Xeon Platinum 8380 Enterprise Linux Benchmarks June 2022

2 x Intel Xeon Platinum 8380 enterprise Linux benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2206231-NE-XEONLINUX77
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AV1 2 Tests
Timed Code Compilation 2 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 10 Tests
Creator Workloads 9 Tests
Encoding 4 Tests
Fortran Tests 2 Tests
Game Development 2 Tests
HPC - High Performance Computing 9 Tests
Imaging 2 Tests
Machine Learning 3 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 4 Tests
Multi-Core 12 Tests
NVIDIA GPU Compute 2 Tests
OpenMPI Tests 5 Tests
Programmer / Developer System Benchmarks 5 Tests
Python 3 Tests
Renderers 3 Tests
Scientific Computing 4 Tests
Server 2 Tests
Server CPU Tests 9 Tests
Single-Threaded 3 Tests
Video Encoding 4 Tests

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openSUSE Leap 15.4
June 20 2022
  6 Hours, 26 Minutes
AlmaLinux 9.0
June 21 2022
  5 Hours, 23 Minutes
Debian 11.3
June 21 2022
  6 Hours, 4 Minutes
Clear Linux 36520
June 22 2022
  4 Hours, 33 Minutes
Ubuntu 22.04
June 22 2022
  6 Hours, 16 Minutes
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  5 Hours, 44 Minutes

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Xeon Platinum 8380 Enterprise Linux Benchmarks June 2022ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanopenSUSE Leap 15.4AlmaLinux 9.0Debian 11.3Clear Linux 36520Ubuntu 22.042 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998512GB3841GB Micron_9300_MTFDHAL3T8TDP + 7682GB INTEL SSDPF2KX076TZ + 32GB Flash DriveASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPopenSUSE Leap 15.45.14.21-150400.22-default (x86_64)KDE PlasmaX Server 1.20.3GCC 7.5.0btrfs1920x1080AlmaLinux 9.05.14.0-70.13.1.el9_0.x86_64 (x86_64)GNOME Shell 40.9X Server 1.20.11GCC 11.2.1 20220127xfsDebian 115.10.0-15-amd64 (x86_64)X Server1.0.2GCC 10.2.1 20210110ext43841GB Micron_9300_MTFDHAL3T8TDP + 7682GB INTEL SSDPF2KX076TZClear Linux OS 365205.18.5-1158.native (x86_64)GNOME Shell 42.2X Server 1.21.1.3GCC 12.1.1 20220619 releases/gcc-12.1.0-157-ge8df0d960b + Clang 14.0.4 + LLVM 14.0.4Ubuntu 22.045.15.0-40-generic (x86_64)1.2.204GCC 11.2.0OpenBenchmarking.orgKernel Details- openSUSE Leap 15.4: Transparent Huge Pages: always- AlmaLinux 9.0: Transparent Huge Pages: always- Debian 11.3: Transparent Huge Pages: always- Clear Linux 36520: Transparent Huge Pages: always- Ubuntu 22.04: Transparent Huge Pages: madviseEnvironment Details- openSUSE Leap 15.4: LIBGL_DEBUG=quiet- Clear Linux 36520: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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 -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -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 -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 -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx"" Compiler Details- openSUSE Leap 15.4: --build=x86_64-suse-linux --disable-libcc1 --disable-libssp --disable-libstdcxx-pch --disable-libvtv --disable-plugin --disable-werror --enable-checking=release --enable-gnu-indirect-function --enable-languages=c,c++,objc,fortran,obj-c++,ada,go --enable-libstdcxx-allocator=new --enable-linux-futex --enable-multilib --enable-offload-targets=hsa,nvptx-none, --enable-ssp --enable-version-specific-runtime-libs --host=x86_64-suse-linux --mandir=/usr/share/man --with-arch-32=x86-64 --with-gcc-major-version-only --with-slibdir=/lib64 --with-tune=generic --without-cuda-driver --without-system-libunwind - AlmaLinux 9.0: --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-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - Debian 11.3: --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-Km9U7s/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-Km9U7s/gcc-10-10.2.1/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 - Clear Linux 36520: --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-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=skylake-avx512 --with-zstd - Ubuntu 22.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --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 Processor Details- openSUSE Leap 15.4: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363- AlmaLinux 9.0: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000331- Debian 11.3: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000270- Clear Linux 36520: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000363- Ubuntu 22.04: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363Python Details- openSUSE Leap 15.4: Python 3.6.15- AlmaLinux 9.0: Python 3.9.10- Debian 11.3: Python 3.9.2- Clear Linux 36520: Python 3.10.5- Ubuntu 22.04: Python 3.10.4Security Details- openSUSE Leap 15.4: 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- AlmaLinux 9.0: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + 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- Debian 11.3: 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 36520: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + spec_store_bypass: Mitigation of SSB disabled via prctl + 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 22.04: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + 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

