Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks Benchmarks for a future article. 2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2105188-IB-2105170IB02 .
Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Compiler File-System Screen Resolution Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads) Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) Intel Device 0998 504GB 800GB INTEL SSDPF21Q800GB ASPEED VE228 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP Ubuntu 21.04 5.11.0-17-generic (x86_64) GNOME Shell 3.38.4 X Server GCC 10.3.0 ext4 1920x1080 Ubuntu 20.10 5.8.0-53-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 GCC 10.2.0 Ubuntu 20.04 GNOME Shell 3.36.7 GCC 9.3.0 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/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-build-config=bootstrap-lto-lean --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 - Ubuntu 20.10: --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 - Ubuntu 20.04.2 LTS: --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 Disk Details - NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270 Java Details - Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2) - Ubuntu 20.10: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.10) - Ubuntu 20.04.2 LTS: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04) Python Details - Ubuntu 21.04: Python 3.9.4 - Ubuntu 20.10: Python 3.8.6 - Ubuntu 20.04.2 LTS: Python 3.8.5 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks blogbench: Read blogbench: Write wireguard: hpcg: npb: EP.C npb: LU.C rodinia: OpenMP LavaMD rodinia: OpenMP HotSpot3D rodinia: OpenMP Leukocyte rodinia: OpenMP Streamcluster namd: ATPase Simulation - 327,506 Atoms neat: toybrot: OpenMP toybrot: C++ Tasks toybrot: C++ Threads mrbayes: Primate Phylogeny Analysis nwchem: C240 Buckyball incompact3d: X3D-benchmarking input.i3d incompact3d: input.i3d 193 Cells Per Direction openfoam: Motorbike 30M openfoam: Motorbike 60M relion: Basic - CPU lammps: 20k Atoms lammps: Rhodopsin Protein libgav1: Summer Nature 4K chia-vdf: Square Plain C++ chia-vdf: Square Assembly Optimized java-gradle-perf: Reactor dacapobench: H2 dacapobench: Jython dacapobench: Tradebeans compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed srslte: OFDM_Test srslte: PHY_DL_Test srslte: PHY_DL_Test john-the-ripper: Blowfish john-the-ripper: MD5 ospray: San Miguel - SciVis ospray: XFrog Forest - SciVis ospray: San Miguel - Path Tracer ospray: NASA Streamlines - SciVis ospray: XFrog Forest - Path Tracer ospray: Magnetic Reconnection - SciVis ospray: NASA Streamlines - Path Tracer aom-av1: Speed 6 Realtime - Bosphorus 4K aom-av1: Speed 6 Two-Pass - Bosphorus 4K aom-av1: Speed 8 Realtime - Bosphorus 4K aom-av1: Speed 9 Realtime - Bosphorus 4K embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer ISPC - Asian Dragon kvazaar: Bosphorus 4K - Medium kvazaar: Bosphorus 1080p - Medium kvazaar: Bosphorus 4K - Very Fast kvazaar: Bosphorus 4K - Ultra Fast kvazaar: Bosphorus 1080p - Very Fast svt-av1: Preset 8 - Bosphorus 4K svt-hevc: 1 - Bosphorus 1080p svt-hevc: 7 - Bosphorus 1080p svt-hevc: 10 - Bosphorus 1080p svt-vp9: VMAF Optimized - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p svt-vp9: Visual Quality Optimized - Bosphorus 1080p x265: Bosphorus 4K x265: Bosphorus 1080p oidn: Memorial openvkl: vklBenchmark openvkl: vklBenchmarkVdbVolume openvkl: vklBenchmarkUnstructuredVolume coremark: CoreMark Size 666 - Iterations Per Second stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth swet: Average pjsip: INVITE pjsip: OPTIONS, Stateful pjsip: OPTIONS, Stateless avifenc: 6 avifenc: 10 avifenc: 6, Lossless avifenc: 10, Lossless build-apache: Time To Compile build-godot: Time To Compile build-linux-kernel: Time To Compile build-llvm: Ninja build-llvm: Unix Makefiles build-mplayer: Time To Compile build-nodejs: Time To Compile build-php: Time To Compile build2: Time To Compile povray: Trace Time tungsten: Hair tungsten: Water Caustic tungsten: Non-Exponential tungsten: Volumetric Caustic yafaray: Total Time For Sample Scene onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 3D - f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU onednn: IP Shapes 3D - u8s8f32 - CPU onednn: IP Shapes 1D - bf16bf16bf16 - CPU onednn: IP Shapes 3D - bf16bf16bf16 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPU onednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU build-erlang: Time To Compile build-wasmer: Time To Compile helsing: 14 digit aircrack-ng: cpuminer-opt: Magi cpuminer-opt: x25x cpuminer-opt: Deepcoin cpuminer-opt: Blake-2 S cpuminer-opt: Garlicoin cpuminer-opt: Skeincoin cpuminer-opt: Quad SHA-256, Pyrite cpuminer-opt: Triple SHA-256, Onecoin securemark: SecureMark-TLS node-web-tooling: liquid-dsp: 16 - 256 - 57 liquid-dsp: 32 - 256 - 57 liquid-dsp: 64 - 256 - 57 liquid-dsp: 128 - 256 - 57 liquid-dsp: 160 - 256 - 57 keydb: tensorflow-lite: SqueezeNet tensorflow-lite: Inception V4 tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant tensorflow-lite: Inception ResNet V2 pgbench: 100 - 250 - Read Only pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 250 - Read Write pgbench: 100 - 250 - Read Write - Average Latency wrf: conus 2.5km tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 sysbench: RAM / Memory sysbench: CPU cassandra: Writes blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Barbershop - CPU-Only blender: Pabellon Barcelona - CPU-Only onnx: yolov4 - OpenMP CPU onnx: bertsquad-10 - OpenMP CPU onnx: fcn-resnet101-11 - OpenMP CPU onnx: shufflenet-v2-10 - OpenMP CPU onnx: super-resolution-10 - OpenMP CPU pybench: Total For Average Test Times phpbench: PHP Benchmark Suite compress-zstd: 3 - Compression Speed compress-zstd: 3 - Decompression Speed compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 3, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed gromacs: MPI CPU - water_GMX50_bare srsran: OFDM_Test srsran: PHY_DL_Test srsran: PHY_DL_Test compress-zstd: 3, Long Mode - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2253810 60768 681.119 39.8231 6259.88 187807.08 40.406 105.650 62.044 7.696 0.27128 45.569 7438 8015 7118 170.019 1875.8 291.993968 11.3305505 15.05 105.35 348.838 35.725 23.866 19.39 138967 147240 366.363 10740 5320 16729 82.3 2727.6 47.2 2719.4 121500000 210.9 86.6 118366 10077667 90.91 18.87 10.42 125 10.38 109.63 27.78 7.36 4.05 16.97 23.59 64.3015 67.0395 81.2911 106.6858 6.90 25.42 13.38 22.78 49.20 29.809 29.57 172.02 260.88 210.15 204.86 170.47 12.92 28.33 57.59 669 21915837 1776457 2347453.567360 180493580 172711481 639155887 2531 3815 40082 15.383 5.050 36.764 8.522 35.187 75.951 24.813 129.152 198.538 