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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
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

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


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 GitLinux 5.11 Patched30060090012001500SE +/- 19.05, N = 9SE +/- 11.28, N = 3SE +/- 12.21, N = 41249.061217.491171.031. (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 GitLinux 5.11 Patched80160240320400SE +/- 3.10, N = 9SE +/- 2.94, N = 9SE +/- 2.97, N = 9348.34349.85348.291. (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 GitLinux 5.11 Patched200K400K600K800K1000KSE +/- 13508.02, N = 3SE +/- 10984.18, N = 9SE +/- 1738.41, N = 31086347108440511031181. (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 GitLinux 5.11 Patched9001800270036004500SE +/- 17.79, N = 3SE +/- 50.84, N = 3SE +/- 49.90, N = 94147410640611. (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 GitLinux 5.11 Patched4K8K12K16K20KSE +/- 199.64, N = 9SE +/- 24.98, N = 3SE +/- 213.45, N = 31733518468170151. (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 GitLinux 5.11 Patched510152025SE +/- 0.20, N = 15SE +/- 0.20, N = 15SE +/- 0.16, N = 1522.4322.0922.49

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.04852.0973.14554.1945.2425SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 34.664.654.63

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched612182430SE +/- 0.24, N = 15SE +/- 0.22, N = 15SE +/- 0.30, N = 1525.2225.1225.42

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 GitLinux 5.11 Patched0.02070.04140.06210.08280.1035SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 120.0910.0920.0911. (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 GitLinux 5.11 Patched10002000300040005000SE +/- 26.71, N = 3SE +/- 49.20, N = 4SE +/- 36.23, N = 34450428444331. (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 GitLinux 5.11 Patched6001200180024003000290827562787

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2004006008001000113310591067

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched400800120016002000177516971720

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 GitLinux 5.11 Patched60K120K180K240K300KSE +/- 5131.54, N = 15SE +/- 4239.68, N = 15SE +/- 3012.50, N = 15303171.33302893.56294214.371. (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 GitLinux 5.11 Patched612182430SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 325.1224.9925.081. (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 GitLinux 5.11 Patched140K280K420K560K700K6357256389716365211. (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 GitLinux 5.11 Patched9001800270036004500SE +/- 68.07, N = 12SE +/- 78.33, N = 9SE +/- 44.10, N = 34190439342101. (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 GitLinux 5.11 Patched20406080100SE +/- 0.69, N = 15SE +/- 0.38, N = 3SE +/- 0.85, N = 1587.3384.7487.141. (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 GitLinux 5.11 Patched70M140M210M280M350MSE +/- 201175.83, N = 3SE +/- 121683.80, N = 3SE +/- 122621.60, N = 3322775283.80322702844.18323144417.171. (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 GitLinux 5.11 Patched40K80K120K160K200KSE +/- 2146.20, N = 15SE +/- 7366.43, N = 15SE +/- 2393.85, N = 15132844189771134044

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 GitLinux 5.11 Patched30060090012001500SE +/- 35.45, N = 15SE +/- 26.23, N = 15SE +/- 3.00, N = 31247.481317.401123.32MIN: 1069.01MIN: 1147.91MIN: 1077.561. (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 GitLinux 5.11 Patched70140210280350SE +/- 0.25, N = 3SE +/- 1.74, N = 3SE +/- 0.23, N = 3324.48323.93323.00

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 GitLinux 5.11 Patched4080120160200SE +/- 2.62, N = 3SE +/- 1.60, N = 12SE +/- 1.86, N = 31851751811. (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 GitLinux 5.11 Patched50100150200250SE +/- 0.62, N = 3SE +/- 0.85, N = 3SE +/- 0.81, N = 3232.76233.83232.541. (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 GitLinux 5.11 Patched50100150200250SE +/- 2.78, N = 3SE +/- 1.36, N = 3SE +/- 0.79, N = 3208.04210.35208.79

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 GitLinux 5.11 Patched306090120150SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3128.81129.67128.281. (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 GitLinux 5.11 Patched10K20K30K40K50KSE +/- 211.03, N = 3SE +/- 759.19, N = 15SE +/- 400.94, N = 641180.145083.941034.0

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 GitLinux 5.11 Patched4080120160200SE +/- 0.95, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 3158.07158.64156.83

