Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks 2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Fedora 34 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2105196-IB-2105195IB50&rdt&grs .
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 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 20.04 5.8.0-53-generic (x86_64) GNOME Shell 3.36.7 X Server 1.20.9 GCC 9.3.0 Clear Linux OS 34630 5.10.19-1032.native (x86_64) GNOME Shell 40.0 X Server GCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0 Fedora 34 5.11.20-300.fc34.x86_64 (x86_64) GCC 11.1.1 20210428 xfs OpenBenchmarking.org Kernel Details - Ubuntu 21.04: Transparent Huge Pages: madvise - Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise - Clear Linux 34630: Transparent Huge Pages: always - Fedora Server 34: 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 20.04.2 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 - Clear Linux 34630: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512 - Fedora Server 34: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver Disk Details - Ubuntu 21.04: NONE / errors=remount-ro,relatime,rw / Block Size: 4096 - Ubuntu 20.04.2 LTS: NONE / errors=remount-ro,relatime,rw / Block Size: 4096 - Clear Linux 34630: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096 - Fedora Server 34: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096 Processor Details - Ubuntu 21.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270 - Ubuntu 20.04.2 LTS: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270 - Clear Linux 34630: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270 - Fedora Server 34: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270 Java Details - Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2) - Ubuntu 20.04.2 LTS: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04) - Clear Linux 34630: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00) - Fedora Server 34: OpenJDK Runtime Environment 18.9 (build 11.0.11+9) Python Details - Ubuntu 21.04: Python 3.9.4 - Ubuntu 20.04.2 LTS: Python 3.8.5 - Clear Linux 34630: Python 3.9.5 - Fedora Server 34: Python 3.9.5 Security Details - Ubuntu 21.04: 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 - Ubuntu 20.04.2 LTS: 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 - Clear Linux 34630: 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 - Fedora Server 34: SELinux + 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 Environment Details - Clear Linux 34630: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags -Wa,-mbranches-within-32B-boundaries" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""
Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks npb: LU.C dacapobench: Tradebeans onednn: Deconvolution Batch shapes_1d - f32 - CPU kvazaar: Bosphorus 4K - Very Fast x265: Bosphorus 1080p pjsip: OPTIONS, Stateful pjsip: INVITE libgav1: Summer Nature 4K dacapobench: H2 kvazaar: Bosphorus 4K - Medium svt-hevc: 10 - Bosphorus 1080p x265: Bosphorus 4K svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p tungsten: Non-Exponential svt-av1: Preset 8 - Bosphorus 4K kvazaar: Bosphorus 4K - Ultra Fast svt-hevc: 7 - Bosphorus 1080p tungsten: Water Caustic build-apache: Time To Compile avifenc: 6 compress-zstd: 3 - Compression Speed tungsten: Hair avifenc: 6, Lossless tensorflow-lite: Mobilenet Float tensorflow-lite: Mobilenet Quant build-php: Time To Compile openvkl: vklBenchmarkVdbVolume onednn: Convolution Batch Shapes Auto - f32 - CPU svt-hevc: 1 - Bosphorus 1080p phpbench: PHP Benchmark Suite liquid-dsp: 160 - 256 - 57 compress-zstd: 19 - Decompression Speed openvkl: vklBenchmark tensorflow-lite: NASNet Mobile blogbench: Write nwchem: C240 Buckyball node-web-tooling: liquid-dsp: 32 - 256 - 57 liquid-dsp: 16 - 256 - 57 liquid-dsp: 128 - 256 - 57 blogbench: Read pybench: Total For Average Test Times ospray: NASA Streamlines - SciVis embree: Pathtracer ISPC - Crown compress-zstd: 19, Long Mode - Decompression Speed ospray: Magnetic Reconnection - SciVis compress-zstd: 19, Long Mode - Compression Speed incompact3d: input.i3d 193 Cells Per Direction incompact3d: X3D-benchmarking input.i3d onednn: IP Shapes 3D - f32 - CPU ospray: San Miguel - SciVis compress-zstd: 19 - Compression Speed pjsip: OPTIONS, Stateless gromacs: MPI CPU - water_GMX50_bare chia-vdf: Square Plain C++ coremark: CoreMark Size 666 - Iterations Per Second onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU tensorflow-lite: Inception V4 onednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU rodinia: OpenMP LavaMD compress-zstd: 19 - Compression Speed onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU mrbayes: Primate Phylogeny Analysis blender: Barbershop - CPU-Only compress-zstd: 19, Long Mode - Compression Speed stockfish: Total Time povray: Trace Time onednn: IP Shapes 3D - bf16bf16bf16 - CPU chia-vdf: Square Assembly Optimized openvkl: vklBenchmarkUnstructuredVolume blender: Fishy Cat - CPU-Only blender: BMW27 - CPU-Only helsing: 14 digit tensorflow-lite: SqueezeNet sysbench: RAM / Memory onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: IP Shapes 1D - f32 - CPU relion: Basic - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU embree: Pathtracer - Asian Dragon onednn: Recurrent Neural