10.109 102.136 40.207 70.057 9.476 6.52538 31.2739 5.23912 13.4481 86.283 0.945450 1.37903 1.25869 0.445171 3.03516 1.82051 1.41084 28.7517 0.846330 0.924756 0.362841 0.193198 672.646 437.866 684.271 2.10597 3.27051 439.677 0.256555 671.541 437.972 0.231483 0.615331 180.485 44.607 82.465 211170.458 2735.74 2221.97 29191 1395127 29473 277683 317291 422680 230272 10.79 826756667 1631166667 3044966667 3290766667 3080633333 524178.09 47808.3 687019 81319.3 41555.1 43074.5 569303 946634 0.266 28712 8.739 9903.05 443.547 366.729 12176.80 213870.87 106863 29.61 72.28 45.72 108.31 88.36 479 500 193 8217 6967 995 715587 6148.4 2985.6 2096.7 3073.3 82.2 2615.9 266.9 300.2 3283.9 46.0 2708.5 9.004 120766667 206.8 85.1 2245366 62517 657.468 39.6266 5881.04 188751.17 39.838 104.849 85.284 8.563 0.28452 55.921 7806 7963 7165 171.388 1873.7 299.195353 11.8795649 15.01 104.92 348.747 35.506 21.646 19.20 139033 147100 401.780 11377 5614 17609 81.7 2713.8 45.1 2736.3 120333333 207.6 84.4 111351 9267667 90.91 18.87 10.42 125 10.31 111.11 27.78 7.34 3.89 17.02 23.69 64.4236 66.1552 80.2191 101.8558 6.93 25.26 13.20 22.74 48.57 27.160 28.63 161.78 237.32 201.11 198.24 164.77 12.66 28.26 50.81 604 22032745 1493294 2316974.822459 177624409 167218420 627367473 1866 3716 40166 15.356 5.855 38.676 9.451 37.074 76.879 26.529 144.787 226.852 11.098 108.602 44.011 74.317 9.365 6.75881 31.1264 5.25085 13.7613 83.265 1.018895 1.54442 1.40323 0.471052 3.30961 1.96166 1.57954 35.4561 0.902751 1.03102 0.386794 0.206919 732.235 468.050 730.825 2.27008 3.50505 506.972 0.270802 754.982 472.245 0.247260 0.659638 183.275 68.800 83.525 211559.000 2731.13 2253.80 28568 1360453 26183 268467 322628 402686 226588 10.37 812776667 1569933333 2157125000 3292133333 3086966667 355593.18 66836.4 892083 157434 55489.8 58977.6 725870 927066 0.271 20742 12.100 9897.119 606.052 366.201 12184.78 213970.43 104506 29.56 72.53 46.91 109.65 89.25 356 435 161 7470 5673 984 717063 4516.9 2969.1 2004.3 3022.1 81.8 2607.2 265.2 297.4 3235.7 41.0 2685.6 8.851 121300000 205.4 85.3 3131.9 2224145 63062 674.971 39.9669 6011.42 189606.14 39.522 104.315 60.933 8.012 0.27083 7328 7871 7173 178.773 1825 319.487874 11.7113234 14.96 104.77 348.604 36.300 22.084 19.31 139400 143600 382.988 11235 5518 18060 84.0 2740.7 43.6 2782.7 120733333 212.7 88.6 116803 10277000 90.91 18.87 10.42 125 10.38 110.19 27.78 7.41 3.89 16.75 22.82 65.0249 66.8866 82.6069 106.1435 6.93 25.66 13.33 23.16 49.09 28.139 29.14 157.78 234.92 190.48 196.97 159.10 12.58 28.50 49.87 661 22077090 1737714 2261054.029261 173250319 171613950 579234165 1840 3597 40954 15.501 5.361 38.524 8.967 35.987 74.310 25.960 138.523 216.231 10.618 104.250 40.723 66.330 9.451 6.45646 32.4833 5.16631 13.8745 76.817 0.942653 1.37432 1.30999 0.432599 3.01186 1.80328 1.39626 32.6500 0.850400 0.903312 0.353757 0.190921 671.557 431.304 667.646 2.10694 3.47588 433.741 0.249170 678.041 433.426 0.218363 0.602936 175.896 67.845 82.638 2650.50 2440.72 28282 1414359 26198 270519 333611 405578 225195 10.94 832983333 1653866667 2208933333 3316633333 3106666667 421171.59 48816.5 716517 90927.9 45998.8 46915.5 576988 954214 0.263 21161 11.858 13913.625 374.203 367.799 12252.73 214228.62 103051 29.54 71.92 46.11 109.07 88.16 509 485 193 8389 6677 982 726623 4576.8 2947.3 2128.7 2954.1 83.0 2576.5 259.1 287.2 3251.5 44.8 2695.5 8.884 121200000 203.3 85.7 3131.1 OpenBenchmarking.org
BlogBench Test: Read OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Read Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 500K 1000K 1500K 2000K 2500K SE +/- 30037.66, N = 3 SE +/- 19991.91, N = 3 SE +/- 21799.22, N = 9 2253810 2245366 2224145 1. (CC) gcc options: -O2 -pthread
BlogBench Test: Write OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Write Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 14K 28K 42K 56K 70K SE +/- 717.36, N = 3 SE +/- 419.01, N = 3 SE +/- 770.50, N = 3 60768 62517 63062 1. (CC) gcc options: -O2 -pthread
WireGuard + Linux Networking Stack Stress Test OpenBenchmarking.org Seconds, Fewer Is Better WireGuard + Linux Networking Stack Stress Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 150 300 450 600 750 SE +/- 8.55, N = 3 SE +/- 7.37, N = 3 SE +/- 7.42, N = 3 681.12 657.47 674.97
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.19, N = 3 39.82 39.63 39.97 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: EP.C Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1300 2600 3900 5200 6500 SE +/- 51.84, N = 15 SE +/- 92.04, N = 15 SE +/- 81.23, N = 15 6259.88 5881.04 6011.42 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.10: Open MPI 4.0.3 4. Ubuntu 20.04.2 LTS: Open MPI 4.0.3
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40K 80K 120K 160K 200K SE +/- 419.66, N = 3 SE +/- 579.11, N = 3 SE +/- 1295.33, N = 3 187807.08 188751.17 189606.14 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.10: Open MPI 4.0.3 4. Ubuntu 20.04.2 LTS: Open MPI 4.0.3
Rodinia Test: OpenMP LavaMD OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP LavaMD Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 9 18 27 36 45 SE +/- 0.15, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 40.41 39.84 39.52 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP HotSpot3D OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP HotSpot3D Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.57, N = 3 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 105.65 104.85 104.32 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Leukocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Leukocyte Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.67, N = 3 SE +/- 0.59, N = 3 SE +/- 1.30, N = 15 62.04 85.28 60.93 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Streamcluster OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Streamcluster Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2 4 6 8 10 SE +/- 0.081, N = 3 SE +/- 0.089, N = 3 SE +/- 0.145, N = 15 7.696 8.563 8.012 1. (CXX) g++ options: -O2 -lOpenCL
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.064 0.128 0.192 0.256 0.32 SE +/- 0.00049, N = 3 SE +/- 0.00359, N = 3 SE +/- 0.00044, N = 3 0.27128 0.28452 0.27083
Nebular Empirical Analysis Tool OpenBenchmarking.org Seconds, Fewer Is Better Nebular Empirical Analysis Tool 2.3 Ubuntu 21.04 Ubuntu 20.10 13 26 39 52 65 SE +/- 0.19, N = 3 SE +/- 0.44, N = 3 45.57 55.92 1. (F9X) gfortran options: -O3 -cpp -ffree-line-length-0 -Jsource/ -fopenmp -fno-backtrace -lcfitsio
toyBrot Fractal Generator Implementation: OpenMP OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator 2020-11-18 Implementation: OpenMP Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2K 4K 6K 8K 10K SE +/- 105.33, N = 3 SE +/- 108.03, N = 3 SE +/- 81.17, N = 4 7438 7806 7328 1. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
