AMD EPYC 7F72 2P Linux 5.11

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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101248-HA-AMDEPYC7F52
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AV1 3 Tests
Bioinformatics 3 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 4 Tests
C++ Boost Tests 5 Tests
Chess Test Suite 4 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 20 Tests
Compression Tests 2 Tests
CPU Massive 38 Tests
Creator Workloads 21 Tests
Cryptography 4 Tests
Database Test Suite 4 Tests
Encoding 5 Tests
Finance 2 Tests
Fortran Tests 7 Tests
Game Development 5 Tests
HPC - High Performance Computing 28 Tests
LAPACK (Linear Algebra Pack) Tests 2 Tests
Machine Learning 8 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 8 Tests
Multi-Core 35 Tests
NVIDIA GPU Compute 8 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 15 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 2 Tests
Quantum Mechanics 2 Tests
Raytracing 4 Tests
Renderers 9 Tests
Scientific Computing 15 Tests
Server 6 Tests
Server CPU Tests 22 Tests
Single-Threaded 6 Tests
Texture Compression 2 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 6 Tests

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Linux 5.10
January 21 2021
  16 Hours, 7 Minutes
Linux 5.11 Git
January 22 2021
  15 Hours
Linux 5.11 Patched
January 23 2021
  15 Hours, 14 Minutes
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  15 Hours, 27 Minutes

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AMD EPYC 7F72 2P Linux 5.11ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionLinux 5.10Linux 5.11 GitLinux 5.11 Patched2 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 1TBASPEEDVE2282 x Intel 10G X550TUbuntu 20.105.10.9-051009-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.9GCC 10.2.0ext41920x10805.11.0-051100rc4daily20210122-generic (x86_64) 20210121VE2285.11.0-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- Scaling Governor: acpi-cpufreq schedutil (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 5.10Linux 5.11 GitLinux 5.11 PatchedResult OverviewPhoronix Test Suite100%104%108%112%116%TTSIOD 3D RendererCLOMPNebular Empirical Analysis ToolBlogBenchTimed GDB GNU Debugger CompilationFFTWKeyDBLULESHQMCPACKoneDNNLAMMPS Molecular Dynamics SimulatorAI Benchmark Alpharav1eDaCapo BenchmarkIORx265FFTERodiniaTimed Godot Game Engine CompilationJohn The RipperBRL-CADQuantum ESPRESSOHigh Performance Conjugate GradientYafaRayStockfishdav1dChaos Group V-RAYBYTE Unix BenchmarkNAMDTNNHimeno BenchmarkRedisSVT-VP9NAS Parallel BenchmarksPlaidMLGPAWPrimesieveOpenFOAMPOV-RayIntel Open Image DenoiseSVT-AV1Timed Linux Kernel CompilationAlgebraic Multi-Grid BenchmarkCython BenchmarkBlenderInfluxDBasmFishCpuminer-OptLeelaChessZeroBuild2TachyonTimed MrBayes AnalysisZstd CompressionOSPrayTimed LLVM CompilationsimdjsonRELIONASKAPONNX RuntimeASTC EncoderSwetSQLite SpeedtestLZ4 CompressionGcrypt LibraryGoogle SynthMarkGROMACSEtcpakNumpy BenchmarkDolfynQuantLibTungsten RendererLuxCoreRenderGnuPGHierarchical INTegrationTSCPTensorFlow LiteFinanceBench

