Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks

Tests for a future article. 2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Clear Linux OS 34630 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2105195-IB-2105188IB39&sro.

Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998504GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPUbuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X ServerGCC 10.3.0ext41920x1080Ubuntu 20.045.8.0-53-generic (x86_64)GNOME Shell 3.36.7X Server 1.20.9GCC 9.3.0Clear Linux OS 346305.10.19-1032.native (x86_64)GNOME Shell 40.0X ServerGCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0OpenBenchmarking.orgKernel Details- Ubuntu 21.04: Transparent Huge Pages: madvise- Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise- Clear Linux 34630: Transparent Huge Pages: alwaysCompiler 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 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: 4096Processor 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: 0xd000270Java 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)Python Details- Ubuntu 21.04: Python 3.9.4- Ubuntu 20.04.2 LTS: Python 3.8.5- Clear Linux 34630: Python 3.9.5Security 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 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 blogbench: Readblogbench: Writehpcg: npb: EP.Cnpb: LU.Crodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocytenamd: ATPase Simulation - 327,506 Atomsmrbayes: Primate Phylogeny Analysisnwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dincompact3d: input.i3d 193 Cells Per Directionrelion: Basic - CPUlammps: 20k Atomslammps: Rhodopsin Proteinlibgav1: Summer Nature 4Kchia-vdf: Square Plain C++chia-vdf: Square Assembly Optimizedjava-gradle-perf: Reactordacapobench: H2dacapobench: Jythondacapobench: Tradebeanscompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080poidn: Memorialopenvkl: vklBenchmarkopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkUnstructuredVolumecoremark: CoreMark Size 666 - Iterations Per Secondstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthpjsip: INVITEpjsip: OPTIONS, Statefulpjsip: OPTIONS, Statelessavifenc: 6avifenc: 10avifenc: 6, Losslessavifenc: 10, Losslessbuild-apache: Time To Compilebuild-linux-kernel: Time To Compilebuild-php: Time To Compilepovray: Trace Timetungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric Causticonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUhelsing: 14 digitsecuremark: SecureMark-TLSnode-web-tooling: liquid-dsp: 16 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 160 - 256 - 57keydb: tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2pgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1sysbench: RAM / Memorysysbench: CPUcassandra: Writesblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlypybench: Total For Average Test Timesphpbench: PHP Benchmark Suitecompress-zstd: 3 - Compression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19, Long Mode - Compression Speedgromacs: MPI CPU - water_GMX50_bareUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463022538106076839.82316259.88187807.0840.406105.65062.0440.27128170.0191875.8291.99396811.3305505348.83835.72523.86619.39138967147240366.3631074053201672982.32727.647.22719.490.9118.8710.4212510.38109.6327.7867.039581.2911106.68586.9013.3822.7829.80929.57172.02260.88204.8612.9228.3357.596692191583717764572347453.567360180493580172711481253138154008215.3835.05036.7648.52235.18724.81340.2079.4766.5253831.27395.2391213.44810.9454501.379033.035161.820511.4108428.75170.8463300.3628410.193198672.646437.866684.2712.105973.27051439.6770.256555671.541437.9720.2314830.61533182.46523027210.79826756667163116666732907666673080633333524178.0947808.368701981319.341555.143074.55693039466340.266443.547366.72912176.80213870.8710686329.6172.2845.72108.3188.369957155876148.42096.782.246.09.00422241456306239.96696011.42189606.1439.522104.31560.9330.27083178.7731825319.48787411.7113234348.60436.30022.08419.31139400143600382.9881123555181806084.02740.743.62782.790.9118.8710.4212510.38110.1927.7866.886682.6069106.14356.9313.3323.1628.13929.14157.78234.92196.9712.5828.5049.876612207709017377142261054.029261173250319171613950184035974095415.5015.36138.5248.96735.98725.96040.7239.4516.4564632.48335.1663113.87450.9426531.374323.011861.803281.3962632.65000.8504000.3537570.190921671.557431.304667.6462.106943.47588433.7410.249170678.041433.4260.2183630.60293682.63822519510.94832983333165386666733166333333106666667421171.5948816.571651790927.945998.846915.55769889542140.263374.203367.79912252.73214228.6210305129.5471.9246.11109.0788.169827266234576.82128.783.044.88.88419084385600939.48215425.40194386.0238.693104.27840.8150.27141175.4762209.4289.55147311.1637303358.31635.63231.15354.59143567151167301.41341323590428290.12253.649.22447.010018.8710.60142.8610.3812528.5773.837084.1301107.772617.8040.9646.9860.27338.51315.80592.99456.4729.0578.4259.988152960556518288162452833.3609451820839261745968485296103604388010.2373.06627.2465.81522.24120.73631.1048.9525.6220118.17122.4079013.86590.9219301.356792.985721.744811.580779.798720.8620610.3615210.188906660.052434.954663.8962.087713.22981433.4320.247725660.198433.7980.2160480.61446879.11822977013.06999833333197310000039700666673843066667503991.5846761.266566674734.932984.633677.25726849906080.254354.298364.98712670.82212303.5831201528.2371.5143.83102.2586.8310159001847015.52656.688.047.59.201OpenBenchmarking.org