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 GitLinux 5.11 Patched714212835SE +/- 0.01, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 330.9330.2430.831. (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 GitLinux 5.11 Patched14K28K42K56K70KSE +/- 715.70, N = 4SE +/- 690.93, N = 3SE +/- 412.91, N = 1561347.265193.062195.4

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 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 155.17, N = 14SE +/- 88.01, N = 14SE +/- 99.38, N = 159964.359937.319949.881. (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 GitLinux 5.11 Patched30M60M90M120M150MSE +/- 1411556.16, N = 4SE +/- 865236.83, N = 3SE +/- 358515.89, N = 3117370871117310985117632955

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 GitLinux 5.11 Patched12K24K36K48K60KSE +/- 503.58, N = 3SE +/- 504.01, N = 3SE +/- 1018.74, N = 13550145480353460

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 GitLinux 5.11 Patched10K20K30K40K50KSE +/- 473.02, N = 3SE +/- 1144.94, N = 15SE +/- 395.37, N = 339981.946659.239523.5

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 GitLinux 5.11 Patched30060090012001500SE +/- 11.04, N = 12SE +/- 21.93, N = 14SE +/- 17.73, N = 151537.521524.211541.761. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: SkeincoinCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched110K220K330K440K550KSE +/- 9614.65, N = 12SE +/- 3597.13, N = 15SE +/- 5604.68, N = 125229483637843640171. (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 GitLinux 5.11 Patched1000K2000K3000K4000K5000KSE +/- 7371.11, N = 3SE +/- 49184.46, N = 3SE +/- 54344.04, N = 134762000455033346123081. (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 GitLinux 5.11 Patched200K400K600K800K1000KSE +/- 2401.68, N = 3SE +/- 2183.04, N = 3SE +/- 1525.09, N = 3956189.4807463.1812193.6

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 GitLinux 5.11 Patched8M16M24M32M40MSE +/- 498492.56, N = 3SE +/- 411547.50, N = 3SE +/- 341040.65, N = 338656226.338181643.638319339.8

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 GitLinux 5.11 Patched612182430SE +/- 0.62, N = 14SE +/- 0.26, N = 15SE +/- 0.56, N = 1225.0427.0724.631. (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 GitLinux 5.11 Patched90K180K270K360K450KSE +/- 19086.02, N = 12SE +/- 2892.28, N = 6SE +/- 5314.19, N = 124202312975022969951. (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 GitLinux 5.11 Patched160K320K480K640K800KSE +/- 2132.19, N = 3SE +/- 4257.59, N = 3SE +/- 5824.36, N = 9737993765726736285

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched20406080100SE +/- 0.55, N = 3SE +/- 0.20, N = 3SE +/- 0.59, N = 396.8997.9496.601. (CXX) g++ options: -O2 -lOpenCL

TTSIOD 3D Renderer

A portable GPL 3D software renderer that supports OpenMP and Intel Threading Building Blocks with many different rendering modes. This version does not use OpenGL but is entirely CPU/software based. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched140280420560700SE +/- 5.92, N = 15SE +/- 9.04, N = 15SE +/- 3.22, N = 3665.45627.21655.231. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

Timed GDB GNU Debugger Compilation

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched20406080100SE +/- 0.14, N = 3SE +/- 0.40, N = 3SE +/- 0.43, N = 385.2897.6492.92

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bitCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched4080120160200SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3181.95130.61133.37MIN: 125.32 / MAX: 275.36MIN: 90.23 / MAX: 199.74MIN: 92.59 / MAX: 205.111. (CC) gcc options: -pthread

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched612182430SE +/- 0.19, N = 10SE +/- 0.17, N = 12SE +/- 0.20, N = 925.4125.9225.75

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: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched300K600K900K1200K1500KSE +/- 9433.94, N = 3SE +/- 6204.63, N = 3SE +/- 2545.78, N = 31360163.01231991.21256112.1

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched300K600K900K1200K1500KSE +/- 10017.79, N = 13SE +/- 10410.66, N = 15SE +/- 13176.39, N = 151454741.421380890.221427348.101. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 61.51, N = 5SE +/- 38.32, N = 4SE +/- 60.61, N = 310410.310404.510666.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1122334455SE +/- 0.52, N = 5SE +/- 0.56, N = 4SE +/- 0.12, N = 349.2949.4348.951. (CC) gcc options: -O3