openSUSE Leap 15.4AlmaLinux 9.0Debian 11.3Clear Linux 36520Ubuntu 22.04Result OverviewPhoronix Test Suite100%132%165%197%PHPBenchTimed Godot Game Engine CompilationSVT-AV1simdjsonPyPerformanceTimed Apache CompilationSVT-HEVCPyBenchSVT-VP9libavif avifencAppleseedGraph500Numpy BenchmarkXcompact3d Incompact3dTensorFlow LiteWebP Image EncodeTimed MrBayes AnalysisONNX RuntimeGROMACSNAMDBlenderHigh Performance Conjugate GradientOSPray Studio

Xeon Platinum 8380 Enterprise Linux Benchmarks June 2022incompact3d: X3D-benchmarking input.i3donnx: yolov4 - CPU - Standardtensorflow-lite: Inception ResNet V2graph500: 26graph500: 26graph500: 26graph500: 26onnx: ArcFace ResNet-100 - CPU - Standardblender: Barbershop - CPU-Onlynumpy: hpcg: tensorflow-lite: Mobilenet Quantonnx: bertsquad-12 - CPU - Standardmrbayes: Primate Phylogeny Analysisospray-studio: 3 - 1080p - 32 - Path Tracerospray-studio: 2 - 1080p - 32 - Path Tracerospray-studio: 1 - 1080p - 32 - Path Tracerpyperformance: gotensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floatappleseed: Material Testeronnx: super-resolution-10 - CPU - Standardappleseed: Emilypyperformance: floatpyperformance: crypto_pyaespyperformance: django_templatepyperformance: raytracepyperformance: 2to3pyperformance: python_startupavifenc: 0blender: Pabellon Barcelona - CPU-Onlypyperformance: json_loadspyperformance: nbodypyperformance: pickle_pure_pythonsimdjson: PartialTweetssimdjson: TopTweetpyperformance: pathlibblender: Classroom - CPU-Onlybuild-godot: Time To Compilewebp: Quality 100, Lossless, Highest Compressionsvt-hevc: 1 - Bosphorus 4Kavifenc: 2appleseed: Disney Materialgromacs: MPI CPU - water_GMX50_barepyperformance: regex_compilesvt-av1: Preset 8 - Bosphorus 4Kblender: Fishy Cat - CPU-Onlynamd: ATPase Simulation - 327,506 Atomspyperformance: chaosbuild-apache: Time To Compilepybench: Total For Average Test Timesblender: BMW27 - CPU-Onlyphpbench: PHP Benchmark Suitewebp: Quality 100, Losslessavifenc: 10, Losslessavifenc: 6, Losslesssvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Kavifenc: 6svt-hevc: 10 - Bosphorus 4Kincompact3d: input.i3d 193 Cells Per Directionsvt-vp9: Visual Quality Optimized - Bosphorus 4Kwebp: Quality 100, Highest Compressionincompact3d: input.i3d 129 Cells Per Directionsvt-av1: Preset 10 - Bosphorus 4Kwebp: Quality 100svt-av1: Preset 12 - Bosphorus 4KopenSUSE Leap 15.4AlmaLinux 9.0Debian 11.3Clear Linux 36520Ubuntu 22.04300.67317764348899.3394038000295594000104049000010124700001831256.09345.4440.14299663.33958157.21211993101621006536368644.93417.66185.91181510469175.8590441591501028446472082.33682.5832.01796952.633.2326.964.8191.21343.43210.0147.85080.9942929.16325736.31233.550.2917917731.249143824.9676830321.8337.23910.179120.27118.2088.186.145118.3111.7862835100.119.1572.9687130475.9653.01487.407325.48272764948062.93313850002612810007363620007207070001872253.86422.7040.39438957.311006167.3031200910102994927873097.93316.96190.02463412193122.83804512512153.05493358.6381.65481.9624.61374754.805.6018.364.3851.15141.04810.6046.80757.9278818.87418762.45932.260.2814012620.729114824.3676952720.8444.9887.560155.41150.03143.534.742194.0412.3476836145.878.4113.08125238157.0842.802187.134291.48618566542301.84008840003108380009271770009019910001951253.15396.0739.97498857.111015169.3301180810026999629955969.12825.65192.01775512198180.86739914913257.745950517.485.02081.4930.11405654.815.5725.063.8175.08940.75110.6047.92881.0940789.42220037.70734.750.2737612134.16498024.6473025020.8767.45010.510116.09109.8385.345.823110.7811.1820466102.548.4992.8912616677.3413.14091.237280.94065368847878.03889780002967360008793310008472060002029253.37399.7240.97488570.031003173.52811947102081009722665930.93437.98181.39132712182122.18460710711144.64753129.2883.72082.0023.91314465.025.7316.164.1945.73538.50410.9147.32656.9294539.58916762.73032.160.2806010424.175107224.41167265018.2084.7957.328156.43146.14148.904.525192.4610.6146485144.928.0442.34428906157.0602.652190.050293.91992263851590.23608890002785770008605870008359820001888261.91388.2640.252410479.62982168.22112444105481044727670297.13484.38184.40539711725180.58917414315361.044350017.586.55784.5632.81735804.765.6926.565.7056.22243.15310.2850.21780.9186219.06720837.11734.060.2796914033.243102225.4080452621.7688.22711.222115.45110.2387.266.425110.7711.3111372100.838.7612.8379853678.3482.87189.959OpenBenchmarking.org