Network Training - u8s8f32 - CPU ospray: NASA Streamlines - Path Tracer onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Training - f32 - CPU blender: Classroom - CPU-Only onednn: Recurrent Neural Network Inference - f32 - CPU blender: Pabellon Barcelona - CPU-Only hpcg: securemark: SecureMark-TLS onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: IP Shapes 1D - bf16bf16bf16 - CPU onednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU lammps: 20k Atoms onednn: Deconvolution Batch shapes_3d - f32 - CPU ospray: San Miguel - Path Tracer onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU embree: Pathtracer ISPC - Asian Dragon tensorflow-lite: Inception ResNet V2 rodinia: OpenMP HotSpot3D onednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPU sysbench: CPU tnn: CPU - SqueezeNet v1.1 namd: ATPase Simulation - 327,506 Atoms ospray: XFrog Forest - Path Tracer compress-zstd: 19, Long Mode - Decompression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 3 - Decompression Speed ospray: XFrog Forest - SciVis compress-zstd: 8 - Compression Speed cassandra: Writes tnn: CPU - MobileNet v2 pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 250 - Read Only keydb: tungsten: Volumetric Caustic build-linux-kernel: Time To Compile avifenc: 10, Lossless avifenc: 10 asmfish: 1024 Hash Memory, 26 Depth oidn: Memorial dacapobench: Jython java-gradle-perf: Reactor lammps: Rhodopsin Protein rodinia: OpenMP Leukocyte npb: EP.C Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 187807.08 16729 28.7517 13.38 28.33 3815 2531 19.39 10740 6.90 260.88 12.92 204.86 5.23912 29.809 22.78 172.02 31.2739 35.187 15.383 6148.4 6.52538 36.764 41555.1 43074.5 40.207 21915837 1.41084 29.57 715587 3080633333 2727.6 669 81319.3 60768 1875.8 10.79 1631166667 826756667 3290766667 2253810 995 125 67.0395 2719.4 109.63 47.2 11.3305505 291.993968 1.37903 90.91 82.3 40082 9.004 138967 2347453.567360 0.193198 687019 3.27051 40.406 82.2 0.231483 170.019 108.31 46.0 180493580 9.476 1.82051 147240 1776457 45.72 29.61 82.465 47808.3 12176.80 0.362841 0.945450 348.838 0.256555 81.2911 684.271 27.78 671.541 672.646 72.28 437.866 88.36 39.8231 230272 439.677 3.03516 0.615331 35.725 0.846330 10.42 437.972 106.6858 569303 105.650 2.10597 213870.87 366.729 0.27128 10.38 18.87 2096.7 106863 443.547 0.266 946634 524178.09 13.4481 24.813 8.522 5.050 172711481 57.59 5320 366.363 23.866 62.044 6259.88 189606.14 18060 32.6500 13.33 28.50 3597 1840 19.31 11235 6.93 234.92 12.58 196.97 5.16631 28.139 23.16 157.78 32.4833 35.987 15.501 4620.1 6.45646 38.524 45998.8 46915.5 40.723 22077090 1.39626 29.14 726623 3106666667 2740.7 661 90927.9 63062 1825 10.94 1653866667 832983333 3316633333 2224145 982 125 66.8866 2782.7 110.19 43.6 11.7113234 319.487874 1.37432 90.91 84.0 40954 8.884 139400 2261054.029261 0.190921 716517 3.47588 39.522 83.0 0.218363 178.773 109.07 44.8 173250319 9.451 1.80328 143600 1737714 46.11 29.54 82.638 48816.5 12252.73 0.353757 0.942653 348.604 0.249170 82.6069 667.646 27.78 678.041 671.557 71.92 431.304 88.16 39.9669 225195 433.741 3.01186 0.602936 36.300 0.850400 10.42 433.426 106.1435 576988 104.315 2.10694 214228.62 367.799 0.27083 10.38 18.87 2128.7 103051 374.203 0.263 954214 421171.59 13.8745 25.960 8.967 5.361 171613950 49.87 5518 382.988 22.084 60.933 6011.42 194386.02 4282 9.79872 40.96 78.42 10360 5296 54.59 4132 17.80 592.99 29.05 456.47 2.40790 60.273 46.98 315.80 18.1712 22.241 10.237 7166.7 5.62201 27.246 32984.6 33677.2 31.104 29605565 1.58077 38.51 900184 3843066667 2253.6 815 74734.9 56009 2209.4 13.06 1973100000 999833333 3970066667 1908438 1015 142.86 73.8370 2447.0 125 49.2 11.1637303 289.551473 1.35679 100 90.1 43880 9.201 143567 2452833.360945 0.188906 665666 3.22981 38.693 88.0 0.216048 175.476 102.25 47.5 182083926 8.952 1.74481 151167 1828816 43.83 28.23 79.118 46761.2 12670.82 0.361521 0.921930 358.316 0.247725 84.1301 663.896 28.57 660.198 660.052 71.51 434.954 86.83 39.4821 229770 433.432 2.98572 0.614468 35.632 0.862061 10.60 433.798 107.7726 572684 104.278 2.08771 212303.58 364.987 0.27141 10.38 18.87 2656.6 312015 354.298 0.254 990608 503991.58 13.8659 20.736 5.815 3.066 174596848 59.98 3590 301.413 31.153 40.815 5425.40 44055.39 16983 30.7498 13.28 26.25 3733 2491 19.00 10878 6.95 240.54 11.65 195.55 5.28732 28.370 23.20 159.70 31.4451 37.532 16.077 6020.4 8.74867 36.684 38365.8 41946.1 42.735 22243396 1.88136 29.17 721179 3101166667 2781.7 667 80554.7 52018 11.04 1632900000 827833333 3302800000 1979099 1157 125 64.6630 2793.4 109.63 45.7 12.5811322 323.879079 1.51260 90.91 82.5 41983 8.428 131833 2391445.662566 0.203496 679005 3.28960 41.476 82.1 0.222234 167.322 108.27 45.9 183504987 9.089 1.84199 148033 1813549 46.04 29.55 79.610 47685.7 12185.51 0.367996 0.957911 362.129 0.254526 81.5024 679.936 27.78 676.539 677.855 73.35 442.350 88.89 40.3877 228894 442.700 3.04815 0.612234 35.586 0.854642 10.42 440.632 106.0534 574742 104.766 2.11134 212714.19 366.368 0.27274 10.31 2747.1 2698.6 3118.5 3057.5 18.87 2069.1 108941 401.860 0.284 886858 13.0865 26.506 9.332 5.186 168644528 54.83 5088 354.027 27.205 62.211 2213.51 OpenBenchmarking.org
