Intel Xeon Ice Lake - Ubuntu, CentOS, Clear Linux Benchmarks

2 x Intel Xeon Platinum 8380 Ice Lake 3rd Gen Xeon Scalable Linux distribution benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2105210-IB-2105203IB31&sgm=1&swl=1&ppt=D&sro&grs.

Intel Xeon Ice Lake - Ubuntu, CentOS, Clear Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630Fedora Server 34CentOS Linux 8CentOS Stream 82 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 11.1.0Fedora 345.11.20-300.fc34.x86_64 (x86_64)GCC 11.1.1 20210428xfs16 x 32 GB DDR4-3200MT/s Hynix HMA84GR7CJR4N-XNCentOS Linux 84.18.0-240.el8.x86_64 (x86_64)GNOME Shell 3.32.2X ServerGCC 8.3.1 20191121CentOS Stream 84.18.0-301.1.el8.x86_64 (x86_64)GCC 8.4.1 20210423OpenBenchmarking.orgKernel Details- Ubuntu 21.04: Transparent Huge Pages: madvise- Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise- Clear Linux 34630: Transparent Huge Pages: always- Fedora Server 34: Transparent Huge Pages: madvise- CentOS Linux 8: Transparent Huge Pages: always- CentOS Stream 8: 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 - Fedora Server 34: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - CentOS Linux 8: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - CentOS Stream 8: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver Disk Details- Ubuntu 21.04: NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Ubuntu 20.04.2 LTS: NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Clear Linux 34630: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096- Fedora Server 34: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096- CentOS Linux 8: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096- CentOS Stream 8: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / 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: 0xd000270- Fedora Server 34: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270- CentOS Linux 8: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270- CentOS Stream 8: 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)- Fedora Server 34: OpenJDK Runtime Environment 18.9 (build 11.0.11+9)- CentOS Linux 8: OpenJDK Runtime Environment (build 1.8.0_292-b10)- CentOS Stream 8: OpenJDK Runtime Environment (build 1.8.0_292-b10)Python Details- Ubuntu 21.04: Python 3.9.4- Ubuntu 20.04.2 LTS: Python 3.8.5- Clear Linux 34630: Python 3.9.5- Fedora Server 34: Python 3.9.5- CentOS Linux 8: Python 3.6.8- CentOS Stream 8: Python 3.6.8Security Details- Ubuntu 21.04: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 20.04.2 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Clear Linux 34630: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Fedora Server 34: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- CentOS Linux 8: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected- CentOS Stream 8: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affectedEnvironment 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""