Linux 5.10Linux 5.11 GitLinux 5.11 PatchedPer Watt Result OverviewPhoronix Test Suite100%106%112%119%BlogBenchTTSIOD 3D RendererCLOMPASKAPHigh Performance Conjugate GradientKeyDBAI Benchmark AlphaFFTWLULESHFFTEasmFishIORBRL-CADOSPrayLAMMPS Molecular Dynamics SimulatorRedisInfluxDBJohn The RipperZstd Compressiondav1dBYTE Unix BenchmarkNAS Parallel BenchmarksAlgebraic Multi-Grid BenchmarkStockfishSVT-AV1Etcpakx265LeelaChessZeroChaos Group V-RAYQuantLibSVT-VP9Google SynthMarkLZ4 CompressionHimeno BenchmarkNumpy BenchmarkTSCPHierarchical INTegrationSwetCpuminer-OptONNX RuntimePlaidMLIntel 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 5.11qe: AUSURF112relion: Basic - CPUblogbench: Readlczero: BLASplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUfftw: Float + SSE - 2D FFT Size 4096svt-av1: Enc Mode 0 - 1080plczero: Eigenai-benchmark: Device AI Scoreai-benchmark: Device Training Scoreai-benchmark: Device Inference Scoreonnx: yolov4 - OpenMP CPUlammps: 20k Atomsbrl-cad: VGR Performance Metricplaidml: No - Inference - VGG16 - CPUonnx: super-resolution-10 - OpenMP CPUyafaray: Total Time For Sample Scenetensorflow-lite: NASNet Mobileonednn: Recurrent Neural Network Training - f32 - CPUhint: FLOATnumpy: keydb: gcrypt: tensorflow-lite: Mobilenet Floatbuild-llvm: Time To Compileopenfoam: Motorbike 60Mtensorflow-lite: Mobilenet Quantblender: Barbershop - CPU-Onlycpuminer-opt: x25xhpcg: compress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcpuminer-opt: Skeincoinv-ray: CPUcpuminer-opt: Garlicointensorflow-lite: SqueezeNetasmfish: 1024 Hash Memory, 26 Depthinfluxdb: 4 - 10000 - 2,5000,1 - 10000john-the-ripper: MD5rodinia: OpenMP Leukocytebyte: Dhrystone 2clomp: Static OMP Speeduptensorflow-lite: Inception ResNet V2dav1d: Chimera 1080p 10-bitbuild-linux-kernel: Time To Compilebuild-gdb: Time To Compilerodinia: OpenMP HotSpot3Dtungsten: Water Causticneat: influxdb: 64 - 10000 - 2,5000,1 - 10000ior: 8MB - Default Test Directorymrbayes: Primate Phylogeny Analysisospray: San Miguel - Path Tracergnupg: 2.7GB Sample File Encryptionhimeno: Poisson Pressure Solverluxcorerender: Rainbow Colors and Prismqmcpack: simple-H2Ocpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: LBC, LBRY Creditssimdjson: Kostyaredis: SETdacapobench: H2sqlite-speedtest: Timed Time - Size 1,000compress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedbuild2: Time To Compilefinancebench: Bonds OpenMPluxcorerender: DLSCttsiod-renderer: Phong Rendering With Soft-Shadow Mappingtensorflow-lite: Inception V4gpaw: Carbon Nanotubebuild-godot: Time To Compiledacapobench: Tradebeanssimdjson: LargeRandrav1e: 5rav1e: 1simdjson: PartialTweetsredis: GETsimdjson: DistinctUserIDrodinia: OpenMP LavaMDfinancebench: Repo OpenMPastcenc: Exhaustiverav1e: 6gromacs: Water Benchmarkredis: LPUSHospray: XFrog Forest - Path Tracerospray: San Miguel - SciVisnpb: LU.Cdacapobench: Tradesoapnpb: EP.Drodinia: OpenMP CFD Solverquantlib: svt-av1: Enc Mode 8 - 1080pcompress-zstd: 3stockfish: Total Timeswet: Averagex265: Bosphorus 4Ketcpak: ETC2compress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedrav1e: 10rodinia: OpenMP Streamclusteraskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingjohn-the-ripper: Blowfishsynthmark: VoiceMark_100namd: ATPase Simulation - 327,506 Atomsopenfoam: Motorbike 30Mcython-bench: N-Queensospray: XFrog Forest - SciVisior: 2MB - Default Test Directorydacapobench: Jythonospray: NASA Streamlines - Path Traceronednn: Deconvolution Batch shapes_1d - f32 - CPUx265: Bosphorus 1080ptnn: CPU - MobileNet v2onednn: IP Shapes 1D - f32 - CPUsvt-av1: Enc Mode 4 - 1080pamg: etcpak: ETC1 + Ditheringtnn: CPU - SqueezeNet v1.1tachyon: Total Timedolfyn: Computational Fluid Dynamicsredis: SADDetcpak: ETC1povray: Trace Timeastcenc: Thoroughlulesh: onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUffte: 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 - SciVistungsten: Volumetric Causticprimesieve: 