BlogBench

Test: Read

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04500K1000K1500K2000K2500KSE +/- 12916.51, N = 3SE +/- 21799.22, N = 9SE +/- 30037.66, N = 3190843822241452253810-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0414K28K42K56K70KSE +/- 74.61, N = 3SE +/- 770.50, N = 3SE +/- 717.36, N = 3560096306260768-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 339.4839.9739.82-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0413002600390052006500SE +/- 165.45, N = 12SE +/- 81.23, N = 15SE +/- 51.84, N = 155425.406011.426259.88-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34630: 3.23. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.0

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0440K80K120K160K200KSE +/- 301.93, N = 3SE +/- 1295.33, N = 3SE +/- 419.66, N = 3194386.02189606.14187807.08-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34630: 3.23. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.0

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.46, N = 4SE +/- 0.07, N = 3SE +/- 0.15, N = 338.6939.5240.411. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.57, N = 3104.28104.32105.651. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041428425670SE +/- 0.36, N = 15SE +/- 1.30, N = 15SE +/- 0.67, N = 340.8260.9362.041. (CXX) g++ options: -O2 -lOpenCL

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.06110.12220.18330.24440.3055SE +/- 0.00032, N = 3SE +/- 0.00044, N = 3SE +/- 0.00049, N = 30.271410.270830.27128

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.044080120160200SE +/- 1.06, N = 3SE +/- 0.79, N = 3SE +/- 0.83, N = 3175.48178.77170.02-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0450010001500200025002209.41825.01875.8-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lz1. (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 -lcomex -lm -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0470140210280350SE +/- 0.46, N = 3SE +/- 3.10, N = 3SE +/- 1.18, N = 3289.55319.49291.99-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (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.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 311.1611.7111.33-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

RELION

Test: Basic - Device: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0480160240320400SE +/- 0.17, N = 3SE +/- 0.74, N = 3SE +/- 1.61, N = 3358.32348.60348.84-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -fopenmp -std=c++0x -rdynamic -lmpi -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 335.6336.3035.73-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.47, N = 15SE +/- 0.64, N = 12SE +/- 0.02, N = 331.1522.0823.87-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread -lm

libgav1

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041224364860SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 354.5919.3119.39-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -lpthread -lrt

Chia Blockchain VDF

Test: Square Plain C++

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0430K60K90K120K150KSE +/- 33.33, N = 3SE +/- 585.95, N = 3SE +/- 88.19, N = 31435671394001389671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Chia Blockchain VDF

Test: Square Assembly Optimized

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0430K60K90K120K150KSE +/- 240.37, N = 3SE +/- 680.69, N = 3SE +/- 1568.63, N = 51511671436001472401. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0480160240320400SE +/- 8.63, N = 6SE +/- 10.71, N = 9SE +/- 5.06, N = 9301.41382.99366.36

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.042K4K6K8K10KSE +/- 53.70, N = 20SE +/- 115.71, N = 20SE +/- 133.93, N = 441321123510740

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0412002400360048006000SE +/- 14.30, N = 4SE +/- 194.90, N = 20SE +/- 153.92, N = 20359055185320