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 40K 80K 120K 160K 200K SE +/- 419.66, N = 3 SE +/- 1295.33, N = 3 SE +/- 301.93, N = 3 SE +/- 204.64, N = 3 187807.08 189606.14 194386.02 44055.39 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.04.2 LTS: Open MPI 4.0.3 4. Clear Linux 34630: 3.2
DaCapo Benchmark Java Test: Tradebeans OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 4K 8K 12K 16K 20K SE +/- 82.67, N = 4 SE +/- 203.38, N = 4 SE +/- 51.71, N = 4 SE +/- 78.01, N = 4 16729 18060 4282 16983
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 8 16 24 32 40 SE +/- 0.28978, N = 15 SE +/- 0.49102, N = 15 SE +/- 0.09474, N = 15 SE +/- 0.34184, N = 12 28.75170 32.65000 9.79872 30.74980 MIN: 15.46 MIN: 9.3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.28 -O2 - MIN: 12.49 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 13.38 13.33 40.96 13.28 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.34, N = 3 SE +/- 0.25, N = 3 SE +/- 0.59, N = 3 SE +/- 0.15, N = 3 28.33 28.50 78.42 26.25 -O3 -lnuma -O3 -lnuma -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma -O2 1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl
PJSIP Method: OPTIONS, Stateful OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: OPTIONS, Stateful Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 2K 4K 6K 8K 10K SE +/- 6.89, N = 3 SE +/- 13.59, N = 3 SE +/- 1.53, N = 3 3815 3597 10360 3733 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
PJSIP Method: INVITE OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: INVITE Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 1100 2200 3300 4400 5500 SE +/- 22.31, N = 15 SE +/- 14.31, N = 3 SE +/- 20.58, N = 3 SE +/- 27.76, N = 5 2531 1840 5296 2491 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 12 24 36 48 60 SE +/- 0.15, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.14, N = 3 19.39 19.31 54.59 19.00 -O3 -O3 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CXX) g++ options: -lpthread -lrt
DaCapo Benchmark Java Test: H2 OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: H2 Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 2K 4K 6K 8K 10K SE +/- 133.93, N = 4 SE +/- 115.71, N = 20 SE +/- 53.70, N = 20 SE +/- 85.70, N = 20 10740 11235 4132 10878
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 6.90 6.93 17.80 6.95 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 130 260 390 520 650 SE +/- 2.49, N = 3 SE +/- 1.73, N = 3 SE +/- 5.64, N = 3 SE +/- 1.79, N = 15 260.88 234.92 592.99 240.54 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.40, N = 15 SE +/- 0.08, N = 3 12.92 12.58 29.05 11.65 -O3 -lnuma -O3 -lnuma -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma -O2 1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 100 200 300 400 500 SE +/- 2.00, N = 15 SE +/- 1.73, N = 3 SE +/- 2.91, N = 3 SE +/- 2.71, N = 3 204.86 196.97 456.47 195.55 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
Tungsten Renderer Scene: Non-Exponential OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Non-Exponential Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 1.1896 2.3792 3.5688 4.7584 5.948 SE +/- 0.07466, N = 3 SE +/- 0.02249, N = 3 SE +/- 0.00072, N = 3 SE +/- 0.00702, N = 3 5.23912 5.16631 2.40790 5.28732 -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 -rdynamic -ljpeg -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 13 26 39 52 65 SE +/- 0.34, N = 3 SE +/- 0.34, N = 15 SE +/- 0.42, N = 3 SE +/- 0.29, N = 3 29.81 28.14 60.27 28.37 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 11 22 33 44 55 SE +/- 0.11, N = 3 SE +/- 0.24, N = 3 SE +/- 0.34, N = 12 SE +/- 0.31, N = 3 22.78 23.16 46.98 23.20 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 70 140 210 280 350 SE +/- 1.72, N = 3 SE +/- 1.68, N = 3 SE +/- 2.34, N = 15 SE +/- 1.49, N = 3 172.02 157.78 315.80 159.70 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
Tungsten Renderer Scene: Water Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Water Caustic Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 8 16 24 32 40 SE +/- 0.27, N = 3 SE +/- 0.19, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 31.27 32.48 18.17 31.45 -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 -rdynamic -ljpeg -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 35.19 35.99 22.24 37.53
libavif avifenc Encoder Speed: 6 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.9.0 Encoder Speed: 6 Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 4 8 12 16 20 SE +/- 0.19, N = 4 SE +/- 0.14, N = 15 SE +/- 0.03, N = 3 SE +/- 0.19, N = 15 15.38 15.50 10.24 16.08 1. (CXX) g++ options: -O3 -fPIC -lm
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 20.04.2 LTS Clear Linux 34630 Ubuntu 21.04 Fedora Server 34 1500 3000 4500 6000 7500 SE +/- 47.03, N = 3 SE +/- 48.29, N = 15 SE +/- 53.61, N = 3 SE +/- 54.04, N = 15 4576.8 7015.5 6148.4 6020.4 -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma -llzma 1. (CC) gcc options: -O3 -pthread -lz
Tungsten Renderer Scene: Hair OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Hair Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 2 4 6 8 10 SE +/- 0.07388, N = 3 SE +/- 0.08029, N = 15 SE +/- 0.02021, N = 3 SE +/- 0.09718, N = 4 6.52538 6.45646 5.62201 8.74867 -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 -rdynamic -ljpeg -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.47, N = 3 SE +/- 0.38, N = 3 SE +/- 0.11, N = 3 SE +/- 0.16, N = 3 36.76 38.52 27.25 36.68 1. (CXX) g++ options: -O3 -fPIC -lm