1e12 Prime Number Generationdav1d: Summer Nature 4Ksvt-vp9: VMAF Optimized - Bosphorus 1080pnpb: EP.Csvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pospray: Magnetic Reconnection - Path Tracerlammps: Rhodopsin Proteintscp: AI Chess PerformanceLinux 5.10Linux 5.11 GitLinux 5.11 Patched1197.60351.119981673411221.634.54174400.094437926211028159318225.02061593025.36417285.7931572451158.35322922449.16617322.74280163.95233.09943015.3209.573130.0943716.3158.161503.1031.128310505.747.79363346541379912.8561294.2116201937818275.3478066754.96537386556.641.6755450130.6226.107102.49896.75821.187628.2651223604.8529.4381.8494.3377.1134191.6510348.8329.4793013731356020.571429370.71565470.31010527.248.8967.93757310.3450527.75726.86583520859.52061.44060320.371.0180.3510.631716829.230.6552.39241287.10286541.121.3465.2571206370.595.9552.63152840.6051503871.588.1092156.468.8898195.39535326368353440819.26155.78711264.49668.502.83710.59811918.27498.7172626715.5040.4441818.3226.89211.19517.13495116.392.3289948.48291.4281.569707.6631430050667245.504274.28318.118318.7071563597.66267.32211.4115.6918424.9840.519015182254.44246531315.240.88842832.620.87244128.516.6963471.435.312024.612310.21357.423825.27365.9625023.57311151251217.49349.8521084405410622.094.65184680.092428427561059169717524.99363897125.12439384.7391897711317.40322702844.18204323.93302893.56233.82546659.2210.347129.6745083.9158.641524.2130.241510488.047.63363784548039937.3165193.0117310985807463.1455033353.86238181643.643.9765726130.6125.92397.64197.94221.325327.0671231991.2531.0982.6504.3077.3024233.5115838.7231.1772975021324770.571380890.22531070.16010404.549.4368.14157601.3632817.81627.20889464060.70260.85859540.371.0450.3680.621689203.100.6552.79440124.37369841.171.3705.2391220973.715.9152.63147443.8651703854.609.2552149.868.2298205.29794508968588886318.63155.18211334.09622.992.90211.20911870.37426.0870824712.2520.4545118.7126.95011.11505.19489716.392.4054947.66303.4491.620887.6631437771333244.793274.94417.937518.7181539146.21266.31511.4855.6919576.1220.547674174206.13000387311.850.88134832.260.91419828.096.6005471.435.301054.540308.29369.013788.88381.0825021.12911151331171.03348.2941103118406122.494.63170150.091443327871067172018125.07763652125.42421087.1431340441123.32323144417.17197323.00294214.37232.54239523.5208.786128.2841034.0156.831541.7630.826210489.847.76364017534609949.8862195.4117632955812193.6461230852.68438319339.847.8736285133.3725.75292.91696.60321.332924.6331256112.1520.7282.0424.3277.1794286.6283098.7629.2812969951390370.571427348.10521770.54010666.048.9567.32256769.4531257.80655.22581075059.85159.17755910.361.0680.3720.631711621.520.6552.09239406.75781240.971.4085.2611217218.755.9554.97154376.7651483863.458.8822157.268.2318270.59704260168748026219.74155.79811305.09757.173.05410.33811944.27453.5172636714.9140.4447218.3026.60411.19475.25477816.392.3329049.45289.7641.554477.6481448718333245.595274.86918.056518.6521611164.34267.58711.3055.6519771.2230.521968178738.12497094323.810.84924832.620.86378228.396.6903671.435.262354.535317.45364.813841.48371.4825023.7871114562OpenBenchmarking.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: AUSURF112Linux 5.11 PatchedLinux 5.10Linux 5.11 Git30060090012001500SE +/- 12.21, N = 4SE +/- 17.89, N = 9SE +/- 11.28, N = 31171.031197.601217.491. (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: CPULinux 5.11 PatchedLinux 5.11 GitLinux 5.1080160240320400SE +/- 2.97, N = 9SE +/- 2.94, N = 9SE +/- 3.11, N = 3348.29349.85351.121. (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: ReadLinux 5.11 PatchedLinux 5.11 GitLinux 5.10200K400K600K800K1000KSE +/- 1738.41, N = 3SE +/- 10984.18, N = 9SE +/- 4087.26, N = 3110311810844059816731. (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: BLASLinux 5.10Linux 5.11 GitLinux 5.11 Patched9001800270036004500SE +/- 11.55, N = 3SE +/- 50.84, N = 3SE +/- 49.90, N = 94112410640611. (CXX) g++ options: -flto -pthread

