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.

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: ReadUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630500K1000K1500K2000K2500KSE +/- 30037.66, N = 3SE +/- 21799.22, N = 9SE +/- 12916.51, N = 3225381022241451908438-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463014K28K42K56K70KSE +/- 717.36, N = 3SE +/- 770.50, N = 3SE +/- 74.61, N = 3607686306256009-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 339.8239.9739.48-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.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463013002600390052006500SE +/- 51.84, N = 15SE +/- 81.23, N = 15SE +/- 165.45, N = 126259.886011.425425.40-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=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040K80K120K160K200KSE +/- 419.66, N = 3SE +/- 1295.33, N = 3SE +/- 301.93, N = 3187807.08189606.14194386.02-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=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.46, N = 440.4139.5238.691. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.57, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3105.65104.32104.281. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301428425670SE +/- 0.67, N = 3SE +/- 1.30, N = 15SE +/- 0.36, N = 1562.0460.9340.821. (CXX) g++ options: -O2 -lOpenCL

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.06110.12220.18330.24440.3055SE +/- 0.00049, N = 3SE +/- 0.00044, N = 3SE +/- 0.00032, N = 30.271280.270830.27141

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346304080120160200SE +/- 0.83, N = 3SE +/- 0.79, N = 3SE +/- 1.06, N = 3170.02178.77175.48-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 BuckyballUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050010001500200025001875.81825.02209.4-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 -lm -lcomex -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.i3dUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350SE +/- 1.18, N = 3SE +/- 3.10, N = 3SE +/- 0.46, N = 3291.99319.49289.55-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 DirectionUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 311.3311.7111.16-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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 1.61, N = 3SE +/- 0.74, N = 3SE +/- 0.17, N = 3348.84348.60358.32-lmpi_cxx-lmpi_cxx-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 335.7336.3035.63-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 ProteinUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.02, N = 3SE +/- 0.64, N = 12SE +/- 0.47, N = 1523.8722.0831.15-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 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301224364860SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 319.3919.3154.59-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++Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KSE +/- 88.19, N = 3SE +/- 585.95, N = 3SE +/- 33.33, N = 31389671394001435671. (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 OptimizedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KSE +/- 1568.63, N = 5SE +/- 680.69, N = 3SE +/- 240.37, N = 31472401436001511671. (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: ReactorUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 5.06, N = 9SE +/- 10.71, N = 9SE +/- 8.63, N = 6366.36382.99301.41

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KSE +/- 133.93, N = 4SE +/- 115.71, N = 20SE +/- 53.70, N = 2010740112354132

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012002400360048006000SE +/- 153.92, N = 20SE +/- 194.90, N = 20SE +/- 14.30, N = 4532055183590

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346304K8K12K16K20KSE +/- 82.67, N = 4SE +/- 203.38, N = 4SE +/- 51.71, N = 416729180604282

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.81, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 382.384.090.1-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 12.48, N = 3SE +/- 9.85, N = 3SE +/- 4.09, N = 32727.62740.72253.6-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.33, N = 3SE +/- 0.39, N = 15SE +/- 0.18, N = 347.243.649.2-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 1.06, N = 3SE +/- 5.43, N = 15SE +/- 7.42, N = 32719.42782.72447.0-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 390.9190.91100.00MIN: 55.56 / MAX: 100MIN: 55.56 / MAX: 100MIN: 52.63 / MAX: 111.11

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8718.8718.87MIN: 13.33 / MAX: 19.23MIN: 12.82 / MAX: 19.23MIN: 13.16 / MAX: 19.61

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 310.4210.4210.60MIN: 7.87 / MAX: 10.64MIN: 7.94 / MAX: 10.53MIN: 7.58 / MAX: 10.87

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150SE +/- 0.00, N = 3125.00125.00142.86MIN: 31.25 / MAX: 142.86MIN: 33.33 / MAX: 142.86MIN: 41.67

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 310.3810.3810.38MIN: 7.58 / MAX: 10.75MIN: 9.17 / MAX: 10.53MIN: 8.13 / MAX: 10.75

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150SE +/- 1.01, N = 15SE +/- 0.93, N = 12SE +/- 0.00, N = 3109.63110.19125.00MIN: 20.83 / MAX: 125MIN: 21.74 / MAX: 111.11MIN: 90.91

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 327.7827.7828.57MIN: 17.24 / MAX: 29.41MIN: 16.67 / MAX: 29.41MIN: 18.87 / MAX: 30.3

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480SE +/- 0.30, N = 3SE +/- 0.70, N = 3SE +/- 0.68, N = 367.0466.8973.84MIN: 59.72 / MAX: 87.99MIN: 59.4 / MAX: 88.24MIN: 64.62 / MAX: 94.03