toyBrot Fractal Generator Implementation: C++ Tasks OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator 2020-11-18 Implementation: C++ Tasks Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2K 4K 6K 8K 10K SE +/- 77.75, N = 6 SE +/- 78.83, N = 6 SE +/- 99.62, N = 3 8015 7963 7871 1. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
toyBrot Fractal Generator Implementation: C++ Threads OpenBenchmarking.org ms, Fewer Is Better toyBrot Fractal Generator 2020-11-18 Implementation: C++ Threads Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1500 3000 4500 6000 7500 SE +/- 85.39, N = 4 SE +/- 61.67, N = 3 SE +/- 77.87, N = 4 7118 7165 7173 1. (CXX) g++ options: -O3 -lpthread -lm -lgcc -lgcc_s -lc
Timed MrBayes Analysis Primate Phylogeny Analysis OpenBenchmarking.org Seconds, Fewer Is Better Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 0.83, N = 3 SE +/- 0.41, N = 3 SE +/- 0.79, N = 3 170.02 171.39 178.77 1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
NWChem Input: C240 Buckyball OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 400 800 1200 1600 2000 1875.8 1873.7 1825.0 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lz 1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lm -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2
Xcompact3d Incompact3d Input: X3D-benchmarking input.i3d OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 70 140 210 280 350 SE +/- 1.18, N = 3 SE +/- 1.73, N = 3 SE +/- 3.10, N = 3 291.99 299.20 319.49 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
Xcompact3d Incompact3d Input: input.i3d 193 Cells Per Direction OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 11.33 11.88 11.71 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenFOAM Input: Motorbike 30M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 30M Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 15.05 15.01 14.96 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm
OpenFOAM Input: Motorbike 60M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 60M Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.46, N = 3 SE +/- 0.07, N = 3 SE +/- 0.16, N = 3 105.35 104.92 104.77 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm
RELION Test: Basic - Device: CPU OpenBenchmarking.org Seconds, Fewer Is Better RELION 3.1.1 Test: Basic - Device: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 80 160 240 320 400 SE +/- 1.61, N = 3 SE +/- 0.44, N = 3 SE +/- 0.74, N = 3 348.84 348.75 348.60 1. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi
LAMMPS Molecular Dynamics Simulator Model: 20k Atoms OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: 20k Atoms Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 8 16 24 32 40 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 35.73 35.51 36.30 1. (CXX) g++ options: -O3 -pthread -lm
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.26, N = 15 SE +/- 0.64, N = 12 23.87 21.65 22.08 1. (CXX) g++ options: -O3 -pthread -lm
libgav1 Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better libgav1 0.16.3 Video Input: Summer Nature 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 19.39 19.20 19.31 1. (CXX) g++ options: -O3 -lpthread -lrt
Chia Blockchain VDF Test: Square Plain C++ OpenBenchmarking.org IPS, More Is Better Chia Blockchain VDF 1.0.1 Test: Square Plain C++ Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30K 60K 90K 120K 150K SE +/- 88.19, N = 3 SE +/- 484.19, N = 3 SE +/- 585.95, N = 3 138967 139033 139400 1. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
Chia Blockchain VDF Test: Square Assembly Optimized OpenBenchmarking.org IPS, More Is Better Chia Blockchain VDF 1.0.1 Test: Square Assembly Optimized Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30K 60K 90K 120K 150K SE +/- 1568.63, N = 5 SE +/- 900.00, N = 3 SE +/- 680.69, N = 3 147240 147100 143600 1. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
Java Gradle Build Gradle Build: Reactor OpenBenchmarking.org Seconds, Fewer Is Better Java Gradle Build Gradle Build: Reactor Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 90 180 270 360 450 SE +/- 5.06, N = 9 SE +/- 11.03, N = 9 SE +/- 10.71, N = 9 366.36 401.78 382.99
DaCapo Benchmark Java Test: H2 OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2K 4K 6K 8K 10K SE +/- 133.93, N = 4 SE +/- 129.08, N = 4 SE +/- 115.71, N = 20 10740 11377 11235
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1200 2400 3600 4800 6000 SE +/- 153.92, N = 20 SE +/- 174.19, N = 20 SE +/- 194.90, N = 20 5320 5614 5518
DaCapo Benchmark Java Test: Tradebeans OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 4K 8K 12K 16K 20K SE +/- 82.67, N = 4 SE +/- 203.85, N = 4 SE +/- 203.38, N = 4 16729 17609 18060
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.9 Compression Level: 19 - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.81, N = 3 SE +/- 0.92, N = 4 SE +/- 0.68, N = 3 82.3 81.7 84.0 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.9 Compression Level: 19 - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 12.48, N = 3 SE +/- 15.59, N = 4 SE +/- 9.85, N = 3 2727.6 2713.8 2740.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.9 Compression Level: 19, Long Mode - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 11 22 33 44 55 SE +/- 0.33, N = 3 SE +/- 0.39, N = 15 SE +/- 0.39, N = 15 47.2 45.1 43.6 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.9 Compression Level: 19, Long Mode - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 1.06, N = 3 SE +/- 5.79, N = 15 SE +/- 5.43, N = 15 2719.4 2736.3 2782.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
srsLTE Test: OFDM_Test OpenBenchmarking.org Samples / Second, More Is Better srsLTE 20.10.1 Test: OFDM_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30M 60M 90M 120M 150M SE +/- 650640.71, N = 3 SE +/- 260341.66, N = 3 SE +/- 176383.42, N = 3 121500000 120333333 120733333 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
srsLTE Test: PHY_DL_Test OpenBenchmarking.org eNb Mb/s, More Is Better srsLTE 20.10.1 Test: PHY_DL_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50 100 150 200 250 SE +/- 0.84, N = 3 SE +/- 1.35, N = 3 SE +/- 0.18, N = 3 210.9 207.6 212.7 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
srsLTE Test: PHY_DL_Test OpenBenchmarking.org UE Mb/s, More Is Better srsLTE 20.10.1 Test: PHY_DL_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 0.90, N = 3 SE +/- 0.13, N = 3 86.6 84.4 88.6 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lmbedcrypto -lconfig++ -lsctp -lbladeRF -lm -lfftw3f
