AMD EPYC Linux 5.18 Sched-Core Testing

sched/core Git testing for what will be in Linux 5.18. 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 2202208-NE-AMDEPYCLI02
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Linux 5.17 Git
February 19 2022
  18 Hours, 6 Minutes
sched-core Git
February 18 2022
  14 Hours, 24 Minutes
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  16 Hours, 15 Minutes
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AMD EPYC Linux 5.18 Sched-Core TestingOpenBenchmarking.orgPhoronix Test Suite2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse128GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/Matisse2 x Intel 10G X550TUbuntu 21.105.17.0-051700rc4daily20220219-generic (x86_64)5.17.0-rc1-sched-core-phx (x86_64)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelsDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionAMD EPYC Linux 5.18 Sched-Core Testing BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114 - Linux 5.17 Git: OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.21.10) - sched-core Git: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Python 3.9.7- 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.17 Git vs. sched-core Git ComparisonPhoronix Test SuiteBaseline+16.4%+16.4%+32.8%+32.8%+49.2%+49.2%65.4%65.2%43.6%43.2%29.1%28.3%28%27.9%25.1%24.4%19.7%19.5%18.3%17.7%16.4%15.7%11.8%11.6%11.4%11.3%11.1%10.5%10.4%10.3%9.5%9.1%6.8%6.3%5.6%5.5%5.5%4.8%3.2%3%2.8%2.8%2.7%2.6%2.6%2.6%2.3%2.1%2.1%100 - 50 - Read Only100 - 50 - Read Only - Average Latency100 - 50 - Read Write - Average Latency100 - 50 - Read WritetConvolve MT - GriddingI.R.V100 - 100 - Read Only100 - 100 - Read Only - Average LatencyMobilenet FloatSeq FillR.R.W.RRand Fill832Rand Fill SyncLuxCore Benchmark - CPUInception V4Update Rand100 - 100 - Read Write - Average Latency100 - 100 - Read Write16100 - 500 - Read Only - Average Latency100 - 500 - Read Only12864OpenMP - Points2ImagetConvolve MT - Degridding256100 - 250 - Read Only - Average LatencyP.P.A100 - 250 - Read Only265.1%512263.8%16 - 256 - 57Rhodopsin ProteinPreset 10 - Bosphorus 4KPreset 12 - Bosphorus 4K262.7%Eigensimple-H2OF.1.0.R.a.m.i.CNASA Streamlines - Path Tracer10 - Bosphorus 1080pCPU - SqueezeNet v2Bosphorus 4K - Ultra FastPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchASKAPTensorFlow LitePostgreSQL pgbenchPostgreSQL pgbenchTensorFlow LiteFacebook RocksDBFacebook RocksDBFacebook RocksDBMariaDBMariaDBFacebook RocksDBLuxCoreRenderTensorFlow LiteFacebook RocksDBPostgreSQL pgbenchPostgreSQL pgbenchMariaDBPostgreSQL pgbenchPostgreSQL pgbenchMariaDBMariaDBDarmstadt Automotive Parallel Heterogeneous SuiteASKAPMariaDBPostgreSQL pgbenchTimed MrBayes AnalysisPostgreSQL pgbenchGraph500MariaDBGraph500Liquid-DSPLAMMPS Molecular Dynamics SimulatorSVT-AV1SVT-AV1Graph500LeelaChessZeroQMCPACKParallel BZIP2 CompressionOSPraySVT-HEVCTNNKvazaarLinux 5.17 Gitsched-core Git