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 10K 20K 30K 40K 50K SE +/- 612.15, N = 15 SE +/- 630.61, N = 15 SE +/- 68.45, N = 3 SE +/- 353.50, N = 3 41555.1 45998.8 32984.6 38365.8
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 10K 20K 30K 40K 50K SE +/- 601.06, N = 15 SE +/- 706.39, N = 15 SE +/- 60.78, N = 3 SE +/- 623.47, N = 13 43074.5 46915.5 33677.2 41946.1
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 10 20 30 40 50 SE +/- 0.52, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.25, N = 3 40.21 40.72 31.10 42.74
OpenVKL Benchmark: vklBenchmarkVdbVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkVdbVolume Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 6M 12M 18M 24M 30M SE +/- 58341.71, N = 3 SE +/- 187763.97, N = 3 SE +/- 324102.01, N = 3 SE +/- 179975.75, N = 3 21915837 22077090 29605565 22243396 MIN: 1062215 / MAX: 153704880 MIN: 1030467 / MAX: 169859376 MIN: 1030715 / MAX: 177194520 MIN: 1023291 / MAX: 182220264
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.4233 0.8466 1.2699 1.6932 2.1165 SE +/- 0.00589, N = 3 SE +/- 0.00638, N = 3 SE +/- 0.01755, N = 3 SE +/- 0.01180, N = 3 1.41084 1.39626 1.58077 1.88136 MIN: 1.27 MIN: 1.26 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.38 -O2 - MIN: 1.72 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.09, N = 3 SE +/- 0.33, N = 3 SE +/- 0.24, N = 3 SE +/- 0.31, N = 4 29.57 29.14 38.51 29.17 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 200K 400K 600K 800K 1000K SE +/- 3328.66, N = 3 SE +/- 5472.66, N = 3 SE +/- 1642.74, N = 3 SE +/- 3881.00, N = 3 715587 726623 900184 721179
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 800M 1600M 2400M 3200M 4000M SE +/- 15087448.79, N = 3 SE +/- 11545032.60, N = 3 SE +/- 13074699.91, N = 3 SE +/- 13741098.13, N = 3 3080633333 3106666667 3843066667 3101166667 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 600 1200 1800 2400 3000 SE +/- 12.48, N = 3 SE +/- 9.85, N = 3 SE +/- 4.09, N = 3 SE +/- 35.16, N = 3 2727.6 2740.7 2253.6 2781.7 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
OpenVKL Benchmark: vklBenchmark OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmark Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 200 400 600 800 1000 SE +/- 2.40, N = 3 SE +/- 5.81, N = 3 SE +/- 2.08, N = 3 SE +/- 2.67, N = 3 669 661 815 667 MIN: 1 / MAX: 2821 MIN: 1 / MAX: 2845 MIN: 1 / MAX: 3198 MIN: 1 / MAX: 2865
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20K 40K 60K 80K 100K SE +/- 768.19, N = 15 SE +/- 1128.79, N = 4 SE +/- 102.89, N = 3 SE +/- 755.90, N = 15 81319.3 90927.9 74734.9 80554.7
BlogBench Test: Write OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Write Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 14K 28K 42K 56K 70K SE +/- 717.36, N = 3 SE +/- 770.50, N = 3 SE +/- 74.61, N = 3 SE +/- 835.62, N = 3 60768 63062 56009 52018 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread
NWChem Input: C240 Buckyball OpenBenchmarking.org Seconds, Fewer Is Better NWChem 7.0.2 Input: C240 Buckyball Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 500 1000 1500 2000 2500 1875.8 1825.0 2209.4 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -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
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.12, N = 15 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 10.79 10.94 13.06 11.04 1. Ubuntu 21.04: Nodejs
v12.21.0 2. Ubuntu 20.04.2 LTS: Nodejs
v10.19.0 3. Clear Linux 34630: Nodejs
v14.17.0 4. Fedora Server 34: Nodejs
v14.16.1
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 400M 800M 1200M 1600M 2000M SE +/- 768837.51, N = 3 SE +/- 5634516.64, N = 3 SE +/- 16877598.57, N = 3 SE +/- 2608320.02, N = 3 1631166667 1653866667 1973100000 1632900000 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 200M 400M 600M 800M 1000M SE +/- 702242.44, N = 3 SE +/- 5004752.19, N = 3 SE +/- 2729061.70, N = 3 SE +/- 1422279.08, N = 3 826756667 832983333 999833333 827833333 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 900M 1800M 2700M 3600M 4500M SE +/- 9583724.63, N = 3 SE +/- 8772368.23, N = 3 SE +/- 36096414.10, N = 3 SE +/- 6501025.56, N = 3 3290766667 3316633333 3970066667 3302800000 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
BlogBench Test: Read OpenBenchmarking.org Final Score, More Is Better BlogBench 1.1 Test: Read Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 500K 1000K 1500K 2000K 2500K SE +/- 30037.66, N = 3 SE +/- 21799.22, N = 9 SE +/- 12916.51, N = 3 SE +/- 22175.10, N = 9 2253810 2224145 1908438 1979099 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -pthread
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 200 400 600 800 1000 SE +/- 1.86, N = 3 SE +/- 0.88, N = 3 SE +/- 1.00, N = 3 SE +/- 0.58, N = 3 995 982 1015 1157
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 30 60 90 120 150 SE +/- 0.00, N = 3 125.00 125.00 142.86 125.00 MIN: 31.25 / MAX: 142.86 MIN: 33.33 / MAX: 142.86 MIN: 41.67 MIN: 32.26 / MAX: 142.86
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 16 32 48 64 80 SE +/- 0.30, N = 3 SE +/- 0.70, N = 3 SE +/- 0.68, N = 3 SE +/- 0.40, N = 3 67.04 66.89 73.84 64.66 MIN: 59.72 / MAX: 87.99 MIN: 59.4 / MAX: 88.24 MIN: 64.62 / MAX: 94.03 MIN: 58.41 / MAX: 86.67