IOR

IOR is a parallel I/O storage benchmark making use of MPI with a particular focus on HPC (High Performance Computing) systems. IOR is developed at the Lawrence Livermore National Laboratory (LLNL). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.3.0Block Size: 8MB - Disk Target: Default Test DirectoryCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched120240360480600SE +/- 5.78, N = 3SE +/- 2.21, N = 3SE +/- 2.63, N = 3539.63531.09520.72MIN: 280.44 / MAX: 1002.78MIN: 489.6 / MAX: 1034.89MIN: 176.53 / MAX: 1089.461. (CC) gcc options: -O2 -lm -pthread -lmpi

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 AnalysisCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched20406080100SE +/- 0.29, N = 3SE +/- 0.08, N = 3SE +/- 0.29, N = 382.2682.6582.041. (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

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: TradebeansCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched13002600390052006500SE +/- 52.34, N = 20SE +/- 50.83, N = 20SE +/- 66.39, N = 20467159545591

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched9001800270036004500SE +/- 27.09, N = 3SE +/- 35.16, N = 8SE +/- 25.26, N = 34135.524233.514286.631. (CC) gcc options: -O3 -mavx2

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 TracerCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.97431.94862.92293.89724.8715SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.334.304.32MIN: 3.65 / MAX: 4.37MIN: 3.38 / MAX: 4.35MIN: 3.76 / MAX: 4.37

GnuPG

This test times how long it takes to encrypt a sample file using GnuPG. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File EncryptionCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched20406080100SE +/- 0.45, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 377.0277.3077.181. (CC) gcc options: -O2

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched246810SE +/- 0.04, N = 3SE +/- 0.09, N = 5SE +/- 0.09, N = 38.768.728.76MIN: 8.22 / MAX: 8.86MIN: 8.07 / MAX: 9.01MIN: 8.31 / MAX: 8.97

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 3.10Input: simple-H2OCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched714212835SE +/- 0.06, N = 3SE +/- 0.53, N = 15SE +/- 0.08, N = 328.9731.1829.281. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -pthread -lm

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 0.7.1Throughput Test: KostyaCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.12830.25660.38490.51320.6415SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.570.570.571. (CXX) g++ options: -O3 -pthread

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1632486480SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 369.8870.1670.541. (CC) gcc options: -O2 -ldl -lz -lpthread

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 648.67, N = 12SE +/- 30.36, N = 3SE +/- 69.07, N = 37770.38205.28270.51. (CC) gcc options: -O3 -pthread -lz -llzma

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: H2CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched11002200330044005500SE +/- 70.06, N = 20SE +/- 36.45, N = 20SE +/- 73.65, N = 20457053105217

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 CompileCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1530456075SE +/- 0.32, N = 3SE +/- 0.67, N = 3SE +/- 0.52, N = 367.3368.1467.32

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched12K24K36K48K60KSE +/- 365.12, N = 3SE +/- 721.39, N = 3SE +/- 598.50, N = 356094.4957601.3656769.451. (CXX) g++ options: -O3 -march=native -fopenmp

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 96.09, N = 3SE +/- 172.84, N = 3SE +/- 31.24, N = 310555.110488.010489.81. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1122334455SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 348.0247.6347.761. (CC) gcc options: -O3

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched246810SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 37.897.817.80MIN: 7.67 / MAX: 8.57MIN: 7.68 / MAX: 8.29MIN: 7.61 / MAX: 8.59

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 V4CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched200K400K600K800K1000KSE +/- 4685.69, N = 3SE +/- 2435.29, N = 3SE +/- 1163.43, N = 3818887894640810750

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1428425670SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.39, N = 359.7660.7059.851. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

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 CompileCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1428425670SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 358.7560.8659.18

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 0.7.1Throughput Test: LargeRandomCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.08330.16660.24990.33320.4165SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.370.370.361. (CXX) g++ options: -O3 -pthread

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched510152025SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.21, N = 1521.4721.3321.331. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 5CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.24640.49280.73920.98561.232SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 31.0951.0451.068

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 1CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.08440.16880.25320.33760.422SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.3750.3680.372

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 0.7.1Throughput Test: PartialTweetsCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.14180.28360.42540.56720.709SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.630.620.631. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.14630.29260.43890.58520.7315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.650.650.651. (CXX) g++ options: -O3 -pthread

