AMD EPYC 7F72 2P Linux 5.11 Perf Governor

2 x AMD EPYC 7F72 24-Core testing looking at CPU freq invariance on 5.11 with patch. CPU power consumption monitoring via AMD_Energy interface at 1 second polling. Additional data with CPUFreq performance governor included.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101253-HA-AMDEPYC7F96
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Linux 5.11 Git
January 22 2021
  15 Hours
Linux 5.11 Patched
January 23 2021
  15 Hours, 14 Minutes
CPUFreq Performance
January 24 2021
  16 Hours, 38 Minutes
Invert Behavior (Only Show Selected Data)
  15 Hours, 38 Minutes

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AMD EPYC 7F72 2P Linux 5.11 Perf GovernorProcessorMotherboardChipsetMemoryDiskGraphicsNetworkMonitorOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance2 x AMD EPYC 7F72 24-Core @ 3.20GHz (48 Cores / 96 Threads)Supermicro H11DSi-NT v2.00 (2.1 BIOS)AMD Starship/Matisse16 x 8192 MB DDR4-3200MT/s HMA81GR7CJR8N-XN1000GB Western Digital WD_BLACK SN850 1TBASPEED2 x Intel 10G X550TUbuntu 20.105.11.0-051100rc4daily20210122-generic (x86_64) 20210121GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.9GCC 10.2.0ext41920x1080VE2285.11.0-rc4-max-boost-inv-patch (x86_64) 20210121OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 Disk Details- NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- Linux 5.11 Git: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034- Linux 5.11 Patched: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034- CPUFreq Performance: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x8301034Java Details- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)Python Details- Python 3.8.6Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.11 GitLinux 5.11 PatchedCPUFreq PerformanceResult OverviewPhoronix Test Suite100%107%114%121%128%dav1dCpuminer-Optx265DaCapo BenchmarkTimed GDB GNU Debugger CompilationInfluxDBNebular Empirical Analysis ToolCLOMPFFTWLAMMPS Molecular Dynamics SimulatorQMCPACKZstd CompressiononeDNNQuantum ESPRESSOIORTTSIOD 3D RendererAI Benchmark Alpharav1eOSPrayRodiniaRedisSVT-VP9Himeno BenchmarkTimed Godot Game Engine CompilationFFTEYafaRayKeyDBJohn The RipperChaos Group V-RAYLeelaChessZeroTNNHigh Performance Conjugate GradientLULESHNAMDNAS Parallel BenchmarksASKAPTimed Linux Kernel CompilationStockfishBlogBenchOpenFOAMPOV-RayGPAWTachyonCython BenchmarkBlenderTimed LLVM CompilationBYTE Unix BenchmarkBuild2PrimesieveIntel Open Image DenoiseSVT-AV1SQLite SpeedtestONNX RuntimePlaidMLAlgebraic Multi-Grid BenchmarkTungsten RendererLuxCoreRenderTimed MrBayes AnalysissimdjsonASTC EncoderBRL-CADLZ4 CompressionGcrypt LibraryNumpy BenchmarkDolfynGROMACSEtcpakGoogle SynthMarkRELIONQuantLibGnuPGasmFishSwetTSCPHierarchical INTegrationTensorFlow LiteFinanceBench

Linux 5.11 GitLinux 5.11 PatchedCPUFreq PerformancePer Watt Result OverviewPhoronix Test Suite100%105%110%116%121%ASKAPdav1dCpuminer-OptHigh Performance Conjugate GradientAI Benchmark AlphaKeyDBZstd CompressionFFTWLAMMPS Molecular Dynamics SimulatorCLOMPTTSIOD 3D RendererIORRedisOSPrayFFTESVT-VP9BlogBenchx265asmFishInfluxDBNAS Parallel BenchmarksHimeno BenchmarkLULESHChaos Group V-RAYQuantLibEtcpakJohn The RipperStockfishLeelaChessZeroBYTE Unix BenchmarkNumpy BenchmarkAlgebraic Multi-Grid BenchmarkLZ4 CompressionSwetONNX RuntimeGoogle SynthMarkHierarchical INTegrationBRL-CADTSCPSVT-AV1PlaidMLIntel Open Image DenoiseLuxCoreRenderGROMACSrav1eP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