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 600 1200 1800 2400 3000 SE +/- 1.06, N = 3 SE +/- 5.43, N = 15 SE +/- 7.42, N = 3 SE +/- 3.95, N = 15 2719.4 2782.7 2447.0 2793.4 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 30 60 90 120 150 SE +/- 1.01, N = 15 SE +/- 0.93, N = 12 SE +/- 0.00, N = 3 SE +/- 1.01, N = 15 109.63 110.19 125.00 109.63 MIN: 20.83 / MAX: 125 MIN: 21.74 / MAX: 111.11 MIN: 90.91 MIN: 20 / MAX: 111.11
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 11 22 33 44 55 SE +/- 0.33, N = 3 SE +/- 0.39, N = 15 SE +/- 0.18, N = 3 SE +/- 0.35, N = 15 47.2 43.6 49.2 45.7 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 11.33 11.71 11.16 12.58 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -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: X3D-benchmarking input.i3d OpenBenchmarking.org Seconds, Fewer Is Better Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 70 140 210 280 350 SE +/- 1.18, N = 3 SE +/- 3.10, N = 3 SE +/- 0.46, N = 3 SE +/- 0.15, N = 3 291.99 319.49 289.55 323.88 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -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
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.3403 0.6806 1.0209 1.3612 1.7015 SE +/- 0.01131, N = 3 SE +/- 0.01216, N = 3 SE +/- 0.00192, N = 3 SE +/- 0.00594, N = 3 1.37903 1.37432 1.35679 1.51260 MIN: 1.33 MIN: 1.32 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.31 -O2 - MIN: 1.46 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 90.91 90.91 100.00 90.91 MIN: 55.56 / MAX: 100 MIN: 55.56 / MAX: 100 MIN: 52.63 / MAX: 111.11 MIN: 55.56 / MAX: 100
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.81, N = 3 SE +/- 0.68, N = 3 SE +/- 0.32, N = 3 SE +/- 0.72, N = 3 82.3 84.0 90.1 82.5 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
PJSIP Method: OPTIONS, Stateless OpenBenchmarking.org Responses Per Second, More Is Better PJSIP 2.11 Method: OPTIONS, Stateless Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9K 18K 27K 36K 45K SE +/- 533.56, N = 3 SE +/- 352.27, N = 3 SE +/- 270.37, N = 3 SE +/- 181.15, N = 3 40082 40954 43880 41983 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lavformat -lavcodec -lswscale -lavutil -lasound -O2 -lSDL2 -lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.058, N = 3 SE +/- 0.033, N = 3 SE +/- 0.028, N = 3 SE +/- 0.014, N = 3 9.004 8.884 9.201 8.428 -O3 -O3 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CXX) g++ options: -pthread
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 30K 60K 90K 120K 150K SE +/- 88.19, N = 3 SE +/- 585.95, N = 3 SE +/- 33.33, N = 3 SE +/- 589.73, N = 3 138967 139400 143567 131833 1. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 500K 1000K 1500K 2000K 2500K SE +/- 2872.35, N = 3 SE +/- 24473.66, N = 5 SE +/- 6737.83, N = 3 SE +/- 5456.02, N = 3 2347453.57 2261054.03 2452833.36 2391445.66 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -O2 -lrt" -lrt
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0458 0.0916 0.1374 0.1832 0.229 SE +/- 0.001836, N = 13 SE +/- 0.001679, N = 14 SE +/- 0.000520, N = 3 SE +/- 0.001612, N = 15 0.193198 0.190921 0.188906 0.203496 MIN: 0.18 MIN: 0.18 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.18 -O2 - MIN: 0.18 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 150K 300K 450K 600K 750K SE +/- 7233.85, N = 5 SE +/- 2002.95, N = 3 SE +/- 6494.21, N = 3 SE +/- 3314.01, N = 3 687019 716517 665666 679005
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.7821 1.5642 2.3463 3.1284 3.9105 SE +/- 0.00929, N = 3 SE +/- 0.00414, N = 3 SE +/- 0.00331, N = 3 SE +/- 0.01091, N = 3 3.27051 3.47588 3.22981 3.28960 MIN: 3.09 MIN: 3.31 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.02 -O2 - MIN: 3.12 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
Rodinia Test: OpenMP LavaMD OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP LavaMD Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.15, N = 3 SE +/- 0.07, N = 3 SE +/- 0.46, N = 4 SE +/- 0.15, N = 3 40.41 39.52 38.69 41.48 1. (CXX) g++ options: -O2 -lOpenCL
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 1.03, N = 15 SE +/- 0.70, N = 8 SE +/- 0.66, N = 3 SE +/- 0.74, N = 7 82.2 83.0 88.0 82.1 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0521 0.1042 0.1563 0.2084 0.2605 SE +/- 0.002322, N = 6 SE +/- 0.001876, N = 8 SE +/- 0.001684, N = 3 SE +/- 0.002070, N = 7 0.231483 0.218363 0.216048 0.222234 MIN: 0.2 MIN: 0.19 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.19 -O2 - MIN: 0.19 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 40 80 120 160 200 SE +/- 0.83, N = 3 SE +/- 0.79, N = 3 SE +/- 1.06, N = 3 SE +/- 0.50, N = 3 170.02 178.77 175.48 167.32 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 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
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.26, N = 3 SE +/- 0.27, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 108.31 109.07 102.25 108.27