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: CPULinux 5.11 PatchedLinux 5.11 GitLinux 5.10510152025SE +/- 0.16, N = 15SE +/- 0.20, N = 15SE +/- 0.23, N = 1522.4922.0921.63

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.11 GitLinux 5.11 PatchedLinux 5.101.04632.09263.13894.18525.2315SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 34.654.634.54

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 4096Linux 5.11 GitLinux 5.10Linux 5.11 Patched4K8K12K16K20KSE +/- 24.98, N = 3SE +/- 280.66, N = 6SE +/- 213.45, N = 31846817440170151. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

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: 1080pLinux 5.10Linux 5.11 GitLinux 5.11 Patched0.02120.04240.06360.08480.106SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 120.0940.0920.0911. (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: EigenLinux 5.11 PatchedLinux 5.10Linux 5.11 Git10002000300040005000SE +/- 36.23, N = 3SE +/- 32.10, N = 3SE +/- 49.20, N = 44433437942841. (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 ScoreLinux 5.11 PatchedLinux 5.11 GitLinux 5.106001200180024003000278727562621

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.11 PatchedLinux 5.11 GitLinux 5.102004006008001000106710591028

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.11 PatchedLinux 5.11 GitLinux 5.10400800120016002000172016971593

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 CPULinux 5.10Linux 5.11 PatchedLinux 5.11 Git4080120160200SE +/- 1.89, N = 12SE +/- 1.86, N = 3SE +/- 1.60, N = 121821811751. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 AtomsLinux 5.11 PatchedLinux 5.10Linux 5.11 Git612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 325.0825.0224.991. (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 MetricLinux 5.11 GitLinux 5.11 PatchedLinux 5.10140K280K420K560K700K6389716365216159301. (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

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: VGG16 - Device: CPULinux 5.11 PatchedLinux 5.10Linux 5.11 Git612182430SE +/- 0.30, N = 15SE +/- 0.14, N = 3SE +/- 0.22, N = 1525.4225.3625.12

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 CPULinux 5.11 GitLinux 5.11 PatchedLinux 5.109001800270036004500SE +/- 78.33, N = 9SE +/- 44.10, N = 3SE +/- 84.65, N = 124393421041721. (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 SceneLinux 5.11 GitLinux 5.10Linux 5.11 Patched20406080100SE +/- 0.38, N = 3SE +/- 1.01, N = 15SE +/- 0.85, N = 1584.7485.7987.141. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.11 PatchedLinux 5.10Linux 5.11 Git40K80K120K160K200KSE +/- 2393.85, N = 15SE +/- 3714.56, N = 15SE +/- 7366.43, N = 15134044157245189771