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.044K8K12K16K20KSE +/- 51.71, N = 4SE +/- 203.38, N = 4SE +/- 82.67, N = 442821806016729

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.32, N = 3SE +/- 0.68, N = 3SE +/- 0.81, N = 390.184.082.3-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.046001200180024003000SE +/- 4.09, N = 3SE +/- 9.85, N = 3SE +/- 12.48, N = 32253.62740.72727.6-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.18, N = 3SE +/- 0.39, N = 15SE +/- 0.33, N = 349.243.647.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.046001200180024003000SE +/- 7.42, N = 3SE +/- 5.43, N = 15SE +/- 1.06, N = 32447.02782.72719.4-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3100.0090.9190.91MIN: 52.63 / MAX: 111.11MIN: 55.56 / MAX: 100MIN: 55.56 / MAX: 100

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8718.8718.87MIN: 13.16 / MAX: 19.61MIN: 12.82 / MAX: 19.23MIN: 13.33 / MAX: 19.23

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 310.6010.4210.42MIN: 7.58 / MAX: 10.87MIN: 7.94 / MAX: 10.53MIN: 7.87 / MAX: 10.64

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04306090120150SE +/- 0.00, N = 3142.86125.00125.00MIN: 41.67MIN: 33.33 / MAX: 142.86MIN: 31.25 / MAX: 142.86

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 310.3810.3810.38MIN: 8.13 / MAX: 10.75MIN: 9.17 / MAX: 10.53MIN: 7.58 / MAX: 10.75

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04306090120150SE +/- 0.00, N = 3SE +/- 0.93, N = 12SE +/- 1.01, N = 15125.00110.19109.63MIN: 90.91MIN: 21.74 / MAX: 111.11MIN: 20.83 / MAX: 125

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 328.5727.7827.78MIN: 18.87 / MAX: 30.3MIN: 16.67 / MAX: 29.41MIN: 17.24 / MAX: 29.41

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041632486480SE +/- 0.68, N = 3SE +/- 0.70, N = 3SE +/- 0.30, N = 373.8466.8967.04MIN: 64.62 / MAX: 94.03MIN: 59.4 / MAX: 88.24MIN: 59.72 / MAX: 87.99

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 1.14, N = 3SE +/- 0.68, N = 9SE +/- 0.58, N = 384.1382.6181.29MIN: 68.3 / MAX: 93.51MIN: 67 / MAX: 93.51MIN: 67.06 / MAX: 91.79

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 1.45, N = 3SE +/- 0.91, N = 3SE +/- 0.84, N = 10107.77106.14106.69MIN: 85.87 / MAX: 112.96MIN: 84.21 / MAX: 111.87MIN: 85.33 / MAX: 112.78

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0448121620SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.806.936.90-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 340.9613.3313.38-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.34, N = 12SE +/- 0.24, N = 3SE +/- 0.11, N = 346.9823.1622.78-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041326395265SE +/- 0.42, N = 3SE +/- 0.34, N = 15SE +/- 0.34, N = 360.2728.1429.81-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.24, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 338.5129.1429.57-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0470140210280350SE +/- 2.34, N = 15SE +/- 1.68, N = 3SE +/- 1.72, N = 3315.80157.78172.02-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04130260390520650SE +/- 5.64, N = 3SE +/- 1.73, N = 3SE +/- 2.49, N = 3592.99234.92260.88-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 2.91, N = 3SE +/- 1.73, N = 3SE +/- 2.00, N = 15456.47196.97204.86-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.40, N = 15SE +/- 0.09, N = 3SE +/- 0.09, N = 329.0512.5812.92-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.59, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 378.4228.5028.33-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041326395265SE +/- 0.85, N = 3SE +/- 2.40, N = 12SE +/- 2.57, N = 1259.9849.8757.59

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.042004006008001000SE +/- 2.08, N = 3SE +/- 5.81, N = 3SE +/- 2.40, N = 3815661669MIN: 1 / MAX: 3198MIN: 1 / MAX: 2845MIN: 1 / MAX: 2821

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.046M12M18M24M30MSE +/- 324102.01, N = 3SE +/- 187763.97, N = 3SE +/- 58341.71, N = 3296055652207709021915837MIN: 1030715 / MAX: 177194520MIN: 1030467 / MAX: 169859376MIN: 1062215 / MAX: 153704880