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dClear Linux 36520Debian 11.3Ubuntu 22.04openSUSE Leap 15.4AlmaLinux 9.070140210280350SE +/- 3.08, N = 3SE +/- 1.42, N = 3SE +/- 1.23, N = 3SE +/- 2.46, N = 9SE +/- 0.21, N = 3280.94291.49293.92300.67325.48-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardClear Linux 36520Debian 11.3AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.04150300450600750SE +/- 1.89, N = 3SE +/- 6.64, N = 12SE +/- 8.66, N = 12SE +/- 6.44, N = 12SE +/- 4.50, N = 3688665649643638-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread -lpthread-pthread -lpthread1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Debian 11.3Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.0411K22K33K44K55KSE +/- 449.07, N = 14SE +/- 398.81, N = 15SE +/- 1046.80, N = 12SE +/- 637.36, N = 12SE +/- 860.74, N = 1542301.847878.048062.948899.351590.2

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26Debian 11.3openSUSE Leap 15.4Clear Linux 36520Ubuntu 22.04AlmaLinux 9.090M180M270M360M450M400884000394038000388978000360889000331385000-pthread-pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26Debian 11.3Clear Linux 36520openSUSE Leap 15.4Ubuntu 22.04AlmaLinux 9.070M140M210M280M350M310838000296736000295594000278577000261281000-pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26openSUSE Leap 15.4Debian 11.3Clear Linux 36520Ubuntu 22.04AlmaLinux 9.0200M400M600M800M1000M1040490000927177000879331000860587000736362000-pthread-pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26openSUSE Leap 15.4Debian 11.3Clear Linux 36520Ubuntu 22.04AlmaLinux 9.0200M400M600M800M1000M1012470000901991000847206000835982000720707000-pthread-pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardClear Linux 36520Debian 11.3Ubuntu 22.04AlmaLinux 9.0openSUSE Leap 15.4400800120016002000SE +/- 1.64, N = 3SE +/- 13.98, N = 3SE +/- 4.80, N = 3SE +/- 24.20, N = 12SE +/- 18.91, N = 1220291951188818721831-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread -lpthread-pthread -lpthread1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -flto -fno-fat-lto-objects -ldl -lrt