AMD EPYC 7F72 2P Linux 5.11 Perf Governorqe: AUSURF112relion: Basic - CPUblogbench: Readlczero: BLASfftw: Float + SSE - 2D FFT Size 4096plaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUplaidml: No - Inference - VGG16 - CPUsvt-av1: Enc Mode 0 - 1080plczero: Eigenai-benchmark: Device AI Scoreai-benchmark: Device Training Scoreai-benchmark: Device Inference Scorekeydb: lammps: 20k Atomsbrl-cad: VGR Performance Metriconnx: super-resolution-10 - OpenMP CPUyafaray: Total Time For Sample Scenehint: FLOATtensorflow-lite: NASNet Mobileonednn: Recurrent Neural Network Training - f32 - CPUnumpy: onnx: yolov4 - OpenMP CPUgcrypt: build-llvm: Time To Compileopenfoam: Motorbike 60Mtensorflow-lite: Mobilenet Quantblender: Barbershop - CPU-Onlyhpcg: tensorflow-lite: SqueezeNetcpuminer-opt: Garlicoinasmfish: 1024 Hash Memory, 26 Depthv-ray: CPUtensorflow-lite: Mobilenet Floatcpuminer-opt: x25xcpuminer-opt: Skeincoinjohn-the-ripper: MD5influxdb: 4 - 10000 - 2,5000,1 - 10000byte: Dhrystone 2neat: cpuminer-opt: Quad SHA-256, Pyritetensorflow-lite: Inception ResNet V2rodinia: OpenMP HotSpot3Dttsiod-renderer: Phong Rendering With Soft-Shadow Mappingbuild-gdb: Time To Compiledav1d: Chimera 1080p 10-bitbuild-linux-kernel: Time To Compileinfluxdb: 64 - 10000 - 2,5000,1 - 10000redis: SETcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedior: 8MB - Default Test Directorymrbayes: Primate Phylogeny Analysisdacapobench: Tradebeanshimeno: Poisson Pressure Solverospray: San Miguel - Path Tracergnupg: 2.7GB Sample File Encryptionluxcorerender: Rainbow Colors and Prismqmcpack: simple-H2Osimdjson: Kostyasqlite-speedtest: Timed Time - Size 1,000compress-zstd: 3dacapobench: H2build2: Time To Compilefinancebench: Bonds OpenMPcompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedluxcorerender: DLSCtensorflow-lite: Inception V4gpaw: Carbon Nanotubebuild-godot: Time To Compilesimdjson: LargeRandtungsten: Water Causticrav1e: 5rav1e: 1simdjson: PartialTweetssimdjson: DistinctUserIDrodinia: OpenMP Leukocyterodinia: OpenMP LavaMDclomp: Static OMP Speeduponednn: Deconvolution Batch shapes_1d - f32 - CPUfinancebench: Repo OpenMPredis: GETastcenc: Exhaustivesvt-av1: Enc Mode 8 - 1080prav1e: 6gromacs: Water Benchmarkospray: XFrog Forest - Path Tracerredis: SADDospray: San Miguel - SciVisnpb: LU.Cnpb: EP.Drodinia: OpenMP CFD Solverquantlib: stockfish: Total Timeswet: Averagex265: Bosphorus 1080petcpak: ETC2compress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedcpuminer-opt: LBC, LBRY Creditsx265: Bosphorus 4Kaskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingrodinia: OpenMP Streamclusterjohn-the-ripper: Blowfishsynthmark: VoiceMark_100rav1e: 10openfoam: Motorbike 30Mcython-bench: N-Queensnamd: ATPase Simulation - 327,506 Atomsdav1d: Summer Nature 4Kospray: XFrog Forest - SciVisior: 2MB - Default Test Directorydacapobench: Jythonospray: NASA Streamlines - Path Tracertnn: CPU - MobileNet v2onednn: IP Shapes 1D - f32 - CPUsvt-av1: Enc Mode 4 - 1080petcpak: ETC1 + Ditheringamg: tachyon: Total Timetnn: CPU - SqueezeNet v1.1dolfyn: Computational Fluid Dynamicsredis: LPUSHetcpak: ETC1povray: Trace Timeastcenc: Thoroughlulesh: dacapobench: Tradesoaponednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUtungsten: Volumetric Causticffte: N=256, 3D Complex FFT Routinesvt-vp9: Visual