Intel Xeon Ice Lake - Ubuntu, CentOS, Clear Linux Benchmarksdacapobench: Tradebeansonednn: Deconvolution Batch shapes_1d - f32 - CPUkvazaar: Bosphorus 4K - Very Fastpjsip: INVITEpjsip: OPTIONS, Statefullibgav1: Summer Nature 4Kdacapobench: H2kvazaar: Bosphorus 4K - Mediumx265: Bosphorus 4Ksvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 4Kkvazaar: Bosphorus 4K - Ultra Fastsvt-hevc: 7 - Bosphorus 1080pcompress-zstd: 3 - Compression Speedtungsten: Water Causticavifenc: 10avifenc: 10, Losslessavifenc: 6tungsten: Hairrodinia: OpenMP Leukocytephpbench: PHP Benchmark Suitetensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantbuild-php: Time To Compileopenvkl: vklBenchmarkVdbVolumesvt-hevc: 1 - Bosphorus 1080pmrbayes: Primate Phylogeny Analysischia-vdf: Square Plain C++build-linux-kernel: Time To Compiletnn: CPU - MobileNet v2liquid-dsp: 160 - 256 - 57openvkl: vklBenchmarkliquid-dsp: 128 - 256 - 57tensorflow-lite: NASNet Mobileliquid-dsp: 32 - 256 - 57liquid-dsp: 16 - 256 - 57pybench: Total For Average Test Timesrodinia: OpenMP LavaMDospray: NASA Streamlines - SciVisembree: Pathtracer ISPC - Crownospray: Magnetic Reconnection - SciViscompress-zstd: 19, Long Mode - Compression Speedincompact3d: input.i3d 193 Cells Per Directioncompress-zstd: 19 - Compression Speedincompact3d: X3D-benchmarking input.i3donednn: IP Shapes 3D - f32 - CPUospray: San Miguel - SciViscompress-zstd: 19 - Compression Speedgromacs: MPI CPU - water_GMX50_barecoremark: CoreMark Size 666 - Iterations Per Secondchia-vdf: Square Assembly Optimizedonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUblender: Barbershop - CPU-Onlysysbench: RAM / Memoryonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUcompress-zstd: 19, Long Mode - Compression Speedopenvkl: vklBenchmarkUnstructuredVolumepovray: Trace Timehelsing: 14 digitonednn: IP Shapes 1D - f32 - CPUblender: Fishy Cat - CPU-Onlyonednn: Recurrent Neural Network Training - u8s8f32 - CPUsecuremark: SecureMark-TLStensorflow-lite: SqueezeNetonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUembree: Pathtracer - Asian Dragononednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUhpcg: lammps: 20k Atomsonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUnamd: ATPase Simulation - 327,506 Atomscassandra: Writesdacapobench: Jythonlammps: Rhodopsin ProteinUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630Fedora Server 34CentOS Linux 8CentOS Stream 81672928.751713.382531381519.39107406.9012.92260.88204.8629.80922.78172.026148.431.27395.0508.52215.3836.5253862.04471558741555.143074.540.2072191583729.57170.01913896724.813443.5473080633333669329076666781319.3163116666782675666799540.40612567.0395109.6347.211.330550582.3291.9939681.3790390.9182.29.0042347453.5673601472403.27051108.3112176.800.2314831.8205146.017764579.47682.4650.94545045.72684.27123027247808.3671.541672.64681.2911437.972439.67739.823135.7253.035162.105970.27128106863532023.8661806032.650013.331840359719.31112356.9312.58234.92196.9728.13923.16157.784576.832.48335.3618.96715.5016.4564660.93372662345998.846915.540.7232207709029.14178.77313940025.960374.2033106666667661331663333390927.9165386666783298333398239.52212566.8866110.1943.611.711323484.0319.4878741.3743290.9183.08.8842261054.0292611436003.47588109.0712252.730.2183631.8032844.817377149.45182.6380.94265346.11667.64622519548816.5678.041671.55782.6069433.426433.74139.966936.3003.011862.106940.27083103051551822.08442829.7987240.9652961036054.59413217.8029.05592.99456.4760.27346.98315.807015.518.17123.0665.81510.2375.6220140.81590018432984.633677.231.1042960556538.51175.47614356720.736354.2983843066667815397006666774734.91973100000999833333101538.693142.8673.837012549.211.163730390.1289.5514731.3567910088.09.2012452833.3609451511673.22981102.2512670.820.2160481.7448147.518288168.95279.1180.92193043.83663.89622977046761.2660.198660.05284.1301433.798433.43239.482135.6322.985722.087710.27141312015359031.1531698330.749813.282491373319.00108786.9511.65240.54195.5528.37023.20159.706020.431.44515.1869.33216.0778.7486762.21172117938365.841946.142.7352224339629.17167.32213183326.506401.8603101166667667330280000080554.71632900000827833333115741.47612564.6630109.6345.712.581132282.5323.8790791.5126090.9182.18.4282391445.6625661480333.28960108.2712185.510.2222341.8419945.918135499.08979.6100.95791146.04679.93622889447685.7676.539677.85581.5024440.632442.70040.387735.5863.048152.111340.27274108941508827.205425913.746437.8354281044451.79412617.1328.64571.08463.1857.83743.52307.593923.920.50333.2126.10211.0786.7040743.49763138633596.534701.534.5582916971237.17217.66521.066360.4823165933333788322536666777314.41670566667856516667117344.845142.8672.872812547.912.038761892.5319.8311461.4063010089.82331723.3208533.47663101.4111822.740.2265021.7338047.118398759.23183.5960.91033844.07651.42148610.3653.437656.59982.7867430.222431.79940.661935.2892.975442.103720.27266360233.209452510.4034037.8053961028053.20418717.1129.77575.09456.9058.01744.35310.567023.920.62723.1896.10211.2676.6836047.37764502633425.234457.134.8392925640137.31219.76811060021.137365.6103158000000819328816666775933.91673933333852303333116544.813142.8673.520112549.412.300085191.8308.7543741.3771810090.08.6862348820.3871381396003.44687101.3912209.080.2202691.7488945.318340078.95283.1100.92183344.40651.91123532747019.6649.938650.65984.2637425.434427.55640.694035.4842.993932.092850.27256362530.215OpenBenchmarking.org