John The Ripper Test: Blowfish OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: Blowfish Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30K 60K 90K 120K 150K SE +/- 160.48, N = 3 SE +/- 877.45, N = 3 SE +/- 277.78, N = 3 118366 111351 116803 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
John The Ripper Test: MD5 OpenBenchmarking.org Real C/S, More Is Better John The Ripper 1.9.0-jumbo-1 Test: MD5 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2M 4M 6M 8M 10M SE +/- 137751.39, N = 3 SE +/- 118341.78, N = 3 SE +/- 7549.83, N = 3 10077667 9267667 10277000 1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 90.91 90.91 90.91 MIN: 55.56 / MAX: 100 MIN: 43.48 / MAX: 100 MIN: 55.56 / MAX: 100
OSPray Demo: XFrog Forest - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 18.87 18.87 18.87 MIN: 13.33 / MAX: 19.23 MIN: 12.05 / MAX: 19.23 MIN: 12.82 / MAX: 19.23
OSPray Demo: San Miguel - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 10.42 10.42 10.42 MIN: 7.87 / MAX: 10.64 MIN: 7.25 / MAX: 10.53 MIN: 7.94 / MAX: 10.53
OSPray Demo: NASA Streamlines - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30 60 90 120 150 125 125 125 MIN: 31.25 / MAX: 142.86 MIN: 28.57 / MAX: 142.86 MIN: 33.33 / MAX: 142.86
OSPray Demo: XFrog Forest - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 10.38 10.31 10.38 MIN: 7.58 / MAX: 10.75 MIN: 7.46 / MAX: 10.75 MIN: 9.17 / MAX: 10.53
OSPray Demo: Magnetic Reconnection - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 1.01, N = 15 SE +/- 0.00, N = 3 SE +/- 0.93, N = 12 109.63 111.11 110.19 MIN: 20.83 / MAX: 125 MIN: 23.26 MIN: 21.74 / MAX: 111.11
OSPray Demo: NASA Streamlines - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 27.78 27.78 27.78 MIN: 17.24 / MAX: 29.41 MIN: 16.67 / MAX: 29.41 MIN: 16.67 / MAX: 29.41
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 7.36 7.34 7.41 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.9113 1.8226 2.7339 3.6452 4.5565 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 4.05 3.89 3.89 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.17, N = 3 SE +/- 0.12, N = 3 16.97 17.02 16.75 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6 12 18 24 30 SE +/- 0.28, N = 3 SE +/- 0.15, N = 3 SE +/- 0.23, N = 5 23.59 23.69 22.82 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Crown Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 15 30 45 60 75 SE +/- 0.70, N = 3 SE +/- 0.77, N = 3 SE +/- 0.74, N = 3 64.30 64.42 65.02 MIN: 55.83 / MAX: 81.77 MIN: 56.4 / MAX: 82.25 MIN: 57.31 / MAX: 81.55
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 15 30 45 60 75 SE +/- 0.30, N = 3 SE +/- 0.47, N = 3 SE +/- 0.70, N = 3 67.04 66.16 66.89 MIN: 59.72 / MAX: 87.99 MIN: 57.81 / MAX: 87.38 MIN: 59.4 / MAX: 88.24
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Asian Dragon Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.58, N = 3 SE +/- 0.89, N = 5 SE +/- 0.68, N = 9 81.29 80.22 82.61 MIN: 67.06 / MAX: 91.79 MIN: 64.42 / MAX: 92.94 MIN: 67 / MAX: 93.51
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.84, N = 10 SE +/- 0.47, N = 3 SE +/- 0.91, N = 3 106.69 101.86 106.14 MIN: 85.33 / MAX: 112.78 MIN: 80.69 / MAX: 111.15 MIN: 84.21 / MAX: 111.87
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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 6.90 6.93 6.93 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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6 12 18 24 30 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 25.42 25.26 25.66 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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 13.38 13.20 13.33 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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6 12 18 24 30 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.24, N = 3 22.78 22.74 23.16 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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 11 22 33 44 55 SE +/- 0.45, N = 3 SE +/- 0.20, N = 3 SE +/- 0.46, N = 3 49.20 48.57 49.09 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 7 14 21 28 35 SE +/- 0.34, N = 3 SE +/- 0.37, N = 15 SE +/- 0.34, N = 15 29.81 27.16 28.14 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
SVT-HEVC Tuning: 1 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.18, N = 3 SE +/- 0.33, N = 3 29.57 28.63 29.14 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 1.72, N = 3 SE +/- 1.13, N = 3 SE +/- 1.68, N = 3 172.02 161.78 157.78 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 10 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 60 120 180 240 300 SE +/- 2.49, N = 3 SE +/- 2.36, N = 6 SE +/- 1.73, N = 3 260.88 237.32 234.92 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-VP9 Tuning: VMAF Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50 100 150 200 250 SE +/- 2.00, N = 15 SE +/- 2.23, N = 3 SE +/- 2.60, N = 3 210.15 201.11 190.48 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 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 2.00, N = 15 SE +/- 1.24, N = 3 SE +/- 1.73, N = 3 204.86 198.24 196.97 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
SVT-VP9 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 2.03, N = 3 SE +/- 0.47, N = 3 SE +/- 1.88, N = 4 170.47 164.77 159.10 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 12.92 12.66 12.58 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 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 7 14 21 28 35 SE +/- 0.34, N = 3 SE +/- 0.29, N = 5 SE +/- 0.25, N = 3 28.33 28.26 28.50 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
Intel Open Image Denoise Scene: Memorial OpenBenchmarking.org Images / Sec, More Is Better Intel Open Image Denoise 1.2.0 Scene: Memorial Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 13 26 39 52 65 SE +/- 2.57, N = 12 SE +/- 2.62, N = 12 SE +/- 2.40, N = 12 57.59 50.81 49.87
OpenVKL Benchmark: vklBenchmark OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmark Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 140 280 420 560 700 SE +/- 2.40, N = 3 SE +/- 7.42, N = 3 SE +/- 5.81, N = 3 669 604 661 MIN: 1 / MAX: 2821 MIN: 1 / MAX: 2606 MIN: 1 / MAX: 2845
OpenVKL Benchmark: vklBenchmarkVdbVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkVdbVolume Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 5M 10M 15M 20M 25M SE +/- 58341.71, N = 3 SE +/- 181382.68, N = 3 SE +/- 187763.97, N = 3 21915837 22032745 22077090 MIN: 1062215 / MAX: 153704880 MIN: 1023660 / MAX: 161438904 MIN: 1030467 / MAX: 169859376