Quality Optimized - Bosphorus 1080ponednn: IP Shapes 3D - f32 - CPUospray: Magnetic Reconnection - SciVisonednn: Convolution Batch Shapes Auto - f32 - CPUoidn: Memorialtungsten: Hairospray: NASA Streamlines - SciVisprimesieve: 1e12 Prime Number Generationsvt-vp9: VMAF Optimized - Bosphorus 1080pnpb: EP.Csvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pospray: Magnetic Reconnection - Path Tracerlammps: Rhodopsin Proteintscp: AI Chess PerformanceLinux 5.11 GitLinux 5.11 PatchedCPUFreq Performance1217.49349.852108440541061846822.094.6525.120.0924284275610591697302893.5624.993638971439384.739322702844.182041897711317.40323.93175233.825210.347129.6745083.9158.6430.241565193.09937.311173109855480346659.21524.213637844550333807463.138181643.627.06729750276572697.942627.20897.641130.6125.9231231991.21380890.2210404.549.43531.0982.65059544233.5115834.3077.3028.7231.1770.5770.1608205.2531068.14157601.36328110488.047.637.8189464060.70260.8580.3721.32531.0450.3680.620.6553.86252.79443.92.4054940124.3736981689203.1041.1768.2291.3705.2395.911539146.2152.63147443.863854.609.2552149.89794508968588886347.66155.18211334.09622.9913247718.6311870.37426.0811.20970824712.2522.90218.7126.9500.45451308.2911.11505.19489716.39303.4491.620887.663244.793143777133317.9375274.94418.7181220973.71266.31511.4855.6919576.12251700.5476745.30105174206.13000387311.850.88134832.260.91419828.096.6005471.434.540369.013788.88381.0825021.12911151331171.03348.294110311840611701522.494.6325.420.0914433278710671720294214.3725.077636521421087.143323144417.171971340441123.32323.00181232.542208.786128.2841034.0156.8330.826262195.49949.881176329555346039523.51541.763640174612308812193.638319339.824.63329699573628596.603655.22592.916133.3725.7521256112.11427348.1010666.048.95520.7282.04255914286.6283094.3277.1798.7629.2810.5770.5408270.5521767.32256769.45312510489.847.767.8081075059.85159.1770.3621.33291.0680.3720.630.6552.68452.09247.82.3329039406.7578121711621.5240.9768.2311.4085.2615.951611164.3454.97154376.763863.458.8822157.29704260168748026249.45155.79811305.09757.1713903719.7411944.27453.5110.33872636714.9143.05418.3026.6040.44472317.4511.19475.25477816.39289.7641.554477.648245.595144871833318.0565274.86918.6521217218.75267.58711.3055.6519771.22351480.5219685.26235178738.12497094323.810.84924832.620.86378228.396.6903671.434.535364.813841.48371.4825023.78711145621249.06348.338108634741471733522.434.6625.220.0914450290811331775303171.3325.116635725419087.331322775283.801251328441247.48324.48185232.760208.043128.8141180.1158.0730.926061347.29964.351173708715501439981.91537.525229484762000956189.438656226.325.03742023173799396.885665.44885.277181.9525.4141360163.01454741.4210410.349.29539.6382.26146714135.5191544.3377.0228.7628.9710.5769.8837770.3457067.33456094.48828110555.148.027.8981888759.75758.7460.3721.46521.0950.3750.630.6551.29052.36047.42.3046739948.3567711782755.9741.0768.4651.4465.2555.951610484.5055.56153770.573867.308.5102156.39608211468613210962.29155.78311150.69651.6119408720.7511492.97441.9510.43271757714.1813.17718.2926.8950.44469363.3311.19517.33474016.39297.1321.579637.488245.453144417466718.2004274.09718.6351251006.00267.13611.4275.6719334.86246210.5146045.31183180037.95358586309.610.81362832.800.86754528.336.6950571.434.489346.713857.33363.18333.3324.6391116255OpenBenchmarking.org

