron Fortran Benchmarks Benchmark: channel2 OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: channel2 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 13 26 39 52 65 59.51 58.21 58.21 58.66
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 22.5 22.9 23.0 22.8 1. (CC) gcc options: -O3 -pthread -lz
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: BMW27 - Compute: CPU-Only Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 50 100 150 200 250 SE +/- 2.78, N = 4 SE +/- 0.81, N = 3 SE +/- 1.16, N = 3 SE +/- 2.48, N = 3 237.53 232.46 236.57 236.74
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 50 100 150 200 250 SE +/- 1.02, N = 3 SE +/- 1.49, N = 3 SE +/- 0.84, N = 3 SE +/- 3.18, N = 3 232.99 231.01 231.54 235.53
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 1 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.0587 0.1174 0.1761 0.2348 0.2935 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.256 0.261 0.259 0.260
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0587, N = 3 SE +/- 0.0471, N = 3 SE +/- 0.0326, N = 3 SE +/- 0.0138, N = 3 7.3312 7.3497 7.4224 7.4723 MIN: 7.18 / MAX: 7.52 MIN: 7.23 / MAX: 7.53 MIN: 7.34 / MAX: 7.57 MIN: 7.41 / MAX: 7.58
Polyhedron Fortran Benchmarks Benchmark: linpk OpenBenchmarking.org Seconds, Fewer Is Better Polyhedron Fortran Benchmarks Benchmark: linpk Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1.0823 2.1646 3.2469 4.3292 5.4115 4.81 4.73 4.72 4.74
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 600 1200 1800 2400 3000 SE +/- 14.17, N = 3 SE +/- 7.47, N = 3 SE +/- 6.18, N = 3 SE +/- 10.95, N = 3 2849.0 2838.6 2872.0 2890.8 1. (CC) gcc options: -O3 -pthread -lz
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 5 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.1753 0.3506 0.5259 0.7012 0.8765 SE +/- 0.001, N = 3 SE +/- 0.005, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.765 0.779 0.774 0.774
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.3058 0.6116 0.9174 1.2232 1.529 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 1.335 1.354 1.359 1.351
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0323, N = 3 SE +/- 0.0390, N = 3 SE +/- 0.0114, N = 3 SE +/- 0.0259, N = 3 6.7689 6.7934 6.8458 6.8898 MIN: 6.67 / MAX: 6.9 MIN: 6.68 / MAX: 6.95 MIN: 6.79 / MAX: 6.96 MIN: 6.81 / MAX: 7.02
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 200 400 600 800 1000 SE +/- 7.08, N = 3 SE +/- 2.23, N = 3 SE +/- 9.60, N = 3 SE +/- 4.27, N = 3 944.3 960.5 947.3 950.4 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
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0725, N = 3 SE +/- 0.0500, N = 3 SE +/- 0.0404, N = 3 SE +/- 0.0620, N = 3 8.3970 8.5188 8.3775 8.4771 MIN: 8.23 / MAX: 8.61 MIN: 8.4 / MAX: 8.7 MIN: 8.3 / MAX: 8.55 MIN: 8.36 / MAX: 8.66
Redis Test: LPUSH OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPUSH Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 200K 400K 600K 800K 1000K SE +/- 9875.40, N = 15 SE +/- 14750.43, N = 3 SE +/- 11649.30, N = 3 SE +/- 11026.36, N = 3 1065654.10 1049901.52 1053853.02 1048315.48 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 200 400 600 800 1000 SE +/- 0.27, N = 3 SE +/- 0.82, N = 3 SE +/- 1.15, N = 3 SE +/- 2.06, N = 3 867.81 855.36 857.23 865.69 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 10 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.5285 1.057 1.5855 2.114 2.6425 SE +/- 0.007, N = 3 SE +/- 0.002, N = 3 SE +/- 0.019, N = 3 SE +/- 0.008, N = 3 2.349 2.316 2.347 2.318
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.6451 1.2902 1.9353 2.5804 3.2255 SE +/- 0.004, N = 3 SE +/- 0.003, N = 3 SE +/- 0.028, N = 3 SE +/- 0.008, N = 3 2.828 2.867 2.843 2.856
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester Default Kernel Linux 5.10.4 Linux 5.11-rc1 60 120 180 240 300 287.58 291.47 289.58
LZ4 Compression Compression Level: 9 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Decompression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 8.31, N = 3 SE +/- 8.68, N = 3 SE +/- 13.60, N = 3 SE +/- 7.83, N = 3 7828.5 7895.5 7920.9 7932.8 1. (CC) gcc options: -O3
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 30 60 90 120 150 SE +/- 0.91, N = 3 SE +/- 0.92, N = 3 SE +/- 0.86, N = 3 SE +/- 1.47, N = 3 131.32 129.83 129.68 131.30