OpenVKL Benchmark: vklBenchmarkUnstructuredVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkUnstructuredVolume Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 400K 800K 1200K 1600K 2000K SE +/- 7183.20, N = 3 SE +/- 5996.30, N = 3 SE +/- 17974.50, N = 3 1776457 1493294 1737714 MIN: 24424 / MAX: 5906521 MIN: 18361 / MAX: 5191710 MIN: 21419 / MAX: 5849413
Coremark CoreMark Size 666 - Iterations Per Second OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 500K 1000K 1500K 2000K 2500K SE +/- 2872.35, N = 3 SE +/- 3242.58, N = 3 SE +/- 24473.66, N = 5 2347453.57 2316974.82 2261054.03 1. (CC) gcc options: -O2 -lrt" -lrt
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 13 Total Time Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40M 80M 120M 160M 200M SE +/- 2129761.70, N = 15 SE +/- 1600302.62, N = 3 SE +/- 1908422.73, N = 4 180493580 177624409 173250319 1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40M 80M 120M 160M 200M SE +/- 1805964.50, N = 3 SE +/- 748824.48, N = 3 SE +/- 3374554.91, N = 12 172711481 167218420 171613950
Swet Average OpenBenchmarking.org Operations Per Second, More Is Better Swet 1.5.16 Average Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 140M 280M 420M 560M 700M SE +/- 1889606.21, N = 3 SE +/- 7650995.20, N = 3 SE +/- 7221883.45, N = 15 639155887 627367473 579234165 1. (CC) gcc options: -lm -lpthread -lcurses -lrt
PJSIP Method: INVITE OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: INVITE Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 500 1000 1500 2000 2500 SE +/- 22.31, N = 15 SE +/- 14.40, N = 10 SE +/- 14.31, N = 3 2531 1866 1840 1. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
PJSIP Method: OPTIONS, Stateful OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: OPTIONS, Stateful Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 800 1600 2400 3200 4000 SE +/- 6.89, N = 3 SE +/- 7.67, N = 3 SE +/- 13.59, N = 3 3815 3716 3597 1. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
PJSIP Method: OPTIONS, Stateless OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: OPTIONS, Stateless Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 9K 18K 27K 36K 45K SE +/- 533.56, N = 3 SE +/- 217.12, N = 3 SE +/- 352.27, N = 3 40082 40166 40954 1. (CC) gcc options: -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2
libavif avifenc Encoder Speed: 6 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.9.0 Encoder Speed: 6 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 4 8 12 16 20 SE +/- 0.19, N = 4 SE +/- 0.11, N = 3 SE +/- 0.14, N = 15 15.38 15.36 15.50 1. (CXX) g++ options: -O3 -fPIC -lm
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.9.0 Encoder Speed: 10 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1.3174 2.6348 3.9522 5.2696 6.587 SE +/- 0.074, N = 15 SE +/- 0.084, N = 15 SE +/- 0.099, N = 15 5.050 5.855 5.361 1. (CXX) g++ options: -O3 -fPIC -lm
libavif avifenc Encoder Speed: 6, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.9.0 Encoder Speed: 6, Lossless Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 9 18 27 36 45 SE +/- 0.47, N = 3 SE +/- 0.05, N = 3 SE +/- 0.38, N = 3 36.76 38.68 38.52 1. (CXX) g++ options: -O3 -fPIC -lm
libavif avifenc Encoder Speed: 10, Lossless OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.9.0 Encoder Speed: 10, Lossless Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.146, N = 15 SE +/- 0.088, N = 7 SE +/- 0.118, N = 12 8.522 9.451 8.967 1. (CXX) g++ options: -O3 -fPIC -lm
Timed Apache Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Apache Compilation 2.4.41 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 9 18 27 36 45 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.13, N = 3 35.19 37.07 35.99
Timed Godot Game Engine Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Godot Game Engine Compilation 3.2.3 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.33, N = 3 SE +/- 1.05, N = 3 75.95 76.88 74.31
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.10.20 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6 12 18 24 30 SE +/- 0.35, N = 13 SE +/- 0.39, N = 14 SE +/- 0.36, N = 12 24.81 26.53 25.96
Timed LLVM Compilation Build System: Ninja OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 12.0 Build System: Ninja Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30 60 90 120 150 SE +/- 0.36, N = 3 SE +/- 1.55, N = 3 SE +/- 0.38, N = 3 129.15 144.79 138.52
Timed LLVM Compilation Build System: Unix Makefiles OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 12.0 Build System: Unix Makefiles Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50 100 150 200 250 SE +/- 1.40, N = 3 SE +/- 0.98, N = 3 SE +/- 2.23, N = 3 198.54 226.85 216.23
Timed MPlayer Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed MPlayer Compilation 1.4 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 10.11 11.10 10.62
Timed Node.js Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Node.js Compilation 15.11 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.97, N = 3 SE +/- 1.42, N = 3 SE +/- 0.48, N = 3 102.14 108.60 104.25
Timed PHP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed PHP Compilation 7.4.2 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 10 20 30 40 50 SE +/- 0.52, N = 3 SE +/- 0.37, N = 9 SE +/- 0.02, N = 3 40.21 44.01 40.72
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 16 32 48 64 80 SE +/- 0.48, N = 3 SE +/- 0.57, N = 3 SE +/- 0.36, N = 3 70.06 74.32 66.33
POV-Ray Trace Time OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.097, N = 5 SE +/- 0.063, N = 3 SE +/- 0.084, N = 3 9.476 9.365 9.451 -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lImath -lHalf -lIex -lIexMath -lpthread 1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -lIlmImf -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2 4 6 8 10 SE +/- 0.07388, N = 3 SE +/- 0.07152, N = 15 SE +/- 0.08029, N = 15 6.52538 6.75881 6.45646 1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -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 -lpthread -ldl
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 8 16 24 32 40 SE +/- 0.27, N = 3 SE +/- 0.06, N = 3 SE +/- 0.19, N = 3 31.27 31.13 32.48 1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -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 -lpthread -ldl
Tungsten Renderer Scene: Non-Exponential OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Non-Exponential Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1.1814 2.3628 3.5442 4.7256 5.907 SE +/- 0.07466, N = 3 SE +/- 0.04628, N = 3 SE +/- 0.02249, N = 3 5.23912 5.25085 5.16631 1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -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 -lpthread -ldl