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Barbershop - Compute: CPU-OnlyDebian 11.3Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.0460120180240300SE +/- 0.51, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.64, N = 3SE +/- 0.69, N = 3253.15253.37253.86256.09261.91

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkAlmaLinux 9.0Clear Linux 36520Debian 11.3Ubuntu 22.04openSUSE Leap 15.490180270360450SE +/- 1.00, N = 3SE +/- 1.07, N = 3SE +/- 0.26, N = 3SE +/- 1.74, N = 3SE +/- 2.12, N = 3422.70399.72396.07388.26345.44

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Clear Linux 36520AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.4Debian 11.3918273645SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 340.9740.3940.2540.1439.97-lmpi_cxx-lmpi_cxx-pthread -lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantClear Linux 36520Debian 11.3AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.042K4K6K8K10KSE +/- 98.96, N = 12SE +/- 103.64, N = 3SE +/- 126.22, N = 3SE +/- 143.88, N = 13SE +/- 236.82, N = 158570.038857.118957.319663.3310479.62

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardDebian 11.3AlmaLinux 9.0Clear Linux 36520Ubuntu 22.04openSUSE Leap 15.42004006008001000SE +/- 30.75, N = 9SE +/- 9.85, N = 3SE +/- 0.76, N = 3SE +/- 5.75, N = 3SE +/- 5.09, N = 3101510061003982958-pthread -lpthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread -lpthread1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisopenSUSE Leap 15.4AlmaLinux 9.0Ubuntu 22.04Debian 11.3Clear Linux 365204080120160200SE +/- 0.38, N = 3SE +/- 0.25, N = 3SE +/- 0.30, N = 3SE +/- 0.25, N = 3SE +/- 0.45, N = 3157.21167.30168.22169.33173.53-lreadline-pipe -fexceptions -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

OSPray Studio

Intel OSPray Studio is an open-source, interactive visualization and ray-tracing software package. OSPray Studio makes use of Intel OSPray, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPray Studio 0.10Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerDebian 11.3Clear Linux 36520openSUSE Leap 15.4AlmaLinux 9.0Ubuntu 22.043K6K9K12K15KSE +/- 43.66, N = 3SE +/- 9.35, N = 3SE +/- 28.54, N = 3SE +/- 71.36, N = 3SE +/- 18.32, N = 31180811947119931200912444-lpthread -pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-lpthread -pthread1. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPray Studio 0.10Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerDebian 11.3AlmaLinux 9.0openSUSE Leap 15.4Clear Linux 36520Ubuntu 22.042K4K6K8K10KSE +/- 44.35, N = 3SE +/- 44.96, N = 3SE +/- 10.35, N = 3SE +/- 35.32, N = 3SE +/- 12.72, N = 31002610102101621020810548-lpthread -pthread-lpthread -pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPray Studio 0.10Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerAlmaLinux 9.0Debian 11.3openSUSE Leap 15.4Clear Linux 36520Ubuntu 22.042K4K6K8K10KSE +/- 16.97, N = 3SE +/- 19.29, N = 3SE +/- 22.07, N = 3SE +/- 30.02, N = 3SE +/- 17.21, N = 399499996100651009710447-lpthread -pthread-lpthread -pthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goClear Linux 36520Ubuntu 22.04AlmaLinux 9.0Debian 11.3openSUSE Leap 15.480160240320400SE +/- 0.33, N = 3SE +/- 3.41, N = 15SE +/- 0.33, N = 3SE +/- 4.41, N = 15SE +/- 0.67, N = 3226276278299363

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileDebian 11.3Clear Linux 36520openSUSE Leap 15.4Ubuntu 22.04AlmaLinux 9.016K32K48K64K80KSE +/- 479.30, N = 3SE +/- 598.10, N = 3SE +/- 532.76, N = 3SE +/- 1091.69, N = 15SE +/- 4040.70, N = 1255969.165930.968644.970297.173097.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatDebian 11.3AlmaLinux 9.0openSUSE Leap 15.4Clear Linux 36520Ubuntu 22.047001400210028003500SE +/- 31.55, N = 4SE +/- 45.30, N = 3SE +/- 30.13, N = 8SE +/- 35.03, N = 3SE +/- 104.18, N = 152825.653316.963417.663437.983484.38