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.58, N = 3SE +/- 0.68, N = 9SE +/- 1.14, N = 381.2982.6184.13MIN: 67.06 / MAX: 91.79MIN: 67 / MAX: 93.51MIN: 68.3 / MAX: 93.51

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.84, N = 10SE +/- 0.91, N = 3SE +/- 1.45, N = 3106.69106.14107.77MIN: 85.33 / MAX: 112.78MIN: 84.21 / MAX: 111.87MIN: 85.87 / MAX: 112.96

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 36.906.9317.80-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 313.3813.3340.96-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.34, N = 1222.7823.1646.98-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301326395265SE +/- 0.34, N = 3SE +/- 0.34, N = 15SE +/- 0.42, N = 329.8128.1460.27-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 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.24, N = 329.5729.1438.51-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -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 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350SE +/- 1.72, N = 3SE +/- 1.68, N = 3SE +/- 2.34, N = 15172.02157.78315.80-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -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 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630130260390520650SE +/- 2.49, N = 3SE +/- 1.73, N = 3SE +/- 5.64, N = 3260.88234.92592.99-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -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 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 2.00, N = 15SE +/- 1.73, N = 3SE +/- 2.91, N = 3204.86196.97456.47-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 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.40, N = 1512.9212.5829.05-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 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.34, N = 3SE +/- 0.25, N = 3SE +/- 0.59, N = 328.3328.5078.42-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: MemorialUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301326395265SE +/- 2.57, N = 12SE +/- 2.40, N = 12SE +/- 0.85, N = 357.5949.8759.98

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302004006008001000SE +/- 2.40, N = 3SE +/- 5.81, N = 3SE +/- 2.08, N = 3669661815MIN: 1 / MAX: 2821MIN: 1 / MAX: 2845MIN: 1 / MAX: 3198

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306M12M18M24M30MSE +/- 58341.71, N = 3SE +/- 187763.97, N = 3SE +/- 324102.01, N = 3219158372207709029605565MIN: 1062215 / MAX: 153704880MIN: 1030467 / MAX: 169859376MIN: 1030715 / MAX: 177194520

OpenVKL

Benchmark: vklBenchmarkUnstructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400K800K1200K1600K2000KSE +/- 7183.20, N = 3SE +/- 17974.50, N = 3SE +/- 13533.55, N = 3177645717377141828816MIN: 24424 / MAX: 5906521MIN: 21419 / MAX: 5849413MIN: 25882 / MAX: 5901670

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630500K1000K1500K2000K2500KSE +/- 2872.35, N = 3SE +/- 24473.66, N = 5SE +/- 6737.83, N = 32347453.572261054.032452833.36-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 TimeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040M80M120M160M200MSE +/- 2129761.70, N = 15SE +/- 1908422.73, N = 4SE +/- 1887131.91, N = 3180493580173250319182083926-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040M80M120M160M200MSE +/- 1805964.50, N = 3SE +/- 3374554.91, N = 12SE +/- 2090545.83, N = 3172711481171613950174596848

PJSIP

Method: INVITE

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463011002200330044005500SE +/- 22.31, N = 15SE +/- 14.31, N = 3SE +/- 20.58, N = 3253118405296-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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, StatefulUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KSE +/- 6.89, N = 3SE +/- 13.59, N = 3SE +/- 1.53, N = 33815359710360-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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, StatelessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346309K18K27K36K45KSE +/- 533.56, N = 3SE +/- 352.27, N = 3SE +/- 270.37, N = 3400824095443880-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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: 6Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.19, N = 4SE +/- 0.14, N = 15SE +/- 0.03, N = 315.3815.5010.241. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301.20622.41243.61864.82486.031SE +/- 0.074, N = 15SE +/- 0.099, N = 15SE +/- 0.030, N = 155.0505.3613.0661. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.47, N = 3SE +/- 0.38, N = 3SE +/- 0.11, N = 336.7638.5227.251. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.146, N = 15SE +/- 0.118, N = 12SE +/- 0.013, N = 38.5228.9675.8151. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 335.1935.9922.24

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630612182430SE +/- 0.35, N = 13SE +/- 0.36, N = 12SE +/- 0.17, N = 924.8125.9620.74

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.52, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 340.2140.7231.10