AMD EPYC Linux 5.18 Sched-Core Testingopenvkl: vklBenchmark ISPCopenvkl: vklBenchmark Scalaraskap: tConvolve MT - Degriddingaskap: tConvolve MT - Griddingmysqlslap: 512mysqlslap: 256java-gradle-perf: Reactorrocksdb: Seq Fillmysqlslap: 128nwchem: C240 Buckyballmysqlslap: 64pgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writelczero: Eigenmysqlslap: 32pgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Onlygraph500: 26graph500: 26graph500: 26graph500: 26tensorflow-lite: Inception V4daphne: OpenMP - Points2Imagebuild-gem5: Time To Compilebrl-cad: VGR Performance Metrictensorflow-lite: Mobilenet Quanttnn: CPU - DenseNetluxcorerender: Danish Mood - CPUbuild-linux-kernel: allmodconfigrocksdb: Update Randtensorflow-lite: Mobilenet Floatrocksdb: Read While Writingbuild-llvm: Unix Makefileshpcg: openfoam: Motorbike 60Mtensorflow-lite: Inception ResNet V2mysqlslap: 16pgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlybuild-llvm: Ninjabuild-nodejs: Time To Compilemrbayes: Primate Phylogeny Analysissysbench: CPUaom-av1: Speed 6 Realtime - Bosphorus 4Kmysqlslap: 8luxcorerender: LuxCore Benchmark - CPUluxcorerender: DLSC - CPUrocksdb: Rand Fill Syncqmcpack: simple-H2Orocksdb: Rand Fillrocksdb: Read Rand Write Randrocksdb: Rand Readaskap: tConvolve OpenMP - Degriddingaskap: tConvolve OpenMP - Griddingbuild2: Time To Compileospray: San Miguel - Path Tracerbuild-godot: Time To Compilegromacs: MPI CPU - water_GMX50_barecoremark: CoreMark Size 666 - Iterations Per Secondaircrack-ng: xmrig: Monero - 1Mavifenc: 6x265: Bosphorus 4Kaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingxmrig: Wownero - 1Mavifenc: 6, Losslessavifenc: 2stockfish: Total Timetachyon: Total Timebuild-linux-kernel: defconfigliquid-dsp: 128 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 64 - 256 - 57liquid-dsp: 16 - 256 - 57namd: ATPase Simulation - 327,506 Atomsnpb: SP.Ctnn: CPU - SqueezeNet v1.1svt-av1: Preset 12 - Bosphorus 4Kbuild-mesa: Time To Compilenpb: BT.Ckvazaar: Bosphorus 4K - Ultra Fastcompress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionpovray: Trace Timeospray: NASA Streamlines - Path Tracerembree: Pathtracer ISPC - Crownsvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 10 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 1080pnpb: LU.Cpennant: sedovbigdacapobench: Jythonlammps: Rhodopsin Proteinpennant: leblancbignpb: FT.Ctnn: CPU - SqueezeNet v2primesieve: 1e12 Prime Number Generationnpb: MG.Cnpb: EP.CLinux 5.17 Gitsched-core Git1561029328.174987.40273271335.2441838163121839.36442.02724965710213212.229449190.15216460940.07665828931902200025932600056808700054879900091201910961.13165.61486508031535.22847.4106.05188.26822735737448.79728767172.76635.4365114.3593254125820.29516974900.0871144931117.319111.355104.865303171.907.3927995.3610.048651329.42418614228889394273906523951.563681.8150.7307.4845.3527.4302717033.096319273790.05236372.29.77521.6945986.440378.539553.525.29424.61118369000021.450020.90940347000001937933333357553333310000100000.3044085540.27252.050164.30016.550188668.8448.912.3728.5012567.357797.915147.552529.84258716.327.624752381926.1924.34810186712.2462.1873.35882787.806106.261571039964.116438.42286288329.5532286573441846.47051.41235760729215552.001499920.14417363090.046108913130748100025666600055314100052211600081590411963.768989834167.71985707630978.42848.3666.05185.39925375829946.39855545171.38435.5011114.4172700228690.26718736970.0681465660115.760109.71099.416308160.077.5233116.2010.0710067428.66622239134590114311893943995.353718.6550.4527.5245.3417.5162736834.863102273924.12536203.19.61422.0546663.540632.439612.424.99424.23518495394921.203920.68540447666671960966667358403333310322000000.3040785627.45251.895168.88216.616188042.6049.952.3128.51925.6467.431597.969151.694541.93258749.917.552118380526.9664.26953288217.1460.8793.36483495.696073.49OpenBenchmarking.org

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.0Benchmark: vklBenchmark ISPCsched-core GitLinux 5.17 Git306090120150SE +/- 1.53, N = 3SE +/- 0.33, N = 3157156MIN: 15 / MAX: 2053MIN: 15 / MAX: 2099