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.044K8K12K16K20KSE +/- 109.27, N = 20SE +/- 57.71, N = 20SE +/- 51.71, N = 4SE +/- 78.01, N = 4SE +/- 203.38, N = 4SE +/- 82.67, N = 4425945254282169831806016729

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.27209, N = 15SE +/- 0.12665, N = 15SE +/- 0.09474, N = 15SE +/- 0.34184, N = 12SE +/- 0.49102, N = 15SE +/- 0.28978, N = 1513.7464010.403409.7987230.7498032.6500028.75170-O2 - MIN: 6.96-O2 - MIN: 5.68-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.28-O2 - MIN: 12.49MIN: 9.3MIN: 15.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 337.8337.8040.9613.2813.3313.38-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

PJSIP

Method: INVITE

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITECentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0412002400360048006000SE +/- 15.30, N = 3SE +/- 20.58, N = 3SE +/- 27.76, N = 5SE +/- 14.31, N = 3SE +/- 22.31, N = 15542853965296249118402531-luuid -O2-O2-lSDL2 -lopus -luuid -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-luuid -O2-lSDL2 -lavformat -lavcodec -lswscale -lavutil -luuid -lasound -O2-lSDL2 -lavformat -lavcodec -lswscale -lavutil -luuid -lasound -O21. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread

PJSIP

Method: OPTIONS, Stateful

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.042K4K6K8K10KSE +/- 23.54, N = 3SE +/- 102.14, N = 3SE +/- 1.53, N = 3SE +/- 13.59, N = 3SE +/- 6.89, N = 3104441028010360373335973815-luuid -O2-O2-lSDL2 -lopus -luuid -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-luuid -O2-lSDL2 -lavformat -lavcodec -lswscale -lavutil -luuid -lasound -O2-lSDL2 -lavformat -lavcodec -lswscale -lavutil -luuid -lasound -O21. (CC) gcc options: -lstdc++ -lssl -lcrypto -lm -lrt -lpthread

libgav1

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041224364860SE +/- 0.36, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 351.7953.2054.5919.0019.3119.39-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3-O31. (CXX) g++ options: -lpthread -lrt

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.042K4K6K8K10KSE +/- 42.93, N = 16SE +/- 42.66, N = 20SE +/- 53.70, N = 20SE +/- 85.70, N = 20SE +/- 115.71, N = 20SE +/- 133.93, N = 4412641874132108781123510740

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0448121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.1317.1117.806.956.936.90-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04714212835SE +/- 0.29, N = 15SE +/- 0.69, N = 12SE +/- 0.40, N = 15SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 328.6429.7729.0511.6512.5812.92-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-O2-O3 -lnuma-O3 -lnuma1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04130260390520650SE +/- 2.04, N = 3SE +/- 1.50, N = 3SE +/- 5.64, N = 3SE +/- 1.79, N = 15SE +/- 1.73, N = 3SE +/- 2.49, N = 3571.08575.09592.99240.54234.92260.88-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -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 1080pCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 0.83, N = 3SE +/- 5.26, N = 4SE +/- 2.91, N = 3SE +/- 2.71, N = 3SE +/- 1.73, N = 3SE +/- 2.00, N = 15463.18456.90456.47195.55196.97204.86-O2-O2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 4KCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041326395265SE +/- 0.04, N = 3SE +/- 0.37, N = 3SE +/- 0.42, N = 3SE +/- 0.29, N = 3SE +/- 0.34, N = 15SE +/- 0.34, N = 357.8458.0260.2728.3728.1429.81-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.50, N = 4SE +/- 0.27, N = 3SE +/- 0.34, N = 12SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.11, N = 343.5244.3546.9823.2023.1622.78-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0470140210280350SE +/- 0.53, N = 3SE +/- 0.28, N = 3SE +/- 2.34, N = 15SE +/- 1.49, N = 3SE +/- 1.68, N = 3SE +/- 1.72, N = 3307.59310.56315.80159.70157.78172.02-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0415003000450060007500SE +/- 13.44, N = 3SE +/- 80.97, N = 4SE +/- 48.29, N = 15SE +/- 54.04, N = 15SE +/- 47.03, N = 3SE +/- 53.61, N = 33923.97023.97015.56020.44576.86148.4-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 320.5020.6318.1731.4532.4831.27-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -rdynamic -ljpeg -lpthread -ldl