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 11 22 33 44 55 SE +/- 0.54, N = 15 SE +/- 0.61, N = 15 SE +/- 0.64, N = 3 SE +/- 0.55, N = 3 46.0 44.8 47.5 45.9 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 13 Total Time Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 40M 80M 120M 160M 200M SE +/- 2129761.70, N = 15 SE +/- 1908422.73, N = 4 SE +/- 1887131.91, N = 3 SE +/- 1764312.05, N = 15 180493580 173250319 182083926 183504987 -pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake 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
POV-Ray Trace Time OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.097, N = 5 SE +/- 0.084, N = 3 SE +/- 0.016, N = 3 SE +/- 0.090, N = 3 9.476 9.451 8.952 9.089 -lSM -lICE -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -lSM -lICE -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE -R/usr/lib 1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.4144 0.8288 1.2432 1.6576 2.072 SE +/- 0.01169, N = 14 SE +/- 0.00660, N = 3 SE +/- 0.00330, N = 3 SE +/- 0.01185, N = 3 1.82051 1.80328 1.74481 1.84199 MIN: 1.67 MIN: 1.67 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.61 -O2 - MIN: 1.69 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 30K 60K 90K 120K 150K SE +/- 1568.63, N = 5 SE +/- 680.69, N = 3 SE +/- 240.37, N = 3 SE +/- 1369.10, N = 3 147240 143600 151167 148033 1. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
OpenVKL Benchmark: vklBenchmarkUnstructuredVolume OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 0.9 Benchmark: vklBenchmarkUnstructuredVolume Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 400K 800K 1200K 1600K 2000K SE +/- 7183.20, N = 3 SE +/- 17974.50, N = 3 SE +/- 13533.55, N = 3 SE +/- 7558.12, N = 3 1776457 1737714 1828816 1813549 MIN: 24424 / MAX: 5906521 MIN: 21419 / MAX: 5849413 MIN: 25882 / MAX: 5901670 MIN: 19659 / MAX: 5912498
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 10 20 30 40 50 SE +/- 0.15, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 45.72 46.11 43.83 46.04
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 7 14 21 28 35 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.15, N = 3 29.61 29.54 28.23 29.55
Helsing Digit Range: 14 digit OpenBenchmarking.org Seconds, Fewer Is Better Helsing 1.0-beta Digit Range: 14 digit Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.73, N = 15 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 82.47 82.64 79.12 79.61 1. (CC) gcc options: -O2 -pthread
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 10K 20K 30K 40K 50K SE +/- 35.00, N = 3 SE +/- 510.23, N = 15 SE +/- 60.24, N = 3 SE +/- 31.53, N = 3 47808.3 48816.5 46761.2 47685.7
Sysbench Test: RAM / Memory OpenBenchmarking.org MiB/sec, More Is Better Sysbench 1.0.20 Test: RAM / Memory Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3K 6K 9K 12K 15K SE +/- 145.91, N = 15 SE +/- 138.52, N = 15 SE +/- 126.52, N = 3 SE +/- 101.00, N = 15 12176.80 12252.73 12670.82 12185.51 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0828 0.1656 0.2484 0.3312 0.414 SE +/- 0.004351, N = 3 SE +/- 0.003468, N = 3 SE +/- 0.001144, N = 3 SE +/- 0.004582, N = 3 0.362841 0.353757 0.361521 0.367996 MIN: 0.32 MIN: 0.31 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.32 -O2 - MIN: 0.32 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
oneDNN Harness: IP Shapes 1D - Data Type: 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.2155 0.431 0.6465 0.862 1.0775 SE +/- 0.010679, N = 4 SE +/- 0.011491, N = 3 SE +/- 0.004580, N = 3 SE +/- 0.011811, N = 3 0.945450 0.942653 0.921930 0.957911 MIN: 0.86 MIN: 0.85 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.84 -O2 - MIN: 0.87 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
RELION Test: Basic - Device: CPU OpenBenchmarking.org Seconds, Fewer Is Better RELION 3.1.1 Test: Basic - Device: CPU Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 80 160 240 320 400 SE +/- 1.61, N = 3 SE +/- 0.74, N = 3 SE +/- 0.17, N = 3 SE +/- 0.25, N = 3 348.84 348.60 358.32 362.13 -O3 -lmpi_cxx -O3 -lmpi_cxx -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 -lmpi_cxx 1. (CXX) g++ options: -fopenmp -std=c++0x -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0577 0.1154 0.1731 0.2308 0.2885 SE +/- 0.002948, N = 3 SE +/- 0.003241, N = 3 SE +/- 0.001913, N = 3 SE +/- 0.003140, N = 4 0.256555 0.249170 0.247725 0.254526 MIN: 0.23 MIN: 0.22 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.22 -O2 - MIN: 0.23 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.58, N = 3 SE +/- 0.68, N = 9 SE +/- 1.14, N = 3 SE +/- 0.76, N = 3 81.29 82.61 84.13 81.50 MIN: 67.06 / MAX: 91.79 MIN: 67 / MAX: 93.51 MIN: 68.3 / MAX: 93.51 MIN: 65.61 / MAX: 92.76
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 150 300 450 600 750 SE +/- 5.64, N = 15 SE +/- 1.50, N = 3 SE +/- 3.59, N = 3 SE +/- 2.47, N = 3 684.27 667.65 663.90 679.94 MIN: 645.4 MIN: 642.94 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 627.72 -O2 - MIN: 650 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 7 14 21 28 35 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 27.78 27.78 28.57 27.78 MIN: 17.24 / MAX: 29.41 MIN: 16.67 / MAX: 29.41 MIN: 18.87 / MAX: 30.3 MIN: 16.39 / MAX: 29.41