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1224364860SE +/- 0.19, N = 3SE +/- 0.35, N = 3SE +/- 0.69, N = 351.2953.8652.681. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1224364860SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 352.3652.7952.091. (CXX) g++ options: -O2 -lOpenCL

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1122334455SE +/- 0.55, N = 3SE +/- 0.60, N = 3SE +/- 0.47, N = 347.443.947.81. (CC) gcc options: -fopenmp -O3 -lm

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: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.54121.08241.62362.16482.706SE +/- 0.02560, N = 15SE +/- 0.03372, N = 3SE +/- 0.01587, N = 32.304672.405492.33290MIN: 1.88MIN: 1.92MIN: 21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched9K18K27K36K45KSE +/- 456.10, N = 3SE +/- 319.03, N = 3SE +/- 393.10, N = 339948.3640124.3739406.761. (CXX) g++ options: -O3 -march=native -fopenmp

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched400K800K1200K1600K2000KSE +/- 32510.57, N = 12SE +/- 6519.22, N = 4SE +/- 12716.89, N = 111782755.971689203.101711621.521. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched918273645SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 341.0741.1740.971. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

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 8 - Input: 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1530456075SE +/- 0.65, N = 15SE +/- 1.18, N = 15SE +/- 1.05, N = 1568.4768.2368.231. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 6CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.32540.65080.97621.30161.627SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 31.4461.3701.408

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.18372.36743.55114.73485.9185SE +/- 0.021, N = 3SE +/- 0.039, N = 3SE +/- 0.022, N = 35.2555.2395.2611. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

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: XFrog Forest - Renderer: Path TracerCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.33882.67764.01645.35526.694SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.955.915.95MIN: 5.46 / MAX: 6.02MIN: 5.18 / MAX: 5.99MIN: 5.35 / MAX: 6.02

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched300K600K900K1200K1500KSE +/- 17675.25, N = 15SE +/- 16361.41, N = 3SE +/- 15585.71, N = 41610484.501539146.211611164.341. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: SciVisCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1224364860SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 555.5652.6354.97MIN: 33.33 / MAX: 58.82MIN: 27.03 / MAX: 58.82MIN: 31.25 / MAX: 58.82

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.CCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched30K60K90K120K150KSE +/- 121.33, N = 4SE +/- 1780.52, N = 15SE +/- 509.59, N = 4153770.57147443.86154376.761. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched8001600240032004000SE +/- 2.74, N = 3SE +/- 8.23, N = 3SE +/- 2.97, N = 33867.303854.603863.451. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3691215SE +/- 0.053, N = 5SE +/- 0.148, N = 15SE +/- 0.141, N = 158.5109.2558.8821. (CXX) g++ options: -O2 -lOpenCL

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched5001000150020002500SE +/- 16.02, N = 3SE +/- 13.13, N = 3SE +/- 8.27, N = 32156.32149.82157.21. (CXX) g++ options: -O3 -march=native -rdynamic

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched20M40M60M80M100MSE +/- 1344259.09, N = 3SE +/- 1123146.37, N = 3SE +/- 769788.53, N = 39608211497945089970426011. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

Swet

Swet is a synthetic CPU/RAM benchmark, includes multi-processor test cases. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOperations Per Second, More Is BetterSwet 1.5.16AverageCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched150M300M450M600M750MSE +/- 3454923.88, N = 3SE +/- 5135867.19, N = 3SE +/- 1732499.41, N = 36861321096858888636874802621. (CC) gcc options: -lm -lpthread -lcurses -lrt

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 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1428425670SE +/- 0.73, N = 15SE +/- 0.42, N = 7SE +/- 0.52, N = 462.2947.6649.451. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched306090120150SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3155.78155.18155.801. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 110.98, N = 3SE +/- 46.17, N = 3SE +/- 25.21, N = 311150.611334.011305.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched2K4K6K8K10KSE +/- 71.91, N = 3SE +/- 96.44, N = 3SE +/- 19.43, N = 39651.619622.999757.171. (CC) gcc options: -O3

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: LBC, LBRY CreditsCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched40K80K120K160K200KSE +/- 861.90, N = 3SE +/- 1036.73, N = 3SE +/- 1380.06, N = 31940871324771390371. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 4KCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched510152025SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 320.7518.6319.741. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ASKAP