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterClear Linux 36520Ubuntu 22.04openSUSE Leap 15.4AlmaLinux 9.0Debian 11.34080120160200181.39184.41185.91190.02192.02

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: StandardDebian 11.3AlmaLinux 9.0Clear Linux 36520Ubuntu 22.04openSUSE Leap 15.43K6K9K12K15KSE +/- 66.99, N = 3SE +/- 13.90, N = 3SE +/- 23.71, N = 3SE +/- 9.61, N = 3SE +/- 3.06, N = 31219812193121821172510469-pthread -lpthread-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread -lpthread1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.04Debian 11.34080120160200122.18122.84175.86180.59180.87

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 36520AlmaLinux 9.0Ubuntu 22.04Debian 11.3openSUSE Leap 15.44080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.74, N = 15SE +/- 2.79, N = 15SE +/- 1.66, N = 15107125143149159

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 36520AlmaLinux 9.0Debian 11.3openSUSE Leap 15.4Ubuntu 22.04306090120150SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 2.69, N = 15SE +/- 1.03, N = 13SE +/- 2.30, N = 15111121132150153

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.420406080100SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 1.07, N = 15SE +/- 0.81, N = 15SE +/- 0.33, N = 344.653.057.761.0102.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.04Debian 11.3Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.42004006008001000SE +/- 3.18, N = 3SE +/- 3.28, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 1.33, N = 3443459475549844

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Clear Linux 36520AlmaLinux 9.0Ubuntu 22.04Debian 11.3openSUSE Leap 15.4140280420560700SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 0.00, N = 3312335500505647

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupAlmaLinux 9.0Clear Linux 36520Debian 11.3Ubuntu 22.04openSUSE Leap 15.4510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 38.639.2817.4017.5020.00

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0AlmaLinux 9.0openSUSE Leap 15.4Clear Linux 36520Debian 11.3Ubuntu 22.0420406080100SE +/- 0.97, N = 3SE +/- 0.69, N = 3SE +/- 1.14, N = 3SE +/- 0.52, N = 3SE +/- 0.37, N = 381.6582.3483.7285.0286.56-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fPIC -lm

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Pabellon Barcelona - Compute: CPU-OnlyDebian 11.3AlmaLinux 9.0Clear Linux 36520openSUSE Leap 15.4Ubuntu 22.0420406080100SE +/- 0.35, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 381.4981.9682.0082.5884.56

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsClear Linux 36520AlmaLinux 9.0Debian 11.3openSUSE Leap 15.4Ubuntu 22.04816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.48, N = 12SE +/- 0.23, N = 11SE +/- 0.54, N = 1523.924.630.132.032.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.44080120160200SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 2.78, N = 15SE +/- 1.33, N = 3131137140173179

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.4150300450600750SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 12.67, N = 15SE +/- 11.04, N = 15SE +/- 8.02, N = 3446475565580695

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsClear Linux 36520Debian 11.3AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.41.12952.2593.38854.5185.6475SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.024.814.804.762.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread-pthread1. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetClear Linux 36520Ubuntu 22.04AlmaLinux 9.0Debian 11.3openSUSE Leap 15.41.28932.57863.86795.15726.4465SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.735.695.605.573.23-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread-pthread1. (CXX) g++ options: -O3

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.4612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.42, N = 15SE +/- 0.03, N = 3SE +/- 0.67, N = 1216.118.325.026.526.9

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Classroom - Compute: CPU-OnlyDebian 11.3Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.041530456075SE +/- 0.00, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.17, N = 363.8164.1964.3864.8165.70

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileClear Linux 36520AlmaLinux 9.0Ubuntu 22.04Debian 11.3openSUSE Leap 15.420406080100SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.57, N = 3SE +/- 0.43, N = 3SE +/- 0.47, N = 345.7451.1556.2275.0991.21