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.0Benchmark: vklBenchmark Scalarsched-core GitLinux 5.17 Git20406080100SE +/- 0.88, N = 3SE +/- 0.00, N = 3103102MIN: 9 / MAX: 2946MIN: 10 / MAX: 2149

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Degriddingsched-core GitLinux 5.17 Git2K4K6K8K10KSE +/- 173.68, N = 12SE +/- 216.36, N = 129964.119328.171. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Griddingsched-core GitLinux 5.17 Git14002800420056007000SE +/- 96.00, N = 12SE +/- 95.01, N = 126438.424987.401. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 512sched-core GitLinux 5.17 Git60120180240300SE +/- 0.70, N = 3SE +/- 0.19, N = 32862731. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 256sched-core GitLinux 5.17 Git60120180240300SE +/- 1.61, N = 3SE +/- 0.43, N = 32882711. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: Reactorsched-core GitLinux 5.17 Git70140210280350SE +/- 4.22, N = 3SE +/- 8.99, N = 9329.55335.24

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Sequential Fillsched-core GitLinux 5.17 Git50K100K150K200K250KSE +/- 811.83, N = 3SE +/- 262.08, N = 32286571838161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 128sched-core GitLinux 5.17 Git70140210280350SE +/- 1.06, N = 3SE +/- 1.00, N = 33443121. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 Buckyballsched-core GitLinux 5.17 Git4008001200160020001846.41839.31. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 64sched-core GitLinux 5.17 Git150300450600750SE +/- 6.52, N = 9SE +/- 5.02, N = 37056441. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latencysched-core GitLinux 5.17 Git0.45610.91221.36831.82442.2805SE +/- 0.045, N = 12SE +/- 0.067, N = 121.4122.0271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Writesched-core GitLinux 5.17 Git8K16K24K32K40KSE +/- 990.86, N = 12SE +/- 816.28, N = 1235760249651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigensched-core GitLinux 5.17 Git16003200480064008000SE +/- 57.39, N = 3SE +/- 85.17, N = 4729271021. (CXX) g++ options: -flto -pthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 32sched-core GitLinux 5.17 Git30060090012001500SE +/- 21.96, N = 12SE +/- 13.78, N = 3155513211. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latencysched-core GitLinux 5.17 Git0.50151.0031.50452.0062.5075SE +/- 0.008, N = 3SE +/- 0.023, N = 122.0012.2291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Writesched-core GitLinux 5.17 Git11K22K33K44K55KSE +/- 199.66, N = 3SE +/- 449.54, N = 1249992449191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latencysched-core GitLinux 5.17 Git0.03420.06840.10260.13680.171SE +/- 0.001, N = 3SE +/- 0.002, N = 120.1440.1521. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Onlysched-core GitLinux 5.17 Git400K800K1200K1600K2000KSE +/- 5355.22, N = 3SE +/- 20324.69, N = 12173630916460941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latencysched-core GitLinux 5.17 Git0.01710.03420.05130.06840.0855SE +/- 0.000, N = 3SE +/- 0.002, N = 120.0460.0761. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Onlysched-core GitLinux 5.17 Git200K400K600K800K1000KSE +/- 3467.57, N = 3SE +/- 13495.69, N = 1210891316582891. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

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: 26sched-core GitLinux 5.17 Git70M140M210M280M350M3074810003190220001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26sched-core GitLinux 5.17 Git60M120M180M240M300M2566660002593260001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26sched-core GitLinux 5.17 Git120M240M360M480M600M5531410005680870001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26sched-core GitLinux 5.17 Git120M240M360M480M600M5221160005487990001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: Inception V4sched-core GitLinux 5.17 Git200K400K600K800K1000KSE +/- 10770.48, N = 15SE +/- 15439.11, N = 15815904912019

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2Imagesched-core GitLinux 5.17 Git3K6K9K12K15KSE +/- 138.07, N = 3SE +/- 235.20, N = 1511963.7710961.131. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilesched-core GitLinux 5.17 Git4080120160200SE +/- 1.46, N = 3SE +/- 1.71, N = 5167.72165.61