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041.20622.41243.61864.82486.031SE +/- 0.034, N = 15SE +/- 0.040, N = 3SE +/- 0.030, N = 15SE +/- 0.070, N = 15SE +/- 0.099, N = 15SE +/- 0.074, N = 153.2123.1893.0665.1865.3615.0501. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.055, N = 7SE +/- 0.077, N = 3SE +/- 0.013, N = 3SE +/- 0.100, N = 15SE +/- 0.118, N = 12SE +/- 0.146, N = 156.1026.1025.8159.3328.9678.5221. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0448121620SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 15SE +/- 0.14, N = 15SE +/- 0.19, N = 411.0811.2710.2416.0815.5015.381. (CXX) g++ options: -O3 -fPIC -lm

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04246810SE +/- 0.02651, N = 3SE +/- 0.01042, N = 3SE +/- 0.02021, N = 3SE +/- 0.09718, N = 4SE +/- 0.08029, N = 15SE +/- 0.07388, N = 36.704076.683605.622018.748676.456466.52538-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-O3 -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -rdynamic -ljpeg -lpthread -ldl

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041428425670SE +/- 0.73, N = 15SE +/- 0.59, N = 15SE +/- 0.36, N = 15SE +/- 0.49, N = 3SE +/- 1.30, N = 15SE +/- 0.67, N = 343.5047.3840.8262.2160.9362.041. (CXX) g++ options: -O2 -lOpenCL

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04200K400K600K800K1000KSE +/- 5677.13, N = 3SE +/- 1254.32, N = 3SE +/- 1642.74, N = 3SE +/- 3881.00, N = 3SE +/- 5472.66, N = 3SE +/- 3328.66, N = 3631386645026900184721179726623715587

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 352.22, N = 4SE +/- 241.27, N = 3SE +/- 68.45, N = 3SE +/- 353.50, N = 3SE +/- 630.61, N = 15SE +/- 612.15, N = 1533596.533425.232984.638365.845998.841555.1

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 433.74, N = 4SE +/- 343.55, N = 6SE +/- 60.78, N = 3SE +/- 623.47, N = 13SE +/- 706.39, N = 15SE +/- 601.06, N = 1534701.534457.133677.241946.146915.543074.5

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041020304050SE +/- 0.19, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 3SE +/- 0.52, N = 334.5634.8431.1042.7440.7240.21

OpenVKL

Benchmark: vklBenchmarkVdbVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.046M12M18M24M30MSE +/- 61957.02, N = 3SE +/- 190258.65, N = 3SE +/- 324102.01, N = 3SE +/- 179975.75, N = 3SE +/- 187763.97, N = 3SE +/- 58341.71, N = 3291697122925640129605565222433962207709021915837MIN: 1024908 / MAX: 178818912MIN: 1036662 / MAX: 177259392MIN: 1030715 / MAX: 177194520MIN: 1023291 / MAX: 182220264MIN: 1030467 / MAX: 169859376MIN: 1062215 / MAX: 153704880

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 4SE +/- 0.33, N = 3SE +/- 0.09, N = 337.1737.3138.5129.1729.1429.57-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0450100150200250SE +/- 0.28, N = 3SE +/- 0.98, N = 3SE +/- 1.06, N = 3SE +/- 0.50, N = 3SE +/- 0.79, N = 3SE +/- 0.83, N = 3217.67219.77175.48167.32178.77170.02-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

Chia Blockchain VDF

Test: Square Plain C++

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0430K60K90K120K150KSE +/- 100.00, N = 3SE +/- 33.33, N = 3SE +/- 589.73, N = 3SE +/- 585.95, N = 3SE +/- 88.19, N = 31106001435671318331394001389671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04612182430SE +/- 0.19, N = 7SE +/- 0.18, N = 8SE +/- 0.17, N = 9SE +/- 0.46, N = 13SE +/- 0.36, N = 12SE +/- 0.35, N = 1321.0721.1420.7426.5125.9624.81