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 150 300 450 600 750 SE +/- 0.16, N = 3 SE +/- 4.59, N = 15 SE +/- 0.41, N = 3 SE +/- 0.57, N = 3 671.54 678.04 660.20 676.54 MIN: 647.67 MIN: 638.98 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 628.82 -O2 - MIN: 652.01 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 150 300 450 600 750 SE +/- 1.73, N = 3 SE +/- 5.68, N = 8 SE +/- 2.16, N = 3 SE +/- 0.75, N = 3 672.65 671.56 660.05 677.86 MIN: 646.15 MIN: 639.68 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 626.35 -O2 - MIN: 653.3 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 16 32 48 64 80 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.69, N = 3 72.28 71.92 71.51 73.35
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 100 200 300 400 500 SE +/- 0.63, N = 3 SE +/- 1.48, N = 3 SE +/- 1.15, N = 3 SE +/- 1.32, N = 3 437.87 431.30 434.95 442.35 MIN: 422.67 MIN: 414.55 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 417.43 -O2 - MIN: 425.26 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.24, N = 3 SE +/- 0.21, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 88.36 88.16 86.83 88.89
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.1 Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 39.82 39.97 39.48 40.39 -lmpi_cxx -lmpi_cxx -lmpi_cxx 1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi
SecureMark Benchmark: SecureMark-TLS OpenBenchmarking.org marks, More Is Better SecureMark 1.0.4 Benchmark: SecureMark-TLS Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 50K 100K 150K 200K 250K SE +/- 178.37, N = 3 SE +/- 124.15, N = 3 SE +/- 121.72, N = 3 SE +/- 359.29, N = 3 230272 225195 229770 228894 1. (CC) gcc options: -pedantic -O3
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 100 200 300 400 500 SE +/- 0.53, N = 3 SE +/- 1.79, N = 3 SE +/- 2.18, N = 3 SE +/- 1.22, N = 3 439.68 433.74 433.43 442.70 MIN: 424.75 MIN: 416.67 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.35 -O2 - MIN: 423.41 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.6858 1.3716 2.0574 2.7432 3.429 SE +/- 0.02675, N = 12 SE +/- 0.03357, N = 3 SE +/- 0.00391, N = 3 SE +/- 0.02287, N = 14 3.03516 3.01186 2.98572 3.04815 MIN: 2.86 MIN: 2.84 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.85 -O2 - MIN: 2.87 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.1384 0.2768 0.4152 0.5536 0.692 SE +/- 0.004554, N = 3 SE +/- 0.002882, N = 3 SE +/- 0.001093, N = 3 SE +/- 0.006364, N = 3 0.615331 0.602936 0.614468 0.612234 MIN: 0.57 MIN: 0.56 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.56 -O2 - MIN: 0.56 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 8 16 24 32 40 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 35.73 36.30 35.63 35.59 -O3 -O3 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CXX) g++ options: -pthread -lm
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.194 0.388 0.582 0.776 0.97 SE +/- 0.008374, N = 6 SE +/- 0.008602, N = 6 SE +/- 0.000743, N = 3 SE +/- 0.008032, N = 6 0.846330 0.850400 0.862061 0.854642 MIN: 0.8 MIN: 0.8 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.81 -O2 - MIN: 0.8 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 10.42 10.42 10.60 10.42 MIN: 7.87 / MAX: 10.64 MIN: 7.94 / MAX: 10.53 MIN: 7.58 / MAX: 10.87 MIN: 7.81 / MAX: 10.53
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 100 200 300 400 500 SE +/- 0.96, N = 3 SE +/- 1.72, N = 3 SE +/- 1.50, N = 3 SE +/- 0.36, N = 3 437.97 433.43 433.80 440.63 MIN: 422.42 MIN: 414.41 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.44 -O2 - MIN: 424.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.84, N = 10 SE +/- 0.91, N = 3 SE +/- 1.45, N = 3 SE +/- 1.03, N = 6 106.69 106.14 107.77 106.05 MIN: 85.33 / MAX: 112.78 MIN: 84.21 / MAX: 111.87 MIN: 85.87 / MAX: 112.96 MIN: 82.33 / MAX: 111.97
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 120K 240K 360K 480K 600K SE +/- 790.57, N = 3 SE +/- 5213.69, N = 3 SE +/- 4180.58, N = 3 SE +/- 888.88, N = 3 569303 576988 572684 574742
Rodinia Test: OpenMP HotSpot3D OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP HotSpot3D Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 20 40 60 80 100 SE +/- 0.57, N = 3 SE +/- 0.14, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 105.65 104.32 104.28 104.77 1. (CXX) g++ options: -O2 -lOpenCL
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.4751 0.9502 1.4253 1.9004 2.3755 SE +/- 0.01823, N = 3 SE +/- 0.01729, N = 3 SE +/- 0.00152, N = 3 SE +/- 0.01824, N = 3 2.10597 2.10694 2.08771 2.11134 MIN: 2.03 MIN: 2.03 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.03 -O2 - MIN: 2.03 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
Sysbench Test: CPU OpenBenchmarking.org Events Per Second, More Is Better Sysbench 1.0.20 Test: CPU Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 50K 100K 150K 200K 250K SE +/- 275.74, N = 3 SE +/- 252.80, N = 3 SE +/- 23.74, N = 3 SE +/- 276.88, N = 3 213870.87 214228.62 212303.58 212714.19 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 80 160 240 320 400 SE +/- 0.08, N = 3 SE +/- 0.53, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 366.73 367.80 364.99 366.37 -O3 - MIN: 365.95 / MAX: 373.2 -O3 - MIN: 367 / MAX: 370.11 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 364.69 / MAX: 366.31 -O2 - MIN: 366.07 / MAX: 367.44 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0614 0.1228 0.1842 0.2456 0.307 SE +/- 0.00049, N = 3 SE +/- 0.00044, N = 3 SE +/- 0.00032, N = 3 SE +/- 0.00056, N = 3 0.27128 0.27083 0.27141 0.27274