OpenVKL

Benchmark: vklBenchmarkUnstructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04400K800K1200K1600K2000KSE +/- 13533.55, N = 3SE +/- 17974.50, N = 3SE +/- 7183.20, N = 3182881617377141776457MIN: 25882 / MAX: 5901670MIN: 21419 / MAX: 5849413MIN: 24424 / MAX: 5906521

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04500K1000K1500K2000K2500KSE +/- 6737.83, N = 3SE +/- 24473.66, N = 5SE +/- 2872.35, N = 32452833.362261054.032347453.57-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O2 -lrt" -lrt

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0440M80M120M160M200MSE +/- 1887131.91, N = 3SE +/- 1908422.73, N = 4SE +/- 2129761.70, N = 15182083926173250319180493580-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -lgcov -m64 -lpthread -O3 -fno-exceptions -std=c++17 -pedantic -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -fprofile-use -fno-peel-loops -fno-tracer -flto=jobserver

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0440M80M120M160M200MSE +/- 2090545.83, N = 3SE +/- 3374554.91, N = 12SE +/- 1805964.50, N = 3174596848171613950172711481

PJSIP

Method: INVITE

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0411002200330044005500SE +/- 20.58, N = 3SE +/- 14.31, N = 3SE +/- 22.31, N = 15529618402531-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O21. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

PJSIP

Method: OPTIONS, Stateful

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.042K4K6K8K10KSE +/- 1.53, N = 3SE +/- 13.59, N = 3SE +/- 6.89, N = 31036035973815-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O21. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

PJSIP

Method: OPTIONS, Stateless

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.049K18K27K36K45KSE +/- 270.37, N = 3SE +/- 352.27, N = 3SE +/- 533.56, N = 3438804095440082-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O21. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0448121620SE +/- 0.03, N = 3SE +/- 0.14, N = 15SE +/- 0.19, N = 410.2415.5015.381. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041.20622.41243.61864.82486.031SE +/- 0.030, N = 15SE +/- 0.099, N = 15SE +/- 0.074, N = 153.0665.3615.0501. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.11, N = 3SE +/- 0.38, N = 3SE +/- 0.47, N = 327.2538.5236.761. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.013, N = 3SE +/- 0.118, N = 12SE +/- 0.146, N = 155.8158.9678.5221. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 322.2435.9935.19

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04612182430SE +/- 0.17, N = 9SE +/- 0.36, N = 12SE +/- 0.35, N = 1320.7425.9624.81

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.52, N = 331.1040.7240.21

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.016, N = 3SE +/- 0.084, N = 3SE +/- 0.097, N = 58.9529.4519.476-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread-lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread-lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04246810SE +/- 0.02021, N = 3SE +/- 0.08029, N = 15SE +/- 0.07388, N = 35.622016.456466.52538-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -O3 -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

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 318.1732.4831.27-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -O3 -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

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041.17882.35763.53644.71525.894SE +/- 0.00072, N = 3SE +/- 0.02249, N = 3SE +/- 0.07466, N = 32.407905.166315.23912-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -O3 -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

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0448121620SE +/- 0.48, N = 15SE +/- 0.39, N = 15SE +/- 0.44, N = 1513.8713.8713.45-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -O3 -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