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionClear Linux 36520Debian 11.3AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.41020304050SE +/- 0.05, N = 3SE +/- 0.31, N = 10SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 338.5040.7541.0543.1543.43-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2 -pthread-O2-O2-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KClear Linux 36520Debian 11.3AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.43691215SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 310.9110.6010.6010.2810.01-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2AlmaLinux 9.0Clear Linux 36520openSUSE Leap 15.4Debian 11.3Ubuntu 22.041122334455SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.44, N = 346.8147.3347.8547.9350.22-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fPIC -lm

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialClear Linux 36520AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.4Debian 11.32040608010056.9357.9380.9280.9981.09

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareClear Linux 36520Debian 11.3openSUSE Leap 15.4Ubuntu 22.04AlmaLinux 9.03691215SE +/- 0.025, N = 3SE +/- 0.015, N = 3SE +/- 0.092, N = 6SE +/- 0.084, N = 7SE +/- 0.084, N = 39.5899.4229.1639.0678.874-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread-pthread1. (CXX) g++ options: -O3

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.460120180240300SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 2.40, N = 3167187200208257

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 8 - Input: Bosphorus 4KClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.41428425670SE +/- 0.40, N = 15SE +/- 0.41, N = 15SE +/- 0.28, N = 3SE +/- 0.22, N = 3SE +/- 0.33, N = 362.7362.4637.7137.1236.31-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Fishy Cat - Compute: CPU-OnlyClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.04Debian 11.3816243240SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 332.1632.2633.5534.0634.75

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsDebian 11.3Ubuntu 22.04Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.40.06570.13140.19710.26280.3285SE +/- 0.00061, N = 3SE +/- 0.00029, N = 3SE +/- 0.00029, N = 3SE +/- 0.00111, N = 3SE +/- 0.00124, N = 30.273760.279690.280600.281400.29179

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosClear Linux 36520Debian 11.3AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.44080120160200SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 1.33, N = 3104121126140177

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileAlmaLinux 9.0Clear Linux 36520openSUSE Leap 15.4Ubuntu 22.04Debian 11.3816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 320.7324.1831.2533.2434.16

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesDebian 11.3Ubuntu 22.04Clear Linux 36520AlmaLinux 9.0openSUSE Leap 15.430060090012001500SE +/- 1.20, N = 3SE +/- 1.86, N = 3SE +/- 3.18, N = 3SE +/- 3.71, N = 3SE +/- 1.53, N = 39801022107211481438

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: BMW27 - Compute: CPU-OnlyAlmaLinux 9.0Clear Linux 36520Debian 11.3openSUSE Leap 15.4Ubuntu 22.04612182430SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 324.3624.4124.6424.9625.40

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 36520Ubuntu 22.04AlmaLinux 9.0openSUSE Leap 15.4Debian 11.3400K800K1200K1600K2000KSE +/- 5931.34, N = 3SE +/- 2803.66, N = 3SE +/- 442.16, N = 3SE +/- 4984.17, N = 3SE +/- 1278.78, N = 31672650804526769527768303730250

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.4510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.19, N = 318.2120.8420.8821.7721.83-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2 -pthread-O2-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Debian 11.3Ubuntu 22.04246810SE +/- 0.010, N = 3SE +/- 0.023, N = 3SE +/- 0.091, N = 15SE +/- 0.091, N = 3SE +/- 0.083, N = 154.7954.9887.2397.4508.227-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Debian 11.3Ubuntu 22.043691215SE +/- 0.020, N = 3SE +/- 0.033, N = 3SE +/- 0.127, N = 3SE +/- 0.092, N = 3SE +/- 0.101, N = 157.3287.56010.17910.51011.222-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fPIC -lm