BRL-CAD

BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance Metricsched-core GitLinux 5.17 Git200K400K600K800K1000K8570768650801. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: Mobilenet Quantsched-core GitLinux 5.17 Git7K14K21K28K35KSE +/- 306.23, N = 6SE +/- 303.81, N = 1530978.431535.2

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetsched-core GitLinux 5.17 Git6001200180024003000SE +/- 1.52, N = 3SE +/- 2.56, N = 32848.372847.41MIN: 2754.81 / MAX: 3401.69MIN: 2758.4 / MAX: 3001.691. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUsched-core GitLinux 5.17 Git246810SE +/- 0.05, N = 3SE +/- 0.05, N = 156.056.05MIN: 2.38 / MAX: 7.14MIN: 2.17 / MAX: 7.68

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.16Build: allmodconfigsched-core GitLinux 5.17 Git4080120160200SE +/- 0.18, N = 3SE +/- 0.10, N = 3185.40188.27

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update Randomsched-core GitLinux 5.17 Git50K100K150K200K250KSE +/- 2959.58, N = 3SE +/- 1855.23, N = 152537582273571. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: Mobilenet Floatsched-core GitLinux 5.17 Git8K16K24K32K40KSE +/- 351.91, N = 3SE +/- 788.04, N = 1529946.337448.7

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read While Writingsched-core GitLinux 5.17 Git2M4M6M8M10MSE +/- 78974.94, N = 3SE +/- 99178.21, N = 15985554597287671. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix Makefilessched-core GitLinux 5.17 Git4080120160200SE +/- 0.32, N = 3SE +/- 0.68, N = 3171.38172.77

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 3.1sched-core GitLinux 5.17 Git816243240SE +/- 0.03, N = 3SE +/- 0.10, N = 335.5035.441. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60Msched-core GitLinux 5.17 Git306090120150SE +/- 0.91, N = 3SE +/- 0.82, N = 3114.41114.351. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: Inception ResNet V2sched-core GitLinux 5.17 Git200K400K600K800K1000KSE +/- 5333.97, N = 3SE +/- 32103.70, N = 12727002932541

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 16sched-core GitLinux 5.17 Git6001200180024003000SE +/- 24.17, N = 8SE +/- 9.67, N = 3286925821. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latencysched-core GitLinux 5.17 Git0.06640.13280.19920.26560.332SE +/- 0.004, N = 3SE +/- 0.003, N = 30.2670.2951. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Onlysched-core GitLinux 5.17 Git400K800K1200K1600K2000KSE +/- 23793.64, N = 3SE +/- 15433.38, N = 3187369716974901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latencysched-core GitLinux 5.17 Git0.01960.03920.05880.07840.098SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0680.0871. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Onlysched-core GitLinux 5.17 Git300K600K900K1200K1500KSE +/- 1396.83, N = 3SE +/- 1566.53, N = 3146566011449311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lm

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninjasched-core GitLinux 5.17 Git306090120150SE +/- 0.41, N = 3SE +/- 0.08, N = 3115.76117.32

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 17.3Time To Compilesched-core GitLinux 5.17 Git20406080100SE +/- 0.23, N = 3SE +/- 0.42, N = 3109.71111.36

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 Analysissched-core GitLinux 5.17 Git20406080100SE +/- 0.18, N = 3SE +/- 0.72, N = 399.42104.871. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUsched-core GitLinux 5.17 Git70K140K210K280K350KSE +/- 20.79, N = 3SE +/- 261.95, N = 3308160.07303171.901. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

AOM AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.3Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Ksched-core GitLinux 5.17 Git246810SE +/- 0.02, N = 3SE +/- 0.07, N = 37.527.391. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.8.2Clients: 8sched-core GitLinux 5.17 Git7001400210028003500SE +/- 16.68, N = 3SE +/- 23.09, N = 3331127991. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: CPUsched-core GitLinux 5.17 Git246810SE +/- 0.03, N = 3SE +/- 0.06, N = 36.205.36MIN: 2.13 / MAX: 7.49MIN: 1.5 / MAX: 6.82

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUsched-core GitLinux 5.17 Git3691215SE +/- 0.04, N = 3SE +/- 0.10, N = 310.0710.04MIN: 9.59 / MAX: 11.9MIN: 9.42 / MAX: 11.96