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: CPULinux 5.11 PatchedLinux 5.10Linux 5.11 Git30060090012001500SE +/- 3.00, N = 3SE +/- 14.39, N = 15SE +/- 26.23, N = 151123.321158.351317.40MIN: 1077.56MIN: 1073.97MIN: 1147.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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: FLOATLinux 5.11 PatchedLinux 5.10Linux 5.11 Git70M140M210M280M350MSE +/- 122621.60, N = 3SE +/- 102987.33, N = 3SE +/- 121683.80, N = 3323144417.17322922449.17322702844.181. (CC) gcc options: -O3 -march=native -lm

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 BenchmarkLinux 5.11 GitLinux 5.11 PatchedLinux 5.1070140210280350SE +/- 1.74, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3323.93323.00322.74

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 6.0.16Linux 5.11 GitLinux 5.11 PatchedLinux 5.1060K120K180K240K300KSE +/- 4239.68, N = 15SE +/- 3012.50, N = 15SE +/- 3843.85, N = 3302893.56294214.37280163.951. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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 1.9Linux 5.11 PatchedLinux 5.10Linux 5.11 Git50100150200250SE +/- 0.81, N = 3SE +/- 0.16, N = 3SE +/- 0.85, N = 3232.54233.10233.831. (CC) gcc options: -O2 -fvisibility=hidden -lgpg-error

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 FloatLinux 5.11 PatchedLinux 5.10Linux 5.11 Git10K20K30K40K50KSE +/- 395.37, N = 3SE +/- 344.62, N = 15SE +/- 1144.94, N = 1539523.543015.346659.2

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 CompileLinux 5.11 PatchedLinux 5.10Linux 5.11 Git50100150200250SE +/- 0.79, N = 3SE +/- 0.93, N = 3SE +/- 1.36, N = 3208.79209.57210.35

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 60MLinux 5.11 PatchedLinux 5.11 GitLinux 5.10306090120150SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3128.28129.67130.091. (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 QuantLinux 5.11 PatchedLinux 5.10Linux 5.11 Git10K20K30K40K50KSE +/- 400.94, N = 6SE +/- 465.03, N = 4SE +/- 759.19, N = 1541034.043716.345083.9

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-OnlyLinux 5.11 PatchedLinux 5.10Linux 5.11 Git4080120160200SE +/- 0.13, N = 3SE +/- 0.93, N = 3SE +/- 0.14, N = 3156.83158.16158.64

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: x25xLinux 5.11 PatchedLinux 5.11 GitLinux 5.1030060090012001500SE +/- 17.73, N = 15SE +/- 21.93, N = 14SE +/- 11.78, N = 151541.761524.211503.101. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 3.1Linux 5.10Linux 5.11 PatchedLinux 5.11 Git714212835SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 331.1330.8330.241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 SpeedLinux 5.10Linux 5.11 PatchedLinux 5.11 Git2K4K6K8K10KSE +/- 33.18, N = 15SE +/- 31.24, N = 3SE +/- 172.84, N = 310505.710489.810488.01. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10Linux 5.11 PatchedLinux 5.11 Git1122334455SE +/- 0.41, N = 15SE +/- 0.15, N = 3SE +/- 0.03, N = 347.7947.7647.631. (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: SkeincoinLinux 5.11 PatchedLinux 5.11 GitLinux 5.1080K160K240K320K400KSE +/- 5604.68, N = 12SE +/- 3597.13, N = 15SE +/- 3597.25, N = 153640173637843633461. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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: CPULinux 5.11 GitLinux 5.10Linux 5.11 Patched12K24K36K48K60KSE +/- 504.01, N = 3SE +/- 624.59, N = 3SE +/- 1018.74, N = 13548035413753460