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 10.0 Time To Compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 200 400 600 800 1000 SE +/- 0.68, N = 3 SE +/- 0.83, N = 3 SE +/- 3.21, N = 3 SE +/- 3.69, N = 3 1057.63 1044.46 1050.45 1048.01
LZ4 Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Decompression Speed Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2K 4K 6K 8K 10K SE +/- 5.10, N = 3 SE +/- 14.26, N = 3 SE +/- 16.93, N = 3 SE +/- 17.28, N = 3 7835.5 7899.3 7906.8 7931.7 1. (CC) gcc options: -O3
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 82.39 81.48 81.62 82.47 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score Default Kernel Linux 5.10.4 Linux 5.11-rc1 130 260 390 520 650 581 588 584
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0127, N = 3 SE +/- 0.0234, N = 3 SE +/- 0.0090, N = 3 SE +/- 0.0131, N = 3 7.8014 7.8722 7.8824 7.8440 MIN: 7.74 / MAX: 7.91 MIN: 7.8 / MAX: 7.98 MIN: 7.84 / MAX: 7.97 MIN: 7.79 / MAX: 7.94
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 13.34 13.24 13.21 13.25 MIN: 12.96 MIN: 12.87 MIN: 12.85 MIN: 12.91 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily Default Kernel Linux 5.10.4 Linux 5.11-rc1 120 240 360 480 600 539.96 535.01 536.84
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 2 4 6 8 10 SE +/- 0.0139, N = 3 SE +/- 0.0051, N = 3 SE +/- 0.0109, N = 3 SE +/- 0.0310, N = 3 7.2063 7.2702 7.2554 7.2170 MIN: 7.15 / MAX: 7.3 MIN: 7.24 / MAX: 7.35 MIN: 7.21 / MAX: 7.32 MIN: 7.14 / MAX: 7.33
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 6 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.2313 0.4626 0.6939 0.9252 1.1565 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.003, N = 3 SE +/- 0.004, N = 3 1.022 1.020 1.028 1.028
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: DistinctUserID Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.1035 0.207 0.3105 0.414 0.5175 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.46 0.46 0.46 0.46 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: PartialTweets Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.1013 0.2026 0.3039 0.4052 0.5065 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.45 0.45 0.45 0.45 1. (CXX) g++ options: -O3 -pthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 11 22 33 44 55 SE +/- 0.25, N = 3 SE +/- 0.51, N = 3 SE +/- 1.73, N = 3 SE +/- 2.13, N = 3 50.06 42.46 41.05 41.08 MIN: 40.36 / MAX: 77.16 MIN: 36.31 / MAX: 45.38 MIN: 36.21 / MAX: 43.53 MIN: 36.4 / MAX: 46.52 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 6 12 18 24 30 SE +/- 0.42, N = 3 SE +/- 0.83, N = 3 SE +/- 0.86, N = 3 SE +/- 0.59, N = 3 26.05 20.92 19.90 21.15 MIN: 20.5 / MAX: 71.2 MIN: 19.02 / MAX: 53.8 MIN: 18.96 / MAX: 22.28 MIN: 18.95 / MAX: 39.89 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 11 22 33 44 55 SE +/- 0.08, N = 3 SE +/- 0.49, N = 15 SE +/- 0.01, N = 3 SE +/- 0.71, N = 15 49.92 41.80 43.19 42.14 MIN: 41.04 / MAX: 67.32 MIN: 36.06 / MAX: 63.79 MIN: 41.97 / MAX: 48.03 MIN: 36.09 / MAX: 50.32 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 7 14 21 28 35 SE +/- 0.18, N = 3 SE +/- 0.32, N = 15 SE +/- 0.11, N = 3 SE +/- 3.71, N = 15 31.77 25.83 26.29 29.94 MIN: 23.25 / MAX: 69.93 MIN: 22.76 / MAX: 58.24 MIN: 23.04 / MAX: 29.98 MIN: 22.88 / MAX: 495.88 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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 0.8123 1.6246 2.4369 3.2492 4.0615 SE +/- 0.14, N = 3 SE +/- 0.03, N = 15 SE +/- 0.04, N = 3 SE +/- 0.04, N = 15 3.61 3.38 3.47 3.46 MIN: 3.17 / MAX: 16.8 MIN: 3.16 / MAX: 4.51 MIN: 3.37 / MAX: 4.01 MIN: 3.25 / MAX: 85.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 4.2.2 Time To Compile Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.17, N = 3 SE +/- 1.57, N = 15 85.71 83.81 83.88 92.26
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 Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 4 8 12 16 20 SE +/- 0.41, N = 15 SE +/- 0.30, N = 15 SE +/- 0.33, N = 15 SE +/- 0.33, N = 15 14.78 14.31 14.45 14.35 MIN: 12.9 MIN: 13 MIN: 12.95 MIN: 12.92 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein Default Kernel Linux 5.10.4 Linux 5.11-rc1 Extra Run 1.0715 2.143 3.2145 4.286 5.3575 SE +/- 0.098, N = 15 SE +/- 0.014, N = 3 SE +/- 0.012, N = 3 SE +/- 0.027, N = 3 4.311 4.720 4.762 4.666 1. (CXX) g++ options: -O3 -pthread -lm
Phoronix Test Suite v10.8.4