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.097, N = 5SE +/- 0.084, N = 3SE +/- 0.016, N = 39.4769.4518.952-lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread-lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread1. (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: HairUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810SE +/- 0.07388, N = 3SE +/- 0.08029, N = 15SE +/- 0.02021, N = 36.525386.456465.62201-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 331.2732.4818.17-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301.17882.35763.53644.71525.894SE +/- 0.07466, N = 3SE +/- 0.02249, N = 3SE +/- 0.00072, N = 35.239125.166312.40790-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.44, N = 15SE +/- 0.39, N = 15SE +/- 0.48, N = 1513.4513.8713.87-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.21270.42540.63810.85081.0635SE +/- 0.010679, N = 4SE +/- 0.011491, N = 3SE +/- 0.004580, N = 30.9454500.9426530.921930MIN: 0.86MIN: 0.85-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.841. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.31030.62060.93091.24121.5515SE +/- 0.01131, N = 3SE +/- 0.01216, N = 3SE +/- 0.00192, N = 31.379031.374321.35679MIN: 1.33MIN: 1.32-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.311. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.68291.36582.04872.73163.4145SE +/- 0.02675, N = 12SE +/- 0.03357, N = 3SE +/- 0.00391, N = 33.035163.011862.98572MIN: 2.86MIN: 2.84-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.851. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.40960.81921.22881.63842.048SE +/- 0.01169, N = 14SE +/- 0.00660, N = 3SE +/- 0.00330, N = 31.820511.803281.74481MIN: 1.67MIN: 1.67-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.611. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.35570.71141.06711.42281.7785SE +/- 0.00589, N = 3SE +/- 0.00638, N = 3SE +/- 0.01755, N = 31.410841.396261.58077MIN: 1.27MIN: 1.26-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.381. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.28978, N = 15SE +/- 0.49102, N = 15SE +/- 0.09474, N = 1528.7517032.650009.79872MIN: 15.46MIN: 9.3-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.281. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.1940.3880.5820.7760.97SE +/- 0.008374, N = 6SE +/- 0.008602, N = 6SE +/- 0.000743, N = 30.8463300.8504000.862061MIN: 0.8MIN: 0.8-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.811. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.08160.16320.24480.32640.408SE +/- 0.004351, N = 3SE +/- 0.003468, N = 3SE +/- 0.001144, N = 30.3628410.3537570.361521MIN: 0.32MIN: 0.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.04350.0870.13050.1740.2175SE +/- 0.001836, N = 13SE +/- 0.001679, N = 14SE +/- 0.000520, N = 30.1931980.1909210.188906MIN: 0.18MIN: 0.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 1.73, N = 3SE +/- 5.68, N = 8SE +/- 2.16, N = 3672.65671.56660.05MIN: 646.15MIN: 639.68-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 626.351. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463090180270360450SE +/- 0.63, N = 3SE +/- 1.48, N = 3SE +/- 1.15, N = 3437.87431.30434.95MIN: 422.67MIN: 414.55-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 417.431. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 5.64, N = 15SE +/- 1.50, N = 3SE +/- 3.59, N = 3684.27667.65663.90MIN: 645.4MIN: 642.94-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 627.721. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.47410.94821.42231.89642.3705SE +/- 0.01823, N = 3SE +/- 0.01729, N = 3SE +/- 0.00152, N = 32.105972.106942.08771MIN: 2.03MIN: 2.03-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.78211.56422.34633.12843.9105SE +/- 0.00929, N = 3SE +/- 0.00414, N = 3SE +/- 0.00331, N = 33.270513.475883.22981MIN: 3.09MIN: 3.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.021. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 0.53, N = 3SE +/- 1.79, N = 3SE +/- 2.18, N = 3439.68433.74433.43MIN: 424.75MIN: 416.67-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.351. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05770.11540.17310.23080.2885SE +/- 0.002948, N = 3SE +/- 0.003241, N = 3SE +/- 0.001913, N = 30.2565550.2491700.247725MIN: 0.23MIN: 0.22-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.221. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 0.16, N = 3SE +/- 4.59, N = 15SE +/- 0.41, N = 3671.54678.04660.20MIN: 647.67MIN: 638.98-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 628.821. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463090180270360450SE +/- 0.96, N = 3SE +/- 1.72, N = 3SE +/- 1.50, N = 3437.97433.43433.80MIN: 422.42MIN: 414.41-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.441. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05210.10420.15630.20840.2605SE +/- 0.002322, N = 6SE +/- 0.001876, N = 8SE +/- 0.001684, N = 30.2314830.2183630.216048MIN: 0.2MIN: 0.19-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.191. (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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.13840.27680.41520.55360.692SE +/- 0.004554, N = 3SE +/- 0.002882, N = 3SE +/- 0.001093, N = 30.6153310.6029360.614468MIN: 0.57MIN: 0.56-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.561. (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 digitUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.73, N = 15SE +/- 0.11, N = 3SE +/- 0.09, N = 382.4782.6479.121. (CC) gcc options: -O2 -pthread