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 0.09, N = 3SE +/- 4.59, N = 3SE +/- 0.15, N = 3SE +/- 6.88, N = 15SE +/- 0.44, N = 3SE +/- 9.40, N = 15360.48365.61354.30401.86374.20443.55-O2 - MIN: 358.89 / MAX: 365.67-O2 - MIN: 359.61 / MAX: 521.86-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 353.49 / MAX: 357.29-O2 - MIN: 368.12 / MAX: 804.92-O3 - MIN: 371.48 / MAX: 419.18-O3 - MIN: 367.81 / MAX: 808.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

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: 57CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04800M1600M2400M3200M4000MSE +/- 17601357.27, N = 3SE +/- 7106569.73, N = 3SE +/- 13074699.91, N = 3SE +/- 13741098.13, N = 3SE +/- 11545032.60, N = 3SE +/- 15087448.79, N = 3316593333331580000003843066667310116666731066666673080633333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.042004006008001000SE +/- 8.69, N = 3SE +/- 5.21, N = 3SE +/- 2.08, N = 3SE +/- 2.67, N = 3SE +/- 5.81, N = 3SE +/- 2.40, N = 3788819815667661669MIN: 1 / MAX: 3169MIN: 1 / MAX: 3255MIN: 1 / MAX: 3198MIN: 1 / MAX: 2865MIN: 1 / MAX: 2845MIN: 1 / MAX: 2821

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: 57CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04900M1800M2700M3600M4500MSE +/- 25296530.28, N = 3SE +/- 38875242.05, N = 3SE +/- 36096414.10, N = 3SE +/- 6501025.56, N = 3SE +/- 8772368.23, N = 3SE +/- 9583724.63, N = 3322536666732881666673970066667330280000033166333333290766667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420K40K60K80K100KSE +/- 933.00, N = 3SE +/- 713.72, N = 3SE +/- 102.89, N = 3SE +/- 755.90, N = 15SE +/- 1128.79, N = 4SE +/- 768.19, N = 1577314.475933.974734.980554.790927.981319.3

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: 57CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04400M800M1200M1600M2000MSE +/- 6357759.91, N = 3SE +/- 2659156.09, N = 3SE +/- 16877598.57, N = 3SE +/- 2608320.02, N = 3SE +/- 5634516.64, N = 3SE +/- 768837.51, N = 3167056666716739333331973100000163290000016538666671631166667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: 57CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04200M400M600M800M1000MSE +/- 2036290.20, N = 3SE +/- 2483856.77, N = 3SE +/- 2729061.70, N = 3SE +/- 1422279.08, N = 3SE +/- 5004752.19, N = 3SE +/- 702242.44, N = 3856516667852303333999833333827833333832983333826756667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0430060090012001500SE +/- 2.19, N = 3SE +/- 1.86, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 1.86, N = 31173116510151157982995

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041020304050SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.46, N = 4SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 344.8544.8138.6941.4839.5240.411. (CXX) g++ options: -O2 -lOpenCL

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3142.86142.86142.86125.00125.00125.00MIN: 47.62MIN: 41.67MIN: 41.67MIN: 32.26 / MAX: 142.86MIN: 33.33 / MAX: 142.86MIN: 31.25 / MAX: 142.86

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041632486480SE +/- 0.68, N = 3SE +/- 0.33, N = 3SE +/- 0.68, N = 3SE +/- 0.40, N = 3SE +/- 0.70, N = 3SE +/- 0.30, N = 372.8773.5273.8464.6666.8967.04MIN: 62.68 / MAX: 93.45MIN: 62.87 / MAX: 94.29MIN: 64.62 / MAX: 94.03MIN: 58.41 / MAX: 86.67MIN: 59.4 / MAX: 88.24MIN: 59.72 / MAX: 87.99

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04306090120150SE +/- 0.00, N = 3SE +/- 1.01, N = 15SE +/- 0.93, N = 12SE +/- 1.01, N = 15125.00125.00125.00109.63110.19109.63MIN: 90.91 / MAX: 142.86MIN: 83.33MIN: 90.91MIN: 20 / MAX: 111.11MIN: 21.74 / MAX: 111.11MIN: 20.83 / MAX: 125

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.19, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 15SE +/- 0.39, N = 15SE +/- 0.33, N = 347.949.449.245.743.647.2-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 312.0412.3011.1612.5811.7111.33-fexceptions-fexceptions-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