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - DegriddingCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3K6K9K12K15KSE +/- 137.09, N = 3SE +/- 7.33, N = 3SE +/- 6.47, N = 311492.911870.311944.21. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched16003200480064008000SE +/- 7.65, N = 3SE +/- 2.49, N = 3SE +/- 2.90, N = 37441.957426.087453.511. (CXX) g++ options: -lpthread

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3691215SE +/- 0.04, N = 5SE +/- 0.22, N = 15SE +/- 0.03, N = 510.4311.2110.341. (CXX) g++ options: -O2 -lOpenCL

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: BlowfishCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched16K32K48K64K80KSE +/- 507.10, N = 3SE +/- 327.40, N = 3SE +/- 73.45, N = 37175770824726361. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched150300450600750SE +/- 1.18, N = 3SE +/- 1.12, N = 3SE +/- 0.04, N = 3714.18712.25714.911. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.71481.42962.14442.85923.574SE +/- 0.018, N = 3SE +/- 0.016, N = 3SE +/- 0.008, N = 33.1772.9023.054

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 30MCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched510152025SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 318.2918.7118.301. (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

Cython Benchmark

Cython provides a superset of Python that is geared to deliver C-like levels of performance. This test profile makes use of Cython's bundled benchmark tests and runs an N-Queens sample test as a simple benchmark to the system's Cython performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCython Benchmark 0.29.21Test: N-QueensCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched612182430SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 326.9026.9526.60

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 AtomsCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.10230.20460.30690.40920.5115SE +/- 0.00075, N = 3SE +/- 0.00311, N = 3SE +/- 0.00005, N = 30.444690.454510.44472

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4KCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched80160240320400SE +/- 3.54, N = 15SE +/- 1.86, N = 3SE +/- 0.53, N = 3363.33308.29317.45MIN: 186.32 / MAX: 403.05MIN: 163.13 / MAX: 334.13MIN: 173.69 / MAX: 340.431. (CC) gcc options: -pthread

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: XFrog Forest - Renderer: SciVisCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3691215SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 311.1911.1111.19MIN: 7.87 / MAX: 11.36MIN: 9.62 / MAX: 11.24MIN: 8.2 / MAX: 11.36

IOR

IOR is a parallel I/O storage benchmark making use of MPI with a particular focus on HPC (High Performance Computing) systems. IOR is developed at the Lawrence Livermore National Laboratory (LLNL). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.3.0Block Size: 2MB - Disk Target: Default Test DirectoryCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched110220330440550SE +/- 5.48, N = 3SE +/- 1.77, N = 3SE +/- 2.06, N = 3517.33505.19475.25MIN: 463.44 / MAX: 1007.52MIN: 457.62 / MAX: 951.11MIN: 400.96 / MAX: 971.551. (CC) gcc options: -O2 -lm -pthread -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: JythonCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched10002000300040005000SE +/- 20.83, N = 6SE +/- 28.66, N = 18SE +/- 43.93, N = 6474048974778

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 TracerCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched48121620SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 416.3916.3916.39MIN: 10.31 / MAX: 16.95MIN: 10.31 / MAX: 16.67MIN: 10.99 / MAX: 16.95

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 0.2.3Target: CPU - Model: MobileNet v2CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched70140210280350SE +/- 0.07, N = 3SE +/- 3.80, N = 3SE +/- 2.83, N = 3297.13303.45289.76MIN: 295.49 / MAX: 320.4MIN: 284.51 / MAX: 461.21MIN: 283.65 / MAX: 458.791. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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: IP Shapes 1D - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.36470.72941.09411.45881.8235SE +/- 0.01359, N = 4SE +/- 0.01518, N = 4SE +/- 0.01340, N = 41.579631.620881.55447MIN: 1.31MIN: 1.31MIN: 1.291. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 4 - Input: 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched246810SE +/- 0.031, N = 4SE +/- 0.049, N = 4SE +/- 0.029, N = 47.4887.6637.6481. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched50100150200250SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3245.45244.79245.601. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched300M600M900M1200M1500MSE +/- 4018322.42, N = 3SE +/- 2689640.27, N = 3SE +/- 750486.58, N = 31444174667143777133314487183331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched48121620SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 318.2017.9418.061. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