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: GarlicoinLinux 5.11 PatchedLinux 5.11 GitLinux 5.102K4K6K8K10KSE +/- 99.38, N = 15SE +/- 88.01, N = 14SE +/- 62.19, N = 139949.889937.319912.851. (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: SqueezeNetLinux 5.10Linux 5.11 PatchedLinux 5.11 Git14K28K42K56K70KSE +/- 72.63, N = 3SE +/- 412.91, N = 15SE +/- 690.93, N = 361294.262195.465193.0

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 DepthLinux 5.11 PatchedLinux 5.11 GitLinux 5.1030M60M90M120M150MSE +/- 358515.89, N = 3SE +/- 865236.83, N = 3SE +/- 1158651.23, N = 3117632955117310985116201937

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: 10000Linux 5.10Linux 5.11 PatchedLinux 5.11 Git200K400K600K800K1000KSE +/- 1079.29, N = 3SE +/- 1525.09, N = 3SE +/- 2183.04, N = 3818275.3812193.6807463.1

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: MD5Linux 5.10Linux 5.11 PatchedLinux 5.11 Git1000K2000K3000K4000K5000KSE +/- 8171.77, N = 3SE +/- 54344.04, N = 13SE +/- 49184.46, N = 34780667461230845503331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

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 LeukocyteLinux 5.11 PatchedLinux 5.11 GitLinux 5.101224364860SE +/- 0.69, N = 3SE +/- 0.35, N = 3SE +/- 0.36, N = 1552.6853.8654.971. (CXX) g++ options: -O2 -lOpenCL

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 2Linux 5.11 PatchedLinux 5.11 GitLinux 5.108M16M24M32M40MSE +/- 341040.65, N = 3SE +/- 411547.50, N = 3SE +/- 402627.98, N = 338319339.838181643.637386556.6

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 SpeedupLinux 5.11 PatchedLinux 5.11 GitLinux 5.101122334455SE +/- 0.47, N = 3SE +/- 0.60, N = 3SE +/- 0.78, N = 1547.843.941.61. (CC) gcc options: -fopenmp -O3 -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.11 PatchedLinux 5.10Linux 5.11 Git160K320K480K640K800KSE +/- 5824.36, N = 9SE +/- 1447.51, N = 3SE +/- 4257.59, N = 3736285755450765726

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-bitLinux 5.11 PatchedLinux 5.10Linux 5.11 Git306090120150SE +/- 0.14, N = 3SE +/- 0.47, N = 3SE +/- 0.23, N = 3133.37130.62130.61MIN: 92.59 / MAX: 205.11MIN: 89.55 / MAX: 202.25MIN: 90.23 / MAX: 199.741. (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 CompileLinux 5.11 PatchedLinux 5.11 GitLinux 5.10612182430SE +/- 0.20, N = 9SE +/- 0.17, N = 12SE +/- 0.16, N = 1325.7525.9226.11

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 CompileLinux 5.11 PatchedLinux 5.11 GitLinux 5.1020406080100SE +/- 0.43, N = 3SE +/- 0.40, N = 3SE +/- 0.64, N = 392.9297.64102.50

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 HotSpot3DLinux 5.11 PatchedLinux 5.10Linux 5.11 Git20406080100SE +/- 0.59, N = 3SE +/- 0.62, N = 3SE +/- 0.20, N = 396.6096.7697.941. (CXX) g++ options: -O2 -lOpenCL

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 CausticLinux 5.10Linux 5.11 GitLinux 5.11 Patched510152025SE +/- 0.14, N = 15SE +/- 0.25, N = 3SE +/- 0.21, N = 1521.1921.3321.331. (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

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 2020-02-29Linux 5.11 PatchedLinux 5.11 GitLinux 5.10714212835SE +/- 0.56, N = 12SE +/- 0.26, N = 15SE +/- 0.32, N = 324.6327.0728.271. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