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Debian 11.3Ubuntu 22.04306090120150SE +/- 1.34, N = 3SE +/- 1.28, N = 8SE +/- 1.21, N = 6SE +/- 0.34, N = 3SE +/- 0.37, N = 3156.43155.41120.27116.09115.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KAlmaLinux 9.0Clear Linux 36520openSUSE Leap 15.4Ubuntu 22.04Debian 11.3306090120150SE +/- 0.85, N = 3SE +/- 5.86, N = 12SE +/- 1.19, N = 3SE +/- 1.34, N = 3SE +/- 0.41, N = 3150.03146.14118.20110.23109.83-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KClear Linux 36520AlmaLinux 9.0openSUSE Leap 15.4Ubuntu 22.04Debian 11.3306090120150SE +/- 0.37, N = 3SE +/- 0.45, N = 3SE +/- 0.66, N = 3SE +/- 0.56, N = 15SE +/- 0.56, N = 3148.90143.5388.1887.2685.34-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6Clear Linux 36520AlmaLinux 9.0Debian 11.3openSUSE Leap 15.4Ubuntu 22.04246810SE +/- 0.054, N = 3SE +/- 0.020, N = 3SE +/- 0.082, N = 15SE +/- 0.038, N = 3SE +/- 0.074, N = 154.5254.7425.8236.1456.425-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -fPIC -lm

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KAlmaLinux 9.0Clear Linux 36520openSUSE Leap 15.4Debian 11.3Ubuntu 22.044080120160200SE +/- 1.27, N = 3SE +/- 1.15, N = 3SE +/- 1.56, N = 3SE +/- 0.73, N = 3SE +/- 1.04, N = 15194.04192.46118.31110.78110.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionClear Linux 36520Debian 11.3Ubuntu 22.04openSUSE Leap 15.4AlmaLinux 9.03691215SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 310.6111.1811.3111.7912.35-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KAlmaLinux 9.0Clear Linux 36520Debian 11.3Ubuntu 22.04openSUSE Leap 15.4306090120150SE +/- 1.06, N = 3SE +/- 0.74, N = 3SE +/- 0.95, N = 3SE +/- 0.50, N = 3SE +/- 0.82, N = 3145.87144.92102.54100.83100.11-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.43691215SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.023, N = 3SE +/- 0.109, N = 3SE +/- 0.100, N = 48.0448.4118.4998.7619.157-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2 -pthread-O2-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionClear Linux 36520Ubuntu 22.04Debian 11.3openSUSE Leap 15.4AlmaLinux 9.00.69331.38662.07992.77323.4665SE +/- 0.01158693, N = 3SE +/- 0.01663141, N = 3SE +/- 0.01929348, N = 3SE +/- 0.00490122, N = 3SE +/- 0.05658160, N = 152.344289062.837985362.891261662.968713043.08125238-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pthread1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 10 - Input: Bosphorus 4KAlmaLinux 9.0Clear Linux 36520Ubuntu 22.04Debian 11.3openSUSE Leap 15.4306090120150SE +/- 0.64, N = 3SE +/- 1.70, N = 3SE +/- 0.70, N = 3SE +/- 0.47, N = 3SE +/- 0.36, N = 3157.08157.0678.3577.3475.97-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Clear Linux 36520AlmaLinux 9.0Ubuntu 22.04openSUSE Leap 15.4Debian 11.30.70651.4132.11952.8263.5325SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.017, N = 3SE +/- 0.038, N = 13SE +/- 0.065, N = 152.6522.8022.8713.0143.140-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -ltiff-O2-O2-O2 -pthread-O2 -pthread1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.0Encoder Mode: Preset 12 - Input: Bosphorus 4KClear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.44080120160200SE +/- 0.41, N = 3SE +/- 0.95, N = 3SE +/- 0.65, N = 3SE +/- 0.58, N = 3SE +/- 0.39, N = 3190.05187.1391.2489.9687.41-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Xeon Platinum 8380 Enterprise Linux Benchmarks June 2022Clear Linux 36520AlmaLinux 9.0Debian 11.3Ubuntu 22.04openSUSE Leap 15.44812162013.9213.1011.8111.4310.84

Number Of First Place Finishes

Ubuntu 22.041 [1.5%]openSUSE Leap 15.43 [4.4%]AlmaLinux 9.011 [16.2%]Debian 11.314 [20.6%]Clear Linux 3652039 [57.4%]Number Of First Place FinishesWins - 68 TestsOpenBenchmarking.org

Number Of Last Place Finishes

Clear Linux 365201 [1.5%]AlmaLinux 9.09 [13.2%]Debian 11.310 [14.7%]Ubuntu 22.0420 [29.4%]openSUSE Leap 15.428 [41.2%]Number Of Last Place FinishesLosses - 68 TestsOpenBenchmarking.org