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 0.2.3Target: CPU - Model: SqueezeNet v1.1CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched60120180240300SE +/- 0.08, N = 3SE +/- 0.39, N = 3SE +/- 0.68, N = 3274.10274.94274.87MIN: 273.16 / MAX: 274.86MIN: 273.57 / MAX: 276.21MIN: 273.07 / MAX: 276.741. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 318.6418.7218.65

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched300K600K900K1200K1500KSE +/- 11397.44, N = 3SE +/- 11246.95, N = 3SE +/- 13782.67, N = 31251006.001220973.711217218.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched60120180240300SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.23, N = 3267.14266.32267.591. (CXX) g++ options: -O3 -march=native -std=c++11 -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 TimeCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched3691215SE +/- 0.01, N = 4SE +/- 0.05, N = 4SE +/- 0.05, N = 411.4311.4911.311. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.28032.56063.84095.12126.4015SE +/- 0.01, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 55.675.695.651. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3CPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched4K8K12K16K20KSE +/- 182.76, N = 5SE +/- 67.78, N = 5SE +/- 171.84, N = 519334.8619576.1219771.221. (CXX) g++ options: -O3 -fopenmp -lm -pthread -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: TradesoapCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched11002200330044005500SE +/- 42.72, N = 5SE +/- 44.82, N = 4SE +/- 61.21, N = 4462151705148

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: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.12320.24640.36960.49280.616SE +/- 0.005906, N = 4SE +/- 0.005010, N = 4SE +/- 0.004601, N = 40.5146040.5476740.521968MIN: 0.43MIN: 0.43MIN: 0.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.19522.39043.58564.78085.976SE +/- 0.03612, N = 13SE +/- 0.01185, N = 7SE +/- 0.03676, N = 75.311835.301055.262351. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched40K80K120K160K200KSE +/- 1616.93, N = 15SE +/- 1640.30, N = 15SE +/- 1760.31, N = 15180037.95174206.13178738.121. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched70140210280350SE +/- 15.29, N = 15SE +/- 16.16, N = 15SE +/- 4.21, N = 15309.61311.85323.811. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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: IP Shapes 3D - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.19830.39660.59490.79320.9915SE +/- 0.005456, N = 5SE +/- 0.005127, N = 5SE +/- 0.004000, N = 50.8136280.8813480.849248MIN: 0.69MIN: 0.71MIN: 0.731. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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: Magnetic Reconnection - Renderer: SciVisCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched816243240SE +/- 0.24, N = 6SE +/- 0.00, N = 6SE +/- 0.23, N = 632.8032.2632.62MIN: 13.16 / MAX: 34.48MIN: 12.66 / MAX: 33.33MIN: 12.82 / MAX: 33.33

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: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched0.20570.41140.61710.82281.0285SE +/- 0.001697, N = 7SE +/- 0.006064, N = 7SE +/- 0.001510, N = 70.8675450.9141980.863782MIN: 0.78MIN: 0.78MIN: 0.791. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched714212835SE +/- 0.17, N = 6SE +/- 0.09, N = 6SE +/- 0.04, N = 628.3328.0928.39

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched246810SE +/- 0.06150, N = 6SE +/- 0.05969, N = 6SE +/- 0.01480, N = 66.695056.600546.690361. (CXX) g++ options: -std=c++0x -march=znver1 -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

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: SciVisCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1632486480SE +/- 0.00, N = 7SE +/- 0.00, N = 7SE +/- 0.00, N = 771.4371.4371.43MIN: 19.61 / MAX: 76.92MIN: 21.28 / MAX: 76.92MIN: 19.61 / MAX: 76.92

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 7.41e12 Prime Number GenerationCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched1.02152.0433.06454.0865.1075SE +/- 0.008, N = 8SE +/- 0.012, N = 8SE +/- 0.015, N = 84.4894.5404.5351. (CXX) g++ options: -O3 -lpthread

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched80160240320400SE +/- 2.58, N = 15SE +/- 1.11, N = 10SE +/- 0.91, N = 10346.71369.01364.811. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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: EP.CCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched8001600240032004000SE +/- 4.01, N = 10SE +/- 10.26, N = 10SE +/- 5.01, N = 103857.333788.883841.481. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