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.77, N = 14SE +/- 0.60, N = 14SE +/- 0.32, N = 3SE +/- 0.72, N = 3SE +/- 0.68, N = 3SE +/- 0.81, N = 392.591.890.182.584.082.3-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0470140210280350SE +/- 0.11, N = 3SE +/- 3.61, N = 9SE +/- 0.46, N = 3SE +/- 0.15, N = 3SE +/- 3.10, N = 3SE +/- 1.18, N = 3319.83308.75289.55323.88319.49291.99-fexceptions-fexceptions-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

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.34030.68061.02091.36121.7015SE +/- 0.01125, N = 3SE +/- 0.00165, N = 3SE +/- 0.00192, N = 3SE +/- 0.00594, N = 3SE +/- 0.01216, N = 3SE +/- 0.01131, N = 31.406301.377181.356791.512601.374321.37903-O2 - MIN: 1.35-O2 - MIN: 1.33-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.31-O2 - MIN: 1.46MIN: 1.32MIN: 1.331. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3100.00100.00100.0090.9190.9190.91MIN: 52.63 / MAX: 111.11MIN: 45.45MIN: 52.63 / MAX: 111.11MIN: 55.56 / MAX: 100MIN: 55.56 / MAX: 100MIN: 55.56 / MAX: 100

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.47, N = 3SE +/- 0.67, N = 3SE +/- 0.66, N = 3SE +/- 0.74, N = 7SE +/- 0.70, N = 8SE +/- 1.03, N = 1589.890.088.082.183.082.2-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-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_bareCentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.075, N = 15SE +/- 0.028, N = 3SE +/- 0.014, N = 3SE +/- 0.033, N = 3SE +/- 0.058, N = 38.6869.2018.4288.8849.004-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3-O31. (CXX) g++ options: -pthread

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04500K1000K1500K2000K2500KSE +/- 6960.13, N = 3SE +/- 5322.13, N = 3SE +/- 6737.83, N = 3SE +/- 5456.02, N = 3SE +/- 24473.66, N = 5SE +/- 2872.35, N = 32331723.322348820.392452833.362391445.662261054.032347453.57-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O2 -lrt" -lrt

Chia Blockchain VDF

Test: Square Assembly Optimized

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedCentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0430K60K90K120K150KSE +/- 818.54, N = 3SE +/- 240.37, N = 3SE +/- 1369.10, N = 3SE +/- 680.69, N = 3SE +/- 1568.63, N = 51396001511671480331436001472401. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.78221.56442.34663.12883.911SE +/- 0.00311, N = 3SE +/- 0.00631, N = 3SE +/- 0.00331, N = 3SE +/- 0.01091, N = 3SE +/- 0.00414, N = 3SE +/- 0.00929, N = 33.476633.446873.229813.289603.475883.27051-O2 - MIN: 3.29-O2 - MIN: 3.29-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.02-O2 - MIN: 3.12MIN: 3.31MIN: 3.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.26, N = 3101.41101.39102.25108.27109.07108.31

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.043K6K9K12K15KSE +/- 132.84, N = 15SE +/- 143.20, N = 3SE +/- 126.52, N = 3SE +/- 101.00, N = 15SE +/- 138.52, N = 15SE +/- 145.91, N = 1511822.7412209.0812670.8212185.5112252.7312176.80-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

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.05210.10420.15630.20840.2605SE +/- 0.000900, N = 3SE +/- 0.001794, N = 3SE +/- 0.001684, N = 3SE +/- 0.002070, N = 7SE +/- 0.001876, N = 8SE +/- 0.002322, N = 60.2265020.2202690.2160480.2222340.2183630.231483-O2 - MIN: 0.2-O2 - MIN: 0.19-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.19-O2 - 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: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.41440.82881.24321.65762.072SE +/- 0.00717, N = 3SE +/- 0.00704, N = 3SE +/- 0.00330, N = 3SE +/- 0.01185, N = 3SE +/- 0.00660, N = 3SE +/- 0.01169, N = 141.733801.748891.744811.841991.803281.82051-O2 - MIN: 1.58-O2 - MIN: 1.61-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.61-O2 - MIN: 1.69MIN: 1.67MIN: 1.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041122334455SE +/- 0.24, N = 3SE +/- 0.38, N = 3SE +/- 0.64, N = 3SE +/- 0.55, N = 3SE +/- 0.61, N = 15SE +/- 0.54, N = 1547.145.347.545.944.846.0-llzma-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenVKL