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.21270.42540.63810.85081.0635SE +/- 0.004580, N = 3SE +/- 0.011491, N = 3SE +/- 0.010679, N = 40.9219300.9426530.945450-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.84MIN: 0.85MIN: 0.861. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.31030.62060.93091.24121.5515SE +/- 0.00192, N = 3SE +/- 0.01216, N = 3SE +/- 0.01131, N = 31.356791.374321.37903-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.31MIN: 1.32MIN: 1.331. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.68291.36582.04872.73163.4145SE +/- 0.00391, N = 3SE +/- 0.03357, N = 3SE +/- 0.02675, N = 122.985723.011863.03516-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.85MIN: 2.84MIN: 2.861. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.40960.81921.22881.63842.048SE +/- 0.00330, N = 3SE +/- 0.00660, N = 3SE +/- 0.01169, N = 141.744811.803281.82051-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.61MIN: 1.67MIN: 1.671. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.35570.71141.06711.42281.7785SE +/- 0.01755, N = 3SE +/- 0.00638, N = 3SE +/- 0.00589, N = 31.580771.396261.41084-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.38MIN: 1.26MIN: 1.271. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.09474, N = 15SE +/- 0.49102, N = 15SE +/- 0.28978, N = 159.7987232.6500028.75170-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.28MIN: 9.3MIN: 15.461. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.1940.3880.5820.7760.97SE +/- 0.000743, N = 3SE +/- 0.008602, N = 6SE +/- 0.008374, N = 60.8620610.8504000.846330-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.81MIN: 0.8MIN: 0.81. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.08160.16320.24480.32640.408SE +/- 0.001144, N = 3SE +/- 0.003468, N = 3SE +/- 0.004351, N = 30.3615210.3537570.362841-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.32MIN: 0.31MIN: 0.321. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.04350.0870.13050.1740.2175SE +/- 0.000520, N = 3SE +/- 0.001679, N = 14SE +/- 0.001836, N = 130.1889060.1909210.193198-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.18MIN: 0.18MIN: 0.181. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 2.16, N = 3SE +/- 5.68, N = 8SE +/- 1.73, N = 3660.05671.56672.65-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 626.35MIN: 639.68MIN: 646.151. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0490180270360450SE +/- 1.15, N = 3SE +/- 1.48, N = 3SE +/- 0.63, N = 3434.95431.30437.87-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 417.43MIN: 414.55MIN: 422.671. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 3.59, N = 3SE +/- 1.50, N = 3SE +/- 5.64, N = 15663.90667.65684.27-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 627.72MIN: 642.94MIN: 645.41. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.47410.94821.42231.89642.3705SE +/- 0.00152, N = 3SE +/- 0.01729, N = 3SE +/- 0.01823, N = 32.087712.106942.10597-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.03MIN: 2.03MIN: 2.031. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.78211.56422.34633.12843.9105SE +/- 0.00331, N = 3SE +/- 0.00414, N = 3SE +/- 0.00929, N = 33.229813.475883.27051-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.02MIN: 3.31MIN: 3.091. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 2.18, N = 3SE +/- 1.79, N = 3SE +/- 0.53, N = 3433.43433.74439.68-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.35MIN: 416.67MIN: 424.751. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.05770.11540.17310.23080.2885SE +/- 0.001913, N = 3SE +/- 0.003241, N = 3SE +/- 0.002948, N = 30.2477250.2491700.256555-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.22MIN: 0.22MIN: 0.231. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 0.41, N = 3SE +/- 4.59, N = 15SE +/- 0.16, N = 3660.20678.04671.54-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 628.82MIN: 638.98MIN: 647.671. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0490180270360450SE +/- 1.50, N = 3SE +/- 1.72, N = 3SE +/- 0.96, N = 3433.80433.43437.97-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.44MIN: 414.41MIN: 422.421. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.05210.10420.15630.20840.2605SE +/- 0.001684, N = 3SE +/- 0.001876, N = 8SE +/- 0.002322, N = 60.2160480.2183630.231483-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.19MIN: 0.19MIN: 0.21. (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.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.13840.27680.41520.55360.692SE +/- 0.001093, N = 3SE +/- 0.002882, N = 3SE +/- 0.004554, N = 30.6144680.6029360.615331-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.56MIN: 0.56MIN: 0.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Helsing

Digit Range: 14 digit

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.73, N = 1579.1282.6482.471. (CC) gcc options: -O2 -pthread

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0450K100K150K200K250KSE +/- 121.72, N = 3SE +/- 124.15, N = 3SE +/- 178.37, N = 32297702251952302721. (CC) gcc options: -pedantic -O3

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.01, N = 3SE +/- 0.12, N = 15SE +/- 0.07, N = 313.0610.9410.791. Clear Linux 34630: Nodejs v14.17.02. Ubuntu 20.04.2 LTS: Nodejs v10.19.03. Ubuntu 21.04: Nodejs v12.21.0