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: 10000Linux 5.11 PatchedLinux 5.11 GitLinux 5.10300K600K900K1200K1500KSE +/- 2545.78, N = 3SE +/- 6204.63, N = 3SE +/- 993.12, N = 31256112.11231991.21223604.8

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 DirectoryLinux 5.11 GitLinux 5.10Linux 5.11 Patched110220330440550SE +/- 2.21, N = 3SE +/- 5.81, N = 3SE +/- 2.63, N = 3531.09529.43520.72MIN: 489.6 / MAX: 1034.89MIN: 260.25 / MAX: 972.23MIN: 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 AnalysisLinux 5.10Linux 5.11 PatchedLinux 5.11 Git20406080100SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.08, N = 381.8582.0482.651. (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

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 TracerLinux 5.10Linux 5.11 PatchedLinux 5.11 Git0.97431.94862.92293.89724.8715SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.334.324.30MIN: 3.44 / MAX: 4.37MIN: 3.76 / MAX: 4.37MIN: 3.38 / MAX: 4.35

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 EncryptionLinux 5.10Linux 5.11 PatchedLinux 5.11 Git20406080100SE +/- 0.47, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 377.1177.1877.301. (CC) gcc options: -O2

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 SolverLinux 5.11 PatchedLinux 5.11 GitLinux 5.109001800270036004500SE +/- 25.26, N = 3SE +/- 35.16, N = 8SE +/- 52.07, N = 44286.634233.514191.651. (CC) gcc options: -O3 -mavx2

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 PrismLinux 5.10Linux 5.11 PatchedLinux 5.11 Git246810SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 58.838.768.72MIN: 8.34 / MAX: 8.96MIN: 8.31 / MAX: 8.97MIN: 8.07 / MAX: 9.01

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-H2OLinux 5.11 PatchedLinux 5.10Linux 5.11 Git714212835SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.53, N = 1529.2829.4831.181. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -pthread -lm

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, PyriteLinux 5.10Linux 5.11 GitLinux 5.11 Patched60K120K180K240K300KSE +/- 1776.67, N = 3SE +/- 2892.28, N = 6SE +/- 5314.19, N = 123013732975022969951. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY CreditsLinux 5.11 PatchedLinux 5.10Linux 5.11 Git30K60K90K120K150KSE +/- 1380.06, N = 3SE +/- 1088.59, N = 15SE +/- 1036.73, N = 31390371356021324771. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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: KostyaLinux 5.11 PatchedLinux 5.11 GitLinux 5.100.12830.25660.38490.51320.6415SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.570.570.571. (CXX) g++ options: -O3 -pthread

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: SETLinux 5.10Linux 5.11 PatchedLinux 5.11 Git300K600K900K1200K1500KSE +/- 13292.58, N = 7SE +/- 13176.39, N = 15SE +/- 10410.66, N = 151429370.711427348.101380890.221. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: H2Linux 5.11 PatchedLinux 5.11 GitLinux 5.1012002400360048006000SE +/- 73.65, N = 20SE +/- 36.45, N = 20SE +/- 132.95, N = 20521753105654

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 1,000Linux 5.11 GitLinux 5.10Linux 5.11 Patched1632486480SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 370.1670.3170.541. (CC) gcc options: -O2 -ldl -lz -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: 3 - Decompression SpeedLinux 5.11 PatchedLinux 5.10Linux 5.11 Git2K4K6K8K10KSE +/- 60.61, N = 3SE +/- 24.78, N = 3SE +/- 38.32, N = 410666.010527.210404.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.11 GitLinux 5.11 PatchedLinux 5.101122334455SE +/- 0.56, N = 4SE +/- 0.12, N = 3SE +/- 0.03, N = 349.4348.9548.891. (CC) gcc options: -O3