Tungsten Renderer Scene: Volumetric Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Volumetric Caustic Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 4 8 12 16 20 SE +/- 0.44, N = 15 SE +/- 0.44, N = 15 SE +/- 0.39, N = 15 13.45 13.76 13.87 1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -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 -lpthread -ldl
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.4.1 Total Time For Sample Scene Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 2.26, N = 15 SE +/- 2.54, N = 12 SE +/- 1.59, N = 15 86.28 83.27 76.82 1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
oneDNN Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.2293 0.4586 0.6879 0.9172 1.1465 SE +/- 0.010679, N = 4 SE +/- 0.009311, N = 7 SE +/- 0.011491, N = 3 0.945450 1.018895 0.942653 MIN: 0.86 MIN: 0.84 MIN: 0.85 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.3475 0.695 1.0425 1.39 1.7375 SE +/- 0.01131, N = 3 SE +/- 0.02039, N = 3 SE +/- 0.01216, N = 3 1.37903 1.54442 1.37432 MIN: 1.33 MIN: 1.31 MIN: 1.32 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.3157 0.6314 0.9471 1.2628 1.5785 SE +/- 0.00905, N = 15 SE +/- 0.01231, N = 3 SE +/- 0.00863, N = 3 1.25869 1.40323 1.30999 MIN: 0.86 MIN: 0.82 MIN: 0.92 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.106 0.212 0.318 0.424 0.53 SE +/- 0.004513, N = 6 SE +/- 0.003416, N = 15 SE +/- 0.003621, N = 8 0.445171 0.471052 0.432599 MIN: 0.4 MIN: 0.39 MIN: 0.39 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.7447 1.4894 2.2341 2.9788 3.7235 SE +/- 0.02675, N = 12 SE +/- 0.03870, N = 3 SE +/- 0.03357, N = 3 3.03516 3.30961 3.01186 MIN: 2.86 MIN: 2.85 MIN: 2.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.4414 0.8828 1.3242 1.7656 2.207 SE +/- 0.01169, N = 14 SE +/- 0.01622, N = 9 SE +/- 0.00660, N = 3 1.82051 1.96166 1.80328 MIN: 1.67 MIN: 1.66 MIN: 1.67 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.3554 0.7108 1.0662 1.4216 1.777 SE +/- 0.00589, N = 3 SE +/- 0.01111, N = 3 SE +/- 0.00638, N = 3 1.41084 1.57954 1.39626 MIN: 1.27 MIN: 1.24 MIN: 1.26 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 8 16 24 32 40 SE +/- 0.29, N = 15 SE +/- 0.37, N = 15 SE +/- 0.49, N = 15 28.75 35.46 32.65 MIN: 15.46 MIN: 14.26 MIN: 9.3 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.2031 0.4062 0.6093 0.8124 1.0155 SE +/- 0.008374, N = 6 SE +/- 0.008637, N = 6 SE +/- 0.008602, N = 6 0.846330 0.902751 0.850400 MIN: 0.8 MIN: 0.8 MIN: 0.8 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.232 0.464 0.696 0.928 1.16 SE +/- 0.005014, N = 3 SE +/- 0.004578, N = 3 SE +/- 0.005605, N = 3 0.924756 1.031020 0.903312 MIN: 0.86 MIN: 0.84 MIN: 0.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.087 0.174 0.261 0.348 0.435 SE +/- 0.004351, N = 3 SE +/- 0.003521, N = 3 SE +/- 0.003468, N = 3 0.362841 0.386794 0.353757 MIN: 0.32 MIN: 0.31 MIN: 0.31 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.0466 0.0932 0.1398 0.1864 0.233 SE +/- 0.001836, N = 13 SE +/- 0.001494, N = 14 SE +/- 0.001679, N = 14 0.193198 0.206919 0.190921 MIN: 0.18 MIN: 0.18 MIN: 0.18 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 160 320 480 640 800 SE +/- 1.73, N = 3 SE +/- 5.22, N = 15 SE +/- 5.68, N = 8 672.65 732.24 671.56 MIN: 646.15 MIN: 674.53 MIN: 639.68 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 100 200 300 400 500 SE +/- 0.63, N = 3 SE +/- 2.30, N = 3 SE +/- 1.48, N = 3 437.87 468.05 431.30 MIN: 422.67 MIN: 438.61 MIN: 414.55 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 160 320 480 640 800 SE +/- 5.64, N = 15 SE +/- 6.32, N = 15 SE +/- 1.50, N = 3 684.27 730.83 667.65 MIN: 645.4 MIN: 671.61 MIN: 642.94 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.5108 1.0216 1.5324 2.0432 2.554 SE +/- 0.01823, N = 3 SE +/- 0.02930, N = 15 SE +/- 0.01729, N = 3 2.10597 2.27008 2.10694 MIN: 2.03 MIN: 2.03 MIN: 2.03 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.7886 1.5772 2.3658 3.1544 3.943 SE +/- 0.00929, N = 3 SE +/- 0.02670, N = 3 SE +/- 0.00414, N = 3 3.27051 3.50505 3.47588 MIN: 3.09 MIN: 3.07 MIN: 3.31 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 110 220 330 440 550 SE +/- 0.53, N = 3 SE +/- 33.83, N = 15 SE +/- 1.79, N = 3 439.68 506.97 433.74 MIN: 424.75 MIN: 435.95 MIN: 416.67 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.0609 0.1218 0.1827 0.2436 0.3045 SE +/- 0.002948, N = 3 SE +/- 0.003157, N = 4 SE +/- 0.003241, N = 3 0.256555 0.270802 0.249170 MIN: 0.23 MIN: 0.23 MIN: 0.22 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 160 320 480 640 800 SE +/- 0.16, N = 3 SE +/- 19.97, N = 12 SE +/- 4.59, N = 15 671.54 754.98 678.04 MIN: 647.67 MIN: 673.86 MIN: 638.98 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 100 200 300 400 500 SE +/- 0.96, N = 3 SE +/- 1.27, N = 3 SE +/- 1.72, N = 3 437.97 472.25 433.43 MIN: 422.42 MIN: 442.59 MIN: 414.41 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.0556 0.1112 0.1668 0.2224 0.278 SE +/- 0.002322, N = 6 SE +/- 0.001954, N = 10 SE +/- 0.001876, N = 8 0.231483 0.247260 0.218363 MIN: 0.2 MIN: 0.2 MIN: 0.19 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.1.2 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.1484 0.2968 0.4452 0.5936 0.742 SE +/- 0.004554, N = 3 SE +/- 0.004580, N = 3 SE +/- 0.002882, N = 3 0.615331 0.659638 0.602936 MIN: 0.57 MIN: 0.56 MIN: 0.56 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
Timed Erlang/OTP Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Erlang/OTP Compilation 23.2 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 0.85, N = 3 SE +/- 1.20, N = 3 SE +/- 1.32, N = 3 180.49 183.28 175.90
Timed Wasmer Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Wasmer Compilation 1.0.2 Time To Compile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 15 30 45 60 75 SE +/- 0.37, N = 3 SE +/- 0.19, N = 3 SE +/- 0.51, N = 11 44.61 68.80 67.85 1. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc
Helsing Digit Range: 14 digit OpenBenchmarking.org Seconds, Fewer Is Better Helsing 1.0-beta Digit Range: 14 digit Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.73, N = 15 SE +/- 0.21, N = 3 SE +/- 0.11, N = 3 82.47 83.53 82.64 1. (CC) gcc options: -O2 -pthread
Aircrack-ng OpenBenchmarking.org k/s, More Is Better Aircrack-ng 1.5.2 Ubuntu 21.04 Ubuntu 20.10 50K 100K 150K 200K 250K SE +/- 66.66, N = 3 SE +/- 149.68, N = 3 211170.46 211559.00 1. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread
Cpuminer-Opt Algorithm: Magi OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Magi Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 50.25, N = 12 SE +/- 5.62, N = 3 SE +/- 22.13, N = 15 2735.74 2731.13 2650.50 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: x25x OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: x25x Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 500 1000 1500 2000 2500 SE +/- 24.82, N = 3 SE +/- 25.12, N = 4 SE +/- 33.66, N = 15 2221.97 2253.80 2440.72 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Deepcoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Deepcoin Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6K 12K 18K 24K 30K SE +/- 326.37, N = 15 SE +/- 615.22, N = 12 SE +/- 453.46, N = 13 29191 28568 28282 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Blake-2 S OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Blake-2 S Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 300K 600K 900K 1200K 1500K SE +/- 21571.08, N = 15 SE +/- 14563.41, N = 15 SE +/- 29885.49, N = 15 1395127 1360453 1414359 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Garlicoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Garlicoin Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6K 12K 18K 24K 30K SE +/- 1184.13, N = 12 SE +/- 1085.72, N = 12 SE +/- 855.76, N = 12 29473 26183 26198 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Skeincoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Skeincoin Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 60K 120K 180K 240K 300K SE +/- 2421.06, N = 15 SE +/- 3496.83, N = 15 SE +/- 2324.26, N = 13 277683 268467 270519 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Quad SHA-256, Pyrite OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Quad SHA-256, Pyrite Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 70K 140K 210K 280K 350K SE +/- 3914.38, N = 15 SE +/- 9923.95, N = 13 SE +/- 5088.38, N = 15 317291 322628 333611 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Cpuminer-Opt Algorithm: Triple SHA-256, Onecoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Triple SHA-256, Onecoin Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 90K 180K 270K 360K 450K SE +/- 1250.96, N = 3 SE +/- 11124.39, N = 12 SE +/- 8447.87, N = 12 422680 402686 405578 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
SecureMark Benchmark: SecureMark-TLS OpenBenchmarking.org marks, More Is Better SecureMark 1.0.4 Benchmark: SecureMark-TLS Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50K 100K 150K 200K 250K SE +/- 178.37, N = 3 SE +/- 530.29, N = 3 SE +/- 124.15, N = 3 230272 226588 225195 1. (CC) gcc options: -pedantic -O3
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.13, N = 15 SE +/- 0.12, N = 15 10.79 10.37 10.94 1. Ubuntu 21.04: Nodejs
v12.21.0 2. Ubuntu 20.10: Nodejs
v12.18.2 3. Ubuntu 20.04.2 LTS: Nodejs
v10.19.0
Liquid-DSP Threads: 16 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 16 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 200M 400M 600M 800M 1000M SE +/- 702242.44, N = 3 SE +/- 2859827.11, N = 3 SE +/- 5004752.19, N = 3 826756667 812776667 832983333 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 32 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 32 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 400M 800M 1200M 1600M 2000M SE +/- 768837.51, N = 3 SE +/- 11623730.52, N = 3 SE +/- 5634516.64, N = 3 1631166667 1569933333 1653866667 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 64 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 64 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 700M 1400M 2100M 2800M 3500M SE +/- 19853994.84, N = 3 SE +/- 24378623.66, N = 4 SE +/- 4879321.45, N = 3 3044966667 2157125000 2208933333 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 128 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 128 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 700M 1400M 2100M 2800M 3500M SE +/- 9583724.63, N = 3 SE +/- 13475203.56, N = 3 SE +/- 8772368.23, N = 3 3290766667 3292133333 3316633333 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
Liquid-DSP Threads: 160 - Buffer Length: 256 - Filter Length: 57 OpenBenchmarking.org samples/s, More Is Better Liquid-DSP 2021.01.31 Threads: 160 - Buffer Length: 256 - Filter Length: 57 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 700M 1400M 2100M 2800M 3500M SE +/- 15087448.79, N = 3 SE +/- 10305392.33, N = 3 SE +/- 11545032.60, N = 3 3080633333 3086966667 3106666667 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 110K 220K 330K 440K 550K SE +/- 4128.37, N = 3 SE +/- 13586.63, N = 12 SE +/- 18099.02, N = 15 524178.09 355593.18 421171.59 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 14K 28K 42K 56K 70K SE +/- 35.00, N = 3 SE +/- 1725.85, N = 12 SE +/- 510.23, N = 15 47808.3 66836.4 48816.5
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 200K 400K 600K 800K 1000K SE +/- 7233.85, N = 5 SE +/- 7218.89, N = 3 SE +/- 2002.95, N = 3 687019 892083 716517
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30K 60K 90K 120K 150K SE +/- 768.19, N = 15 SE +/- 5683.05, N = 15 SE +/- 1128.79, N = 4 81319.3 157434.0 90927.9
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 12K 24K 36K 48K 60K SE +/- 612.15, N = 15 SE +/- 733.25, N = 15 SE +/- 630.61, N = 15 41555.1 55489.8 45998.8
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 13K 26K 39K 52K 65K SE +/- 601.06, N = 15 SE +/- 573.26, N = 15 SE +/- 706.39, N = 15 43074.5 58977.6 46915.5
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 160K 320K 480K 640K 800K SE +/- 790.57, N = 3 SE +/- 13732.96, N = 12 SE +/- 5213.69, N = 3 569303 725870 576988
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 200K 400K 600K 800K 1000K SE +/- 10755.01, N = 15 SE +/- 12775.84, N = 3 SE +/- 10643.51, N = 4 946634 927066 954214 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 0.061 0.122 0.183 0.244 0.305 SE +/- 0.003, N = 15 SE +/- 0.004, N = 3 SE +/- 0.003, N = 4 0.266 0.271 0.263 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 6K 12K 18K 24K 30K SE +/- 43.42, N = 3 SE +/- 45.12, N = 3 SE +/- 84.38, N = 3 28712 20742 21161 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.010, N = 3 SE +/- 0.030, N = 3 SE +/- 0.045, N = 3 8.739 12.100 11.858 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
WRF Input: conus 2.5km OpenBenchmarking.org Seconds, Fewer Is Better WRF 4.2.2 Input: conus 2.5km Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3K 6K 9K 12K 15K 9903.05 9897.12 13913.63 -fallow-invalid-boz -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -fallow-invalid-boz -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 1. (F9X) gfortran options: -O2 -ftree-vectorize -funroll-loops -ffree-form -fconvert=big-endian -frecord-marker=4 -lesmf_time -lwrfio_nf -lnetcdff -lnetcdf -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 130 260 390 520 650 SE +/- 9.40, N = 15 SE +/- 12.21, N = 15 SE +/- 0.44, N = 3 443.55 606.05 374.20 MIN: 367.81 / MAX: 808.75 MIN: 372.96 / MAX: 843.9 MIN: 371.48 / MAX: 419.18 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 80 160 240 320 400 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.53, N = 3 366.73 366.20 367.80 MIN: 365.95 / MAX: 373.2 MIN: 366.01 / MAX: 367.51 MIN: 367 / MAX: 370.11 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