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 10.38 10.38 10.38 10.31 MIN: 7.58 / MAX: 10.75 MIN: 9.17 / MAX: 10.53 MIN: 8.13 / MAX: 10.75 MIN: 8.77 / MAX: 10.42
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 Fedora Server 34 600 1200 1800 2400 3000 SE +/- 16.65, N = 3 2747.1 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 Fedora Server 34 600 1200 1800 2400 3000 SE +/- 2.07, N = 7 2698.6 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 Fedora Server 34 700 1400 2100 2800 3500 SE +/- 8.89, N = 14 3118.5 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 Fedora Server 34 700 1400 2100 2800 3500 SE +/- 8.55, N = 2 3057.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 18.87 18.87 18.87 18.87 MIN: 13.33 / MAX: 19.23 MIN: 12.82 / MAX: 19.23 MIN: 13.16 / MAX: 19.61 MIN: 12.05 / MAX: 19.23
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 600 1200 1800 2400 3000 SE +/- 24.65, N = 3 SE +/- 25.03, N = 15 SE +/- 58.63, N = 12 SE +/- 30.33, N = 15 2096.7 2128.7 2656.6 2069.1 -llzma -llzma -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -llzma 1. (CC) gcc options: -O3 -pthread -lz
Apache Cassandra Test: Writes OpenBenchmarking.org Op/s, More Is Better Apache Cassandra 3.11.4 Test: Writes Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 70K 140K 210K 280K 350K SE +/- 2263.61, N = 15 SE +/- 1368.32, N = 15 SE +/- 2265.50, N = 3 SE +/- 2127.47, N = 15 106863 103051 312015 108941
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 100 200 300 400 500 SE +/- 9.40, N = 15 SE +/- 0.44, N = 3 SE +/- 0.15, N = 3 SE +/- 6.88, N = 15 443.55 374.20 354.30 401.86 -O3 - MIN: 367.81 / MAX: 808.75 -O3 - MIN: 371.48 / MAX: 419.18 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 353.49 / MAX: 357.29 -O2 - MIN: 368.12 / MAX: 804.92 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 0.0639 0.1278 0.1917 0.2556 0.3195 SE +/- 0.003, N = 15 SE +/- 0.003, N = 4 SE +/- 0.005, N = 15 SE +/- 0.006, N = 13 0.266 0.263 0.254 0.284 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 200K 400K 600K 800K 1000K SE +/- 10755.01, N = 15 SE +/- 10643.51, N = 4 SE +/- 19682.88, N = 15 SE +/- 17861.91, N = 13 946634 954214 990608 886858 -O2 -O2 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 110K 220K 330K 440K 550K SE +/- 4128.37, N = 3 SE +/- 18099.02, N = 15 SE +/- 2367.62, N = 3 524178.09 421171.59 503991.58 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
Tungsten Renderer Scene: Volumetric Caustic OpenBenchmarking.org Seconds, Fewer Is Better Tungsten Renderer 0.2.2 Scene: Volumetric Caustic Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 4 8 12 16 20 SE +/- 0.44, N = 15 SE +/- 0.39, N = 15 SE +/- 0.48, N = 15 SE +/- 0.74, N = 12 13.45 13.87 13.87 13.09 -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 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 -rdynamic -ljpeg -lpthread -ldl
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 6 12 18 24 30 SE +/- 0.35, N = 13 SE +/- 0.36, N = 12 SE +/- 0.17, N = 9 SE +/- 0.46, N = 13 24.81 25.96 20.74 26.51
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 3 6 9 12 15 SE +/- 0.146, N = 15 SE +/- 0.118, N = 12 SE +/- 0.013, N = 3 SE +/- 0.100, N = 15 8.522 8.967 5.815 9.332 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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 1.2062 2.4124 3.6186 4.8248 6.031 SE +/- 0.074, N = 15 SE +/- 0.099, N = 15 SE +/- 0.030, N = 15 SE +/- 0.070, N = 15 5.050 5.361 3.066 5.186 1. (CXX) g++ options: -O3 -fPIC -lm
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 40M 80M 120M 160M 200M SE +/- 1805964.50, N = 3 SE +/- 3374554.91, N = 12 SE +/- 2090545.83, N = 3 SE +/- 1128044.08, N = 3 172711481 171613950 174596848 168644528
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 13 26 39 52 65 SE +/- 2.57, N = 12 SE +/- 2.40, N = 12 SE +/- 0.85, N = 3 SE +/- 2.83, N = 12 57.59 49.87 59.98 54.83
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 1200 2400 3600 4800 6000 SE +/- 153.92, N = 20 SE +/- 194.90, N = 20 SE +/- 14.30, N = 4 SE +/- 150.49, N = 20 5320 5518 3590 5088
Java Gradle Build Gradle Build: Reactor OpenBenchmarking.org Seconds, Fewer Is Better Java Gradle Build Gradle Build: Reactor Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 80 160 240 320 400 SE +/- 5.06, N = 9 SE +/- 10.71, N = 9 SE +/- 8.63, N = 6 SE +/- 8.29, N = 7 366.36 382.99 301.41 354.03
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.64, N = 12 SE +/- 0.47, N = 15 SE +/- 0.30, N = 4 23.87 22.08 31.15 27.21 -O3 -O3 -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -O2 1. (CXX) g++ options: -pthread -lm
Rodinia Test: OpenMP Leukocyte OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Leukocyte Ubuntu 21.04 Ubuntu 20.04.2 LTS Clear Linux 34630 Fedora Server 34 14 28 42 56 70 SE +/- 0.67, N = 3 SE +/- 1.30, N = 15 SE +/- 0.36, N = 15 SE +/- 0.49, N = 3 62.04 60.93 40.82 62.21 1. (CXX) g++ options: -O2 -lOpenCL
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 20.04.2 LTS Clear Linux 34630 Fedora Server 34 1300 2600 3900 5200 6500 SE +/- 51.84, N = 15 SE +/- 81.23, N = 15 SE +/- 165.45, N = 12 SE +/- 13.65, N = 3 6259.88 6011.42 5425.40 2213.51 -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 21.04: Open MPI 4.1.0 3. Ubuntu 20.04.2 LTS: Open MPI 4.0.3 4. Clear Linux 34630: 3.2
Phoronix Test Suite v10.8.5