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050K100K150K200K250KSE +/- 178.37, N = 3SE +/- 124.15, N = 3SE +/- 121.72, N = 32302722251952297701. (CC) gcc options: -pedantic -O3

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.07, N = 3SE +/- 0.12, N = 15SE +/- 0.01, N = 310.7910.9413.061. Ubuntu 21.04: Nodejs v12.21.02. Ubuntu 20.04.2 LTS: Nodejs v10.19.03. Clear Linux 34630: Nodejs v14.17.0

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: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200M400M600M800M1000MSE +/- 702242.44, N = 3SE +/- 5004752.19, N = 3SE +/- 2729061.70, N = 3826756667832983333999833333-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: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400M800M1200M1600M2000MSE +/- 768837.51, N = 3SE +/- 5634516.64, N = 3SE +/- 16877598.57, N = 3163116666716538666671973100000-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: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630900M1800M2700M3600M4500MSE +/- 9583724.63, N = 3SE +/- 8772368.23, N = 3SE +/- 36096414.10, N = 3329076666733166333333970066667-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: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630800M1600M2400M3200M4000MSE +/- 15087448.79, N = 3SE +/- 11545032.60, N = 3SE +/- 13074699.91, N = 3308063333331066666673843066667-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 6.0.16Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630110K220K330K440K550KSE +/- 4128.37, N = 3SE +/- 18099.02, N = 15SE +/- 2367.62, N = 3524178.09421171.59503991.581. (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: SqueezeNetUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 35.00, N = 3SE +/- 510.23, N = 15SE +/- 60.24, N = 347808.348816.546761.2

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150K300K450K600K750KSE +/- 7233.85, N = 5SE +/- 2002.95, N = 3SE +/- 6494.21, N = 3687019716517665666

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020K40K60K80K100KSE +/- 768.19, N = 15SE +/- 1128.79, N = 4SE +/- 102.89, N = 381319.390927.974734.9

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 612.15, N = 15SE +/- 630.61, N = 15SE +/- 68.45, N = 341555.145998.832984.6

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 601.06, N = 15SE +/- 706.39, N = 15SE +/- 60.78, N = 343074.546915.533677.2

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630120K240K360K480K600KSE +/- 790.57, N = 3SE +/- 5213.69, N = 3SE +/- 4180.58, N = 3569303576988572684

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200K400K600K800K1000KSE +/- 10755.01, N = 15SE +/- 10643.51, N = 4SE +/- 19682.88, N = 15946634954214990608-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 LatencyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05990.11980.17970.23960.2995SE +/- 0.003, N = 15SE +/- 0.003, N = 4SE +/- 0.005, N = 150.2660.2630.254-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 v2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 9.40, N = 15SE +/- 0.44, N = 3SE +/- 0.15, N = 3443.55374.20354.30MIN: 367.81 / MAX: 808.75MIN: 371.48 / MAX: 419.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 353.49 / MAX: 357.291. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 0.08, N = 3SE +/- 0.53, N = 3SE +/- 0.04, N = 3366.73367.80364.99MIN: 365.95 / MAX: 373.2MIN: 367 / MAX: 370.11-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 364.69 / MAX: 366.311. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303K6K9K12K15KSE +/- 145.91, N = 15SE +/- 138.52, N = 15SE +/- 126.52, N = 312176.8012252.7312670.82-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: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050K100K150K200K250KSE +/- 275.74, N = 3SE +/- 252.80, N = 3SE +/- 23.74, N = 3213870.87214228.62212303.58-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: WritesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070K140K210K280K350KSE +/- 2263.61, N = 15SE +/- 1368.32, N = 15SE +/- 2265.50, N = 3106863103051312015

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 329.6129.5428.23

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 372.2871.9271.51

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301020304050SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 345.7246.1143.83

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.26, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3108.31109.07102.25

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 388.3688.1686.83

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302004006008001000SE +/- 1.86, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 39959821015

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200K400K600K800K1000KSE +/- 3328.66, N = 3SE +/- 5472.66, N = 3SE +/- 1642.74, N = 3715587726623900184

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463015003000450060007500SE +/- 53.61, N = 3SE +/- 7.13, N = 3SE +/- 61.86, N = 36148.44620.17166.7-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 24.65, N = 3SE +/- 25.03, N = 15SE +/- 58.63, N = 122096.72128.72656.6-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 1.03, N = 15SE +/- 0.70, N = 8SE +/- 0.66, N = 382.283.088.0-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.54, N = 15SE +/- 0.61, N = 15SE +/- 0.64, N = 346.044.847.5-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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_bareUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.058, N = 3SE +/- 0.033, N = 3SE +/- 0.028, N = 39.0048.8849.201-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread


Phoronix Test Suite v10.8.4