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04200M400M600M800M1000MSE +/- 2729061.70, N = 3SE +/- 5004752.19, N = 3SE +/- 702242.44, N = 3999833333832983333826756667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04400M800M1200M1600M2000MSE +/- 16877598.57, N = 3SE +/- 5634516.64, N = 3SE +/- 768837.51, N = 3197310000016538666671631166667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04900M1800M2700M3600M4500MSE +/- 36096414.10, N = 3SE +/- 8772368.23, N = 3SE +/- 9583724.63, N = 3397006666733166333333290766667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 160 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04800M1600M2400M3200M4000MSE +/- 13074699.91, N = 3SE +/- 11545032.60, N = 3SE +/- 15087448.79, N = 3384306666731066666673080633333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04110K220K330K440K550KSE +/- 2367.62, N = 3SE +/- 18099.02, N = 15SE +/- 4128.37, N = 3503991.58421171.59524178.091. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 60.24, N = 3SE +/- 510.23, N = 15SE +/- 35.00, N = 346761.248816.547808.3

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04150K300K450K600K750KSE +/- 6494.21, N = 3SE +/- 2002.95, N = 3SE +/- 7233.85, N = 5665666716517687019

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420K40K60K80K100KSE +/- 102.89, N = 3SE +/- 1128.79, N = 4SE +/- 768.19, N = 1574734.990927.981319.3

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 68.45, N = 3SE +/- 630.61, N = 15SE +/- 612.15, N = 1532984.645998.841555.1

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 60.78, N = 3SE +/- 706.39, N = 15SE +/- 601.06, N = 1533677.246915.543074.5

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04120K240K360K480K600KSE +/- 4180.58, N = 3SE +/- 5213.69, N = 3SE +/- 790.57, N = 3572684576988569303

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04200K400K600K800K1000KSE +/- 19682.88, N = 15SE +/- 10643.51, N = 4SE +/- 10755.01, N = 15990608954214946634-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.040.05990.11980.17970.23960.2995SE +/- 0.005, N = 15SE +/- 0.003, N = 4SE +/- 0.003, N = 150.2540.2630.266-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 0.15, N = 3SE +/- 0.44, N = 3SE +/- 9.40, N = 15354.30374.20443.55-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 353.49 / MAX: 357.29MIN: 371.48 / MAX: 419.18MIN: 367.81 / MAX: 808.751. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Clear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0480160240320400SE +/- 0.04, N = 3SE +/- 0.53, N = 3SE +/- 0.08, N = 3364.99367.80366.73-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 364.69 / MAX: 366.31MIN: 367 / MAX: 370.11MIN: 365.95 / MAX: 373.21. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043K6K9K12K15KSE +/- 126.52, N = 3SE +/- 138.52, N = 15SE +/- 145.91, N = 1512670.8212252.7312176.80-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

Sysbench

Test: CPU

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0450K100K150K200K250KSE +/- 23.74, N = 3SE +/- 252.80, N = 3SE +/- 275.74, N = 3212303.58214228.62213870.87-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0470K140K210K280K350KSE +/- 2265.50, N = 3SE +/- 1368.32, N = 15SE +/- 2263.61, N = 15312015103051106863

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 328.2329.5429.61

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041632486480SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 371.5171.9272.28

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041020304050SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 343.8346.1145.72

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.26, N = 3102.25109.07108.31

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.24, N = 386.8388.1688.36

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.042004006008001000SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 1.86, N = 31015982995

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.04200K400K600K800K1000KSE +/- 1642.74, N = 3SE +/- 5472.66, N = 3SE +/- 3328.66, N = 3900184726623715587

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0415003000450060007500SE +/- 48.29, N = 15SE +/- 47.03, N = 3SE +/- 53.61, N = 37015.54576.86148.4-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.046001200180024003000SE +/- 58.63, N = 12SE +/- 25.03, N = 15SE +/- 24.65, N = 32656.62128.72096.7-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.66, N = 3SE +/- 0.70, N = 8SE +/- 1.03, N = 1588.083.082.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.64, N = 3SE +/- 0.61, N = 15SE +/- 0.54, N = 1547.544.846.0-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareClear Linux 34630Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.028, N = 3SE +/- 0.033, N = 3SE +/- 0.058, N = 39.2018.8849.004-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread


Phoronix Test Suite v10.8.4