Benchmark: vklBenchmarkUnstructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04400K800K1200K1600K2000KSE +/- 3081.49, N = 3SE +/- 4185.35, N = 3SE +/- 13533.55, N = 3SE +/- 7558.12, N = 3SE +/- 17974.50, N = 3SE +/- 7183.20, N = 3183987518340071828816181354917377141776457MIN: 24047 / MAX: 5905397MIN: 25430 / MAX: 5887721MIN: 25882 / MAX: 5901670MIN: 19659 / MAX: 5912498MIN: 21419 / MAX: 5849413MIN: 24424 / MAX: 5906521

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.043691215SE +/- 0.065, N = 3SE +/- 0.102, N = 3SE +/- 0.016, N = 3SE +/- 0.090, N = 3SE +/- 0.084, N = 3SE +/- 0.097, N = 59.2318.9528.9529.0899.4519.476-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE-R/usr/lib-lSM -lICE -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread-lSM -lICE -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 -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Helsing

Digit Range: 14 digit

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.73, N = 1583.6083.1179.1279.6182.6482.471. (CC) gcc options: -O2 -pthread

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.21550.4310.64650.8621.0775SE +/- 0.006037, N = 3SE +/- 0.005741, N = 3SE +/- 0.004580, N = 3SE +/- 0.011811, N = 3SE +/- 0.011491, N = 3SE +/- 0.010679, N = 40.9103380.9218330.9219300.9579110.9426530.945450-O2 - MIN: 0.85-O2 - MIN: 0.85-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.84-O2 - MIN: 0.87MIN: 0.85MIN: 0.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.041020304050SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 344.0744.4043.8346.0446.1145.72

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 2.49, N = 3SE +/- 2.24, N = 3SE +/- 3.59, N = 3SE +/- 2.47, N = 3SE +/- 1.50, N = 3SE +/- 5.64, N = 15651.42651.91663.90679.94667.65684.27-O2 - MIN: 620.14-O2 - MIN: 621.08-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 627.72-O2 - MIN: 650MIN: 642.94MIN: 645.41. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSCentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0450K100K150K200K250KSE +/- 250.98, N = 3SE +/- 121.72, N = 3SE +/- 359.29, N = 3SE +/- 124.15, N = 3SE +/- 178.37, N = 32353272297702288942251952302721. (CC) gcc options: -pedantic -O3

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0410K20K30K40K50KSE +/- 420.81, N = 8SE +/- 172.35, N = 3SE +/- 60.24, N = 3SE +/- 31.53, N = 3SE +/- 510.23, N = 15SE +/- 35.00, N = 348610.347019.646761.247685.748816.547808.3

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 2.62, N = 3SE +/- 0.73, N = 3SE +/- 0.41, N = 3SE +/- 0.57, N = 3SE +/- 4.59, N = 15SE +/- 0.16, N = 3653.44649.94660.20676.54678.04671.54-O2 - MIN: 619.6-O2 - MIN: 621.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 628.82-O2 - MIN: 652.01MIN: 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 Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04150300450600750SE +/- 1.96, N = 3SE +/- 0.46, N = 3SE +/- 2.16, N = 3SE +/- 0.75, N = 3SE +/- 5.68, N = 8SE +/- 1.73, N = 3656.60650.66660.05677.86671.56672.65-O2 - MIN: 623.48-O2 - MIN: 621.37-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 626.35-O2 - MIN: 653.3MIN: 639.68MIN: 646.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0420406080100SE +/- 1.17, N = 3SE +/- 0.50, N = 3SE +/- 1.14, N = 3SE +/- 0.76, N = 3SE +/- 0.68, N = 9SE +/- 0.58, N = 382.7984.2684.1381.5082.6181.29MIN: 66.26 / MAX: 93.18MIN: 67.75 / MAX: 93.78MIN: 68.3 / MAX: 93.51MIN: 65.61 / MAX: 92.76MIN: 67 / MAX: 93.51MIN: 67.06 / MAX: 91.79