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF112CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git30060090012001500SE +/- 19.05, N = 9SE +/- 12.21, N = 4SE +/- 11.28, N = 31249.061171.031217.491. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

RELION

RELION - REgularised LIkelihood OptimisatioN - is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy (cryo-EM). It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git80160240320400SE +/- 3.10, N = 9SE +/- 2.97, N = 9SE +/- 2.94, N = 9348.34348.29349.851. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git200K400K600K800K1000KSE +/- 13508.02, N = 3SE +/- 1738.41, N = 3SE +/- 10984.18, N = 91086347110311810844051. (CC) gcc options: -O2 -pthread

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 0.26Backend: BLASCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git9001800270036004500SE +/- 17.79, N = 3SE +/- 49.90, N = 9SE +/- 50.84, N = 34147406141061. (CXX) g++ options: -flto -pthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git4K8K12K16K20KSE +/- 199.64, N = 9SE +/- 213.45, N = 3SE +/- 24.98, N = 31733517015184681. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git510152025SE +/- 0.20, N = 15SE +/- 0.16, N = 15SE +/- 0.20, N = 1522.4322.4922.09

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git1.04852.0973.14554.1945.2425SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 34.664.634.65

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git612182430SE +/- 0.24, N = 15SE +/- 0.30, N = 15SE +/- 0.22, N = 1525.2225.4225.12

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git0.02070.04140.06210.08280.1035SE +/- 0.000, N = 3SE +/- 0.001, N = 12SE +/- 0.001, N = 30.0910.0910.0921. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 0.26Backend: EigenCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git10002000300040005000SE +/- 26.71, N = 3SE +/- 36.23, N = 3SE +/- 49.20, N = 44450443342841. (CXX) g++ options: -flto -pthread

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git6001200180024003000290827872756

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git2004006008001000113310671059

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git400800120016002000177517201697

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git60K120K180K240K300KSE +/- 5131.54, N = 15SE +/- 3012.50, N = 15SE +/- 4239.68, N = 15303171.33294214.37302893.561. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 20k AtomsCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git612182430SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 325.1225.0824.991. (CXX) g++ options: -O3 -pthread -lm

BRL-CAD

BRL-CAD 7.28.0 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 7.30.8VGR Performance MetricCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git140K280K420K560K700K6357256365216389711. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm

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 1.6Model: super-resolution-10 - Device: OpenMP CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git9001800270036004500SE +/- 68.07, N = 12SE +/- 44.10, N = 3SE +/- 78.33, N = 94190421043931. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git20406080100SE +/- 0.69, N = 15SE +/- 0.85, N = 15SE +/- 0.38, N = 387.3387.1484.741. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git70M140M210M280M350MSE +/- 201175.83, N = 3SE +/- 122621.60, N = 3SE +/- 121683.80, N = 3322775283.80323144417.17322702844.181. (CC) gcc options: -O3 -march=native -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: NASNet MobileCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git40K80K120K160K200KSE +/- 2146.20, N = 15SE +/- 2393.85, N = 15SE +/- 7366.43, N = 15132844134044189771