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill Syncsched-core GitLinux 5.17 Git20K40K60K80K100KSE +/- 368.16, N = 3SE +/- 426.79, N = 3100674865131. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. QMCPACK is an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids. QMCPACK is supported by the U.S. Department of Energy. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.13Input: simple-H2Osched-core GitLinux 5.17 Git714212835SE +/- 0.04, N = 3SE +/- 0.24, N = 928.6729.421. (CXX) g++ options: -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -march=native -O3 -lm -ldl

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fillsched-core GitLinux 5.17 Git50K100K150K200K250KSE +/- 1126.26, N = 3SE +/- 480.16, N = 32223911861421. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write Randomsched-core GitLinux 5.17 Git700K1400K2100K2800K3500KSE +/- 29431.07, N = 3SE +/- 9676.01, N = 3345901128889391. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Readsched-core GitLinux 5.17 Git90M180M270M360M450MSE +/- 500039.55, N = 3SE +/- 25864.21, N = 34311893944273906521. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Degriddingsched-core GitLinux 5.17 Git9001800270036004500SE +/- 122.91, N = 13SE +/- 131.33, N = 153995.353951.561. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Griddingsched-core GitLinux 5.17 Git8001600240032004000SE +/- 42.60, N = 15SE +/- 43.45, N = 153718.653681.811. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compilesched-core GitLinux 5.17 Git1122334455SE +/- 0.25, N = 3SE +/- 0.13, N = 350.4550.73

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific 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.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracersched-core GitLinux 5.17 Git246810SE +/- 0.00, N = 3SE +/- 0.02, N = 37.527.48MIN: 6.71 / MAX: 7.58MIN: 6.67 / MAX: 7.58

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 Compilesched-core GitLinux 5.17 Git1020304050SE +/- 0.50, N = 3SE +/- 0.34, N = 345.3445.35

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 2021.2Implementation: MPI CPU - Input: water_GMX50_baresched-core GitLinux 5.17 Git246810SE +/- 0.012, N = 3SE +/- 0.030, N = 37.5167.4301. (CXX) g++ options: -O3

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Secondsched-core GitLinux 5.17 Git600K1200K1800K2400K3000KSE +/- 2683.61, N = 3SE +/- 5197.91, N = 32736834.862717033.101. (CC) gcc options: -O2 -lrt" -lrt

Aircrack-ng

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2sched-core GitLinux 5.17 Git60K120K180K240K300KSE +/- 61.85, N = 3SE +/- 22.65, N = 3273924.13273790.051. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1Msched-core GitLinux 5.17 Git8K16K24K32K40KSE +/- 38.98, N = 3SE +/- 141.49, N = 336203.136372.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 0.9.0Encoder Speed: 6sched-core GitLinux 5.17 Git3691215SE +/- 0.019, N = 3SE +/- 0.069, N = 159.6149.7751. (CXX) g++ options: -O3 -fPIC -lm

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4Ksched-core GitLinux 5.17 Git510152025SE +/- 0.05, N = 3SE +/- 0.27, N = 322.0521.691. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Griddingsched-core GitLinux 5.17 Git10K20K30K40K50KSE +/- 598.85, N = 3SE +/- 661.67, N = 346663.545986.41. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Degriddingsched-core GitLinux 5.17 Git9K18K27K36K45KSE +/- 263.83, N = 3SE +/- 448.40, N = 340632.440378.51. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1Msched-core GitLinux 5.17 Git8K16K24K32K40KSE +/- 39.86, N = 3SE +/- 155.19, N = 339612.439553.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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 0.9.0Encoder Speed: 6, Losslesssched-core GitLinux 5.17 Git612182430SE +/- 0.11, N = 3SE +/- 0.15, N = 324.9925.291. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 2sched-core GitLinux 5.17 Git612182430SE +/- 0.08, N = 3SE +/- 0.05, N = 324.2424.611. (CXX) g++ options: -O3 -fPIC -lm