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 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched80160240320400SE +/- 1.84, N = 9SE +/- 2.00, N = 10SE +/- 1.70, N = 9363.18381.08371.481. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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: Magnetic Reconnection - Renderer: Path TracerCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched70140210280350SE +/- 0.00, N = 11333.33250.00250.00MIN: 100 / MAX: 500MIN: 90.91 / MAX: 500MIN: 90.91 / MAX: 333.33

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 ProteinCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched612182430SE +/- 0.19, N = 15SE +/- 0.23, N = 15SE +/- 0.17, N = 1224.6421.1323.791. (CXX) g++ options: -O3 -pthread -lm

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched200K400K600K800K1000KSE +/- 517.61, N = 12SE +/- 1015.01, N = 12SE +/- 609.97, N = 121116255111513311145621. (CC) gcc options: -O3 -march=native

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringCPUFreq PerformanceLinux 5.11 GitLinux 5.11 Patched100200300400500Min: 59.74 / Avg: 285.23 / Max: 514.05Min: 60.44 / Avg: 279.2 / Max: 548.33Min: 59.88 / Avg: 280.92 / Max: 530.69

148 Results Shown

Quantum ESPRESSO
RELION
BlogBench
LeelaChessZero
FFTW
PlaidML:
  No - Inference - VGG19 - CPU
  No - Inference - ResNet 50 - CPU
  No - Inference - VGG16 - CPU
SVT-AV1
LeelaChessZero
AI Benchmark Alpha:
  Device AI Score
  Device Training Score
  Device Inference Score
KeyDB
LAMMPS Molecular Dynamics Simulator
BRL-CAD
ONNX Runtime
YafaRay
Hierarchical INTegration
TensorFlow Lite
oneDNN
Numpy Benchmark
ONNX Runtime
Gcrypt Library
Timed LLVM Compilation
OpenFOAM
TensorFlow Lite
Blender
High Performance Conjugate Gradient
TensorFlow Lite
Cpuminer-Opt
asmFish
Chaos Group V-RAY
TensorFlow Lite
Cpuminer-Opt:
  x25x
  Skeincoin
John The Ripper
InfluxDB
BYTE Unix Benchmark
Nebular Empirical Analysis Tool
Cpuminer-Opt
TensorFlow Lite
Rodinia
TTSIOD 3D Renderer
Timed GDB GNU Debugger Compilation
dav1d
Timed Linux Kernel Compilation
InfluxDB
Redis
LZ4 Compression:
  3 - Decompression Speed
  3 - Compression Speed
IOR
Timed MrBayes Analysis
DaCapo Benchmark
Himeno Benchmark
OSPray
GnuPG
LuxCoreRender
QMCPACK
simdjson
SQLite Speedtest
Zstd Compression
DaCapo Benchmark
Build2
FinanceBench
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
LuxCoreRender
TensorFlow Lite
GPAW
Timed Godot Game Engine Compilation
simdjson
Tungsten Renderer
rav1e:
  5
  1
simdjson:
  PartialTweets
  DistinctUserID
Rodinia:
  OpenMP Leukocyte
  OpenMP LavaMD
CLOMP
oneDNN
FinanceBench
Redis
ASTC Encoder
SVT-AV1
rav1e
GROMACS
OSPray
Redis
OSPray
NAS Parallel Benchmarks:
  LU.C
  EP.D
Rodinia
QuantLib
Stockfish
Swet
x265
Etcpak
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
Cpuminer-Opt
x265
ASKAP:
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
Rodinia
John The Ripper
Google SynthMark
rav1e
OpenFOAM
Cython Benchmark
NAMD
dav1d
OSPray
IOR
DaCapo Benchmark
OSPray
TNN
oneDNN
SVT-AV1
Etcpak
Algebraic Multi-Grid Benchmark
Tachyon
TNN
Dolfyn
Redis
Etcpak
POV-Ray
ASTC Encoder
LULESH
DaCapo Benchmark
oneDNN
Tungsten Renderer
FFTE
SVT-VP9
oneDNN
OSPray
oneDNN
Intel Open Image Denoise
Tungsten Renderer
OSPray
Primesieve
SVT-VP9
NAS Parallel Benchmarks
SVT-VP9
OSPray
LAMMPS Molecular Dynamics Simulator
TSCP
CPU Power Consumption Monitor