Sysbench Test: RAM / Memory OpenBenchmarking.org MiB/sec, More Is Better Sysbench 1.0.20 Test: RAM / Memory Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3K 6K 9K 12K 15K SE +/- 145.91, N = 15 SE +/- 151.11, N = 12 SE +/- 138.52, N = 15 12176.80 12184.78 12252.73 1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
Sysbench Test: CPU OpenBenchmarking.org Events Per Second, More Is Better Sysbench 1.0.20 Test: CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50K 100K 150K 200K 250K SE +/- 275.74, N = 3 SE +/- 253.78, N = 3 SE +/- 252.80, N = 3 213870.87 213970.43 214228.62 1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 3.11.4 Test: Writes Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20K 40K 60K 80K 100K SE +/- 2263.61, N = 15 SE +/- 1429.17, N = 3 SE +/- 1368.32, N = 15 106863 104506 103051
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 29.61 29.56 29.54
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 16 32 48 64 80 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 72.28 72.53 71.92
Blender Blend File: Fishy Cat - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 11 22 33 44 55 SE +/- 0.15, N = 3 SE +/- 0.44, N = 3 SE +/- 0.17, N = 3 45.72 46.91 46.11
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.26, N = 3 SE +/- 0.41, N = 3 SE +/- 0.27, N = 3 108.31 109.65 109.07
Blender Blend File: Pabellon Barcelona - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.24, N = 3 SE +/- 0.26, N = 3 SE +/- 0.21, N = 3 88.36 89.25 88.16
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 110 220 330 440 550 SE +/- 1.17, N = 3 SE +/- 1.67, N = 3 SE +/- 5.01, N = 3 479 356 509 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: bertsquad-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: bertsquad-10 - Device: OpenMP CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 110 220 330 440 550 SE +/- 6.29, N = 12 SE +/- 4.21, N = 3 SE +/- 3.18, N = 3 500 435 485 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 40 80 120 160 200 SE +/- 1.20, N = 3 SE +/- 1.04, N = 3 SE +/- 0.44, N = 3 193 161 193 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: shufflenet-v2-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 2K 4K 6K 8K 10K SE +/- 106.53, N = 3 SE +/- 35.85, N = 3 SE +/- 116.22, N = 3 8217 7470 8389 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1500 3000 4500 6000 7500 SE +/- 204.88, N = 12 SE +/- 158.31, N = 12 SE +/- 227.25, N = 12 6967 5673 6677 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 200 400 600 800 1000 SE +/- 1.86, N = 3 SE +/- 2.67, N = 3 SE +/- 0.88, N = 3 995 984 982
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 160K 320K 480K 640K 800K SE +/- 3328.66, N = 3 SE +/- 4029.73, N = 3 SE +/- 5472.66, N = 3 715587 717063 726623
Zstd Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3 - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 1300 2600 3900 5200 6500 SE +/- 53.61, N = 3 SE +/- 43.45, N = 13 SE +/- 7.13, N = 3 6148.4 4516.9 4620.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3 - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 9.20, N = 2 SE +/- 7.67, N = 5 2985.6 2969.1 2947.3 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 8 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 500 1000 1500 2000 2500 SE +/- 24.65, N = 3 SE +/- 42.14, N = 15 SE +/- 25.03, N = 15 2096.7 2004.3 2128.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 8 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 700 1400 2100 2800 3500 SE +/- 2.77, N = 3 SE +/- 6.44, N = 13 SE +/- 65.22, N = 15 3073.3 3022.1 2954.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 1.03, N = 15 SE +/- 0.46, N = 3 SE +/- 0.70, N = 8 82.2 81.8 83.0 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 3.01, N = 15 SE +/- 9.81, N = 3 SE +/- 6.16, N = 8 2615.9 2607.2 2576.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 3, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 60 120 180 240 300 SE +/- 1.99, N = 3 SE +/- 8.38, N = 12 SE +/- 4.39, N = 14 266.9 265.2 259.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 8, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 70 140 210 280 350 SE +/- 3.33, N = 3 SE +/- 1.00, N = 3 SE +/- 3.27, N = 3 300.2 297.4 287.2 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 8, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 700 1400 2100 2800 3500 SE +/- 8.34, N = 3 SE +/- 15.05, N = 3 SE +/- 7.83, N = 3 3283.9 3235.7 3251.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19, Long Mode - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Compression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 10 20 30 40 50 SE +/- 0.54, N = 15 SE +/- 0.27, N = 3 SE +/- 0.61, N = 15 46.0 41.0 44.8 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Decompression Speed Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 600 1200 1800 2400 3000 SE +/- 5.02, N = 15 SE +/- 3.89, N = 3 SE +/- 5.48, N = 15 2708.5 2685.6 2695.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 3 6 9 12 15 SE +/- 0.058, N = 3 SE +/- 0.014, N = 3 SE +/- 0.033, N = 3 9.004 8.851 8.884 1. (CXX) g++ options: -O3 -pthread
srsRAN Test: OFDM_Test OpenBenchmarking.org Samples / Second, More Is Better srsRAN 21.04 Test: OFDM_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 30M 60M 90M 120M 150M SE +/- 284800.12, N = 3 SE +/- 305505.05, N = 3 SE +/- 152752.52, N = 3 120766667 121300000 121200000 -lconfig++ -lsctp 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
srsRAN Test: PHY_DL_Test OpenBenchmarking.org eNb Mb/s, More Is Better srsRAN 21.04 Test: PHY_DL_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 50 100 150 200 250 SE +/- 0.78, N = 3 SE +/- 0.64, N = 3 SE +/- 0.53, N = 3 206.8 205.4 203.3 -lconfig++ -lsctp 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
srsRAN Test: PHY_DL_Test OpenBenchmarking.org UE Mb/s, More Is Better srsRAN 21.04 Test: PHY_DL_Test Ubuntu 21.04 Ubuntu 20.10 Ubuntu 20.04.2 LTS 20 40 60 80 100 SE +/- 0.78, N = 3 SE +/- 0.23, N = 3 SE +/- 0.37, N = 3 85.1 85.3 85.7 -lconfig++ -lsctp 1. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -rdynamic -lpthread -lbladeRF -lm -lfftw3f -lmbedcrypto
Zstd Compression Compression Level: 3, Long Mode - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 3, Long Mode - Decompression Speed Ubuntu 20.10 Ubuntu 20.04.2 LTS 700 1400 2100 2800 3500 SE +/- 31.17, N = 12 SE +/- 14.00, N = 14 3131.9 3131.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
Phoronix Test Suite v10.8.4