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total Timesched-core GitLinux 5.17 Git40M80M120M160M200MSE +/- 2001854.81, N = 4SE +/- 2091637.99, N = 31849539491836900001. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. The sample scene used is the Teapot scene ray-traced to 8K x 8K with 32 samples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99.2Total Timesched-core GitLinux 5.17 Git510152025SE +/- 0.03, N = 3SE +/- 0.10, N = 321.2021.451. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.16Build: defconfigsched-core GitLinux 5.17 Git510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 320.6920.91

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57sched-core GitLinux 5.17 Git900M1800M2700M3600M4500MSE +/- 176383.42, N = 3SE +/- 1096965.51, N = 3404476666740347000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57sched-core GitLinux 5.17 Git400M800M1200M1600M2000MSE +/- 2830979.41, N = 3SE +/- 4297803.06, N = 3196096666719379333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57sched-core GitLinux 5.17 Git800M1600M2400M3200M4000MSE +/- 3557308.60, N = 3SE +/- 1080637.67, N = 3358403333335755333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57sched-core GitLinux 5.17 Git200M400M600M800M1000MSE +/- 4604707.74, N = 3SE +/- 3340873.14, N = 3103220000010000100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 Atomssched-core GitLinux 5.17 Git0.06850.1370.20550.2740.3425SE +/- 0.00005, N = 3SE +/- 0.00010, N = 30.304070.30440

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.Csched-core GitLinux 5.17 Git20K40K60K80K100KSE +/- 209.49, N = 3SE +/- 150.83, N = 385627.4585540.271. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1sched-core GitLinux 5.17 Git60120180240300SE +/- 0.19, N = 3SE +/- 0.01, N = 3251.90252.05MIN: 251.41 / MAX: 254.11MIN: 251.8 / MAX: 252.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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 0.9Encoder Mode: Preset 12 - Input: Bosphorus 4Ksched-core GitLinux 5.17 Git4080120160200SE +/- 1.39, N = 15SE +/- 1.82, N = 5168.88164.301. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To Compilesched-core GitLinux 5.17 Git48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 316.6216.55

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.Csched-core GitLinux 5.17 Git40K80K120K160K200KSE +/- 496.31, N = 3SE +/- 97.84, N = 3188042.60188668.841. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra Fastsched-core GitLinux 5.17 Git1122334455SE +/- 0.42, N = 3SE +/- 0.06, N = 349.9548.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Parallel BZIP2 Compression

This test measures the time needed to compress a file (FreeBSD-13.0-RELEASE-amd64-memstick.img) using Parallel BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionsched-core GitLinux 5.17 Git0.53371.06741.60112.13482.6685SE +/- 0.028, N = 15SE +/- 0.021, N = 152.3122.3721. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace Timesched-core GitLinux 5.17 Git246810SE +/- 0.008, N = 3SE +/- 0.060, N = 38.5198.5011. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -R/usr/lib -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific 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.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracersched-core GitLinux 5.17 Git612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 325.6425.00MIN: 19.61MIN: 20 / MAX: 25.64

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crownsched-core GitLinux 5.17 Git1530456075SE +/- 0.04, N = 3SE +/- 0.05, N = 367.4367.36MIN: 66.22 / MAX: 69.97MIN: 66.03 / MAX: 70.04

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 0.9Encoder Mode: Preset 8 - Input: Bosphorus 4Ksched-core GitLinux 5.17 Git20406080100SE +/- 1.15, N = 3SE +/- 1.21, N = 497.9797.921. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.9Encoder Mode: Preset 10 - Input: Bosphorus 4Ksched-core GitLinux 5.17 Git306090120150SE +/- 1.87, N = 4SE +/- 1.48, N = 5151.69147.551. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

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 1080p 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 1080psched-core GitLinux 5.17 Git120240360480600SE +/- 5.31, N = 15SE +/- 5.12, N = 15541.93529.841. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.Csched-core GitLinux 5.17 Git60K120K180K240K300KSE +/- 424.68, N = 3SE +/- 1936.37, N = 3258749.91258716.321. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigsched-core GitLinux 5.17 Git246810SE +/- 0.026450, N = 3SE +/- 0.052184, N = 37.5521187.6247521. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonsched-core GitLinux 5.17 Git8001600240032004000SE +/- 20.57, N = 4SE +/- 19.94, N = 438053819