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 1.10, N = 3SE +/- 1.48, N = 3SE +/- 1.50, N = 3SE +/- 0.36, N = 3SE +/- 1.72, N = 3SE +/- 0.96, N = 3430.22425.43433.80440.63433.43437.97-O2 - MIN: 412.56-O2 - MIN: 408.4-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.44-O2 - MIN: 424.84MIN: 414.41MIN: 422.421. (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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04100200300400500SE +/- 2.68, N = 3SE +/- 1.43, N = 3SE +/- 2.18, N = 3SE +/- 1.22, N = 3SE +/- 1.79, N = 3SE +/- 0.53, N = 3431.80427.56433.43442.70433.74439.68-O2 - MIN: 410.66-O2 - MIN: 409.82-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.35-O2 - MIN: 423.41MIN: 416.67MIN: 424.751. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1CentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04918273645SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 340.6640.6939.4840.3939.9739.82-fexceptions -lmpi_cxx-fexceptions -lmpi_cxx-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 335.2935.4835.6335.5936.3035.73-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3-O31. (CXX) g++ options: -pthread -lm

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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.68581.37162.05742.74323.429SE +/- 0.00097, N = 3SE +/- 0.00257, N = 3SE +/- 0.00391, N = 3SE +/- 0.02287, N = 14SE +/- 0.03357, N = 3SE +/- 0.02675, N = 122.975442.993932.985723.048153.011863.03516-O2 - MIN: 2.85-O2 - MIN: 2.85-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.85-O2 - MIN: 2.87MIN: 2.84MIN: 2.861. (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: CPUCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.47510.95021.42531.90042.3755SE +/- 0.00252, N = 3SE +/- 0.00125, N = 3SE +/- 0.00152, N = 3SE +/- 0.01824, N = 3SE +/- 0.01729, N = 3SE +/- 0.01823, N = 32.103722.092852.087712.111342.106942.10597-O2 - MIN: 2.03-O2 - MIN: 2.03-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.03-O2 - MIN: 2.03MIN: 2.03MIN: 2.031. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.040.06140.12280.18420.24560.307SE +/- 0.00042, N = 3SE +/- 0.00029, N = 3SE +/- 0.00032, N = 3SE +/- 0.00056, N = 3SE +/- 0.00044, N = 3SE +/- 0.00049, N = 30.272660.272560.271410.272740.270830.27128

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesClear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0470K140K210K280K350KSE +/- 2265.50, N = 3SE +/- 2127.47, N = 15SE +/- 1368.32, N = 15SE +/- 2263.61, N = 15312015108941103051106863

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.0412002400360048006000SE +/- 10.27, N = 4SE +/- 9.12, N = 4SE +/- 14.30, N = 4SE +/- 150.49, N = 20SE +/- 194.90, N = 20SE +/- 153.92, N = 20360236253590508855185320

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04816243240SE +/- 0.67, N = 12SE +/- 0.75, N = 15SE +/- 0.47, N = 15SE +/- 0.30, N = 4SE +/- 0.64, N = 12SE +/- 0.02, N = 333.2130.2231.1527.2122.0823.87-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3-O31. (CXX) g++ options: -pthread -lm

Geometric Mean Of All Test Results

Result Composite - Intel Xeon Ice Lake - Ubuntu, CentOS, Clear Linux Benchmarks

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Intel Xeon Ice Lake - Ubuntu, CentOS, Clear Linux BenchmarksCentOS Linux 8CentOS Stream 8Clear Linux 34630Fedora Server 34Ubuntu 20.04.2 LTSUbuntu 21.04122436486051.6152.2754.5540.8840.4941.50

Number Of First Place Finishes

Wins - 79 Tests

CentOS Linux 812 [15.2%]CentOS Stream 812 [15.2%]Clear Linux 3463051 [64.6%]Fedora Server 341 [1.3%]Ubuntu 20.04.2 LTS3 [3.8%]Number Of First Place FinishesWins - 79 TestsOpenBenchmarking.org

Number Of Last Place Finishes

Losses - 79 Tests

CentOS Linux 89 [11.4%]CentOS Stream 83 [3.8%]Clear Linux 346301 [1.3%]Fedora Server 3424 [30.4%]Ubuntu 20.04.2 LTS27 [34.2%]Ubuntu 21.0415 [19.0%]Number Of Last Place FinishesLosses - 79 TestsOpenBenchmarking.org

Phoronix Test Suite v10.8.4