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git30060090012001500SE +/- 35.45, N = 15SE +/- 3.00, N = 3SE +/- 26.23, N = 151247.481123.321317.40MIN: 1069.01MIN: 1077.56MIN: 1147.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 BenchmarkCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git70140210280350SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 1.74, N = 3324.48323.00323.93

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 1.6Model: yolov4 - Device: OpenMP CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git4080120160200SE +/- 2.62, N = 3SE +/- 1.86, N = 3SE +/- 1.60, N = 121851811751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Gcrypt Library

Libgcrypt is a general purpose cryptographic library developed as part of the GnuPG project. This is a benchmark of libgcrypt's integrated benchmark and is measuring the time to run the benchmark command with a cipher/mac/hash repetition count set for 50 times as simple, high level look at the overall crypto performance of the system under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.9CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git50100150200250SE +/- 0.62, N = 3SE +/- 0.81, N = 3SE +/- 0.85, N = 3232.76232.54233.831. (CC) gcc options: -O2 -fvisibility=hidden -lgpg-error

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git50100150200250SE +/- 2.78, N = 3SE +/- 0.79, N = 3SE +/- 1.36, N = 3208.04208.79210.35

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 60MCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git306090120150SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3128.81128.28129.671. (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: Mobilenet QuantCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git10K20K30K40K50KSE +/- 211.03, N = 3SE +/- 400.94, N = 6SE +/- 759.19, N = 1541180.141034.045083.9

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git4080120160200SE +/- 0.95, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3158.07156.83158.64

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 3.1CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git714212835SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 330.9330.8330.241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -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: SqueezeNetCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git14K28K42K56K70KSE +/- 715.70, N = 4SE +/- 412.91, N = 15SE +/- 690.93, N = 361347.262195.465193.0

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: GarlicoinCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git2K4K6K8K10KSE +/- 155.17, N = 14SE +/- 99.38, N = 15SE +/- 88.01, N = 149964.359949.889937.311. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git30M60M90M120M150MSE +/- 1411556.16, N = 4SE +/- 358515.89, N = 3SE +/- 865236.83, N = 3117370871117632955117310985

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git12K24K36K48K60KSE +/- 503.58, N = 3SE +/- 1018.74, N = 13SE +/- 504.01, N = 3550145346054803

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 FloatCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git10K20K30K40K50KSE +/- 473.02, N = 3SE +/- 395.37, N = 3SE +/- 1144.94, N = 1539981.939523.546659.2

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25xCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git30060090012001500SE +/- 11.04, N = 12SE +/- 17.73, N = 15SE +/- 21.93, N = 141537.521541.761524.211. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git110K220K330K440K550KSE +/- 9614.65, N = 12SE +/- 5604.68, N = 12SE +/- 3597.13, N = 155229483640173637841. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git1000K2000K3000K4000K5000KSE +/- 7371.11, N = 3SE +/- 54344.04, N = 13SE +/- 49184.46, N = 34762000461230845503331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git200K400K600K800K1000KSE +/- 2401.68, N = 3SE +/- 1525.09, N = 3SE +/- 2183.04, N = 3956189.4812193.6807463.1

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git8M16M24M32M40MSE +/- 498492.56, N = 3SE +/- 341040.65, N = 3SE +/- 411547.50, N = 338656226.338319339.838181643.6

Nebular Empirical Analysis Tool

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git612182430SE +/- 0.62, N = 14SE +/- 0.56, N = 12SE +/- 0.26, N = 1525.0424.6327.071. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, PyriteCPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git90K180K270K360K450KSE +/- 19086.02, N = 12SE +/- 5314.19, N = 12SE +/- 2892.28, N = 64202312969952975021. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 V2CPUFreq PerformanceLinux 5.11 PatchedLinux 5.11 Git160K320K480K640K800KSE +/- 2132.19, N = 3SE +/- 5824.36, N = 9SE +/- 4257.59, N = 3737993736285765726