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Proteinsched-core GitLinux 5.17 Git612182430SE +/- 0.35, N = 12SE +/- 0.37, N = 1526.9726.191. (CXX) g++ options: -O3 -lm

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigsched-core GitLinux 5.17 Git0.97831.95662.93493.91324.8915SE +/- 0.045422, N = 3SE +/- 0.049563, N = 44.2695324.3481011. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.Csched-core GitLinux 5.17 Git20K40K60K80K100KSE +/- 85.85, N = 3SE +/- 721.24, N = 388217.1486712.241. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2sched-core GitLinux 5.17 Git1428425670SE +/- 0.08, N = 3SE +/- 0.42, N = 360.8862.19MIN: 60.64 / MAX: 61.24MIN: 61.44 / MAX: 63.251. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Primesieve

Primesieve generates prime numbers using a highly optimized sieve of Eratosthenes implementation. Primesieve benchmarks the CPU's L1/L2 cache performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 7.71e12 Prime Number Generationsched-core GitLinux 5.17 Git0.75691.51382.27073.02763.7845SE +/- 0.003, N = 3SE +/- 0.014, N = 33.3643.3581. (CXX) g++ options: -O3

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.Csched-core GitLinux 5.17 Git20K40K60K80K100KSE +/- 474.39, N = 3SE +/- 260.55, N = 383495.6982787.801. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Csched-core GitLinux 5.17 Git13002600390052006500SE +/- 41.18, N = 3SE +/- 24.54, N = 36073.496106.261. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.0

105 Results Shown

OpenVKL:
  vklBenchmark ISPC
  vklBenchmark Scalar
ASKAP:
  tConvolve MT - Degridding
  tConvolve MT - Gridding
MariaDB:
  512
  256
Java Gradle Build
Facebook RocksDB
MariaDB
NWChem
MariaDB
PostgreSQL pgbench:
  100 - 50 - Read Write - Average Latency
  100 - 50 - Read Write
LeelaChessZero
MariaDB
PostgreSQL pgbench:
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Only
Graph500:
  26:
    sssp max_TEPS
    sssp median_TEPS
    bfs max_TEPS
    bfs median_TEPS
TensorFlow Lite
Darmstadt Automotive Parallel Heterogeneous Suite
Timed Gem5 Compilation
BRL-CAD
TensorFlow Lite
TNN
LuxCoreRender
Timed Linux Kernel Compilation
Facebook RocksDB
TensorFlow Lite
Facebook RocksDB
Timed LLVM Compilation
High Performance Conjugate Gradient
OpenFOAM
TensorFlow Lite
MariaDB
PostgreSQL pgbench:
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
Timed LLVM Compilation
Timed Node.js Compilation
Timed MrBayes Analysis
Sysbench
AOM AV1
MariaDB
LuxCoreRender:
  LuxCore Benchmark - CPU
  DLSC - CPU
Facebook RocksDB
QMCPACK
Facebook RocksDB:
  Rand Fill
  Read Rand Write Rand
  Rand Read
ASKAP:
  tConvolve OpenMP - Degridding
  tConvolve OpenMP - Gridding
Build2
OSPray
Timed Godot Game Engine Compilation
GROMACS
Coremark
Aircrack-ng
Xmrig
libavif avifenc
x265
ASKAP:
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
Xmrig
libavif avifenc:
  6, Lossless
  2
Stockfish
Tachyon
Timed Linux Kernel Compilation
Liquid-DSP:
  128 - 256 - 57
  32 - 256 - 57
  64 - 256 - 57
  16 - 256 - 57
NAMD
NAS Parallel Benchmarks
TNN
SVT-AV1
Timed Mesa Compilation
NAS Parallel Benchmarks
Kvazaar
Parallel BZIP2 Compression
POV-Ray
OSPray
Embree
SVT-AV1:
  Preset 8 - Bosphorus 4K
  Preset 10 - Bosphorus 4K
SVT-HEVC
NAS Parallel Benchmarks
Pennant
DaCapo Benchmark
LAMMPS Molecular Dynamics Simulator
Pennant
NAS Parallel Benchmarks
TNN
Primesieve
NAS Parallel Benchmarks:
  MG.C
  EP.C