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 CompileLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1530456075SE +/- 0.52, N = 3SE +/- 0.41, N = 3SE +/- 0.67, N = 367.3267.9468.14

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 OpenMPLinux 5.11 PatchedLinux 5.10Linux 5.11 Git12K24K36K48K60KSE +/- 598.50, N = 3SE +/- 245.29, N = 3SE +/- 721.39, N = 356769.4557310.3557601.361. (CXX) g++ options: -O3 -march=native -fopenmp

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: DLSCLinux 5.11 GitLinux 5.11 PatchedLinux 5.10246810SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 37.817.807.75MIN: 7.68 / MAX: 8.29MIN: 7.61 / MAX: 8.59MIN: 7.57 / MAX: 8.18

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 MappingLinux 5.10Linux 5.11 PatchedLinux 5.11 Git160320480640800SE +/- 10.33, N = 3SE +/- 3.22, N = 3SE +/- 9.04, N = 15726.87655.23627.211. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

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 V4Linux 5.11 PatchedLinux 5.10Linux 5.11 Git200K400K600K800K1000KSE +/- 1163.43, N = 3SE +/- 4174.26, N = 3SE +/- 2435.29, N = 3810750835208894640

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 NanotubeLinux 5.10Linux 5.11 PatchedLinux 5.11 Git1428425670SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 359.5259.8560.701. (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 CompileLinux 5.11 PatchedLinux 5.11 GitLinux 5.101428425670SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 359.1860.8661.44

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: TradebeansLinux 5.11 PatchedLinux 5.11 GitLinux 5.1013002600390052006500SE +/- 66.39, N = 20SE +/- 50.83, N = 20SE +/- 65.72, N = 4559159546032

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: LargeRandomLinux 5.11 GitLinux 5.10Linux 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

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: 5Linux 5.11 PatchedLinux 5.11 GitLinux 5.100.24030.48060.72090.96121.2015SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 31.0681.0451.018

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 1Linux 5.11 PatchedLinux 5.11 GitLinux 5.100.08370.16740.25110.33480.4185SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 30.3720.3680.351

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: PartialTweetsLinux 5.11 PatchedLinux 5.10Linux 5.11 Git0.14180.28360.42540.56720.709SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.630.630.621. (CXX) g++ options: -O3 -pthread

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: GETLinux 5.10Linux 5.11 PatchedLinux 5.11 Git400K800K1200K1600K2000KSE +/- 17472.07, N = 15SE +/- 12716.89, N = 11SE +/- 6519.22, N = 41716829.231711621.521689203.101. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: DistinctUserIDLinux 5.11 PatchedLinux 5.11 GitLinux 5.100.14630.29260.43890.58520.7315SE +/- 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 LavaMDLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1224364860SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 352.0952.3952.791. (CXX) g++ options: -O2 -lOpenCL

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 OpenMPLinux 5.11 PatchedLinux 5.11 GitLinux 5.109K18K27K36K45KSE +/- 393.10, N = 3SE +/- 319.03, N = 3SE +/- 215.27, N = 339406.7640124.3741287.101. (CXX) g++ options: -O3 -march=native -fopenmp

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: ExhaustiveLinux 5.11 PatchedLinux 5.10Linux 5.11 Git918273645SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 340.9741.1241.171. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

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: 6Linux 5.11 PatchedLinux 5.11 GitLinux 5.100.31680.63360.95041.26721.584SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 31.4081.3701.346

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 BenchmarkLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1.18372.36743.55114.73485.9185SE +/- 0.022, N = 3SE +/- 0.013, N = 3SE +/- 0.039, N = 35.2615.2575.2391. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

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: LPUSHLinux 5.11 GitLinux 5.11 PatchedLinux 5.10300K600K900K1200K1500KSE +/- 11246.95, N = 3SE +/- 13782.67, N = 3SE +/- 19431.53, N = 141220973.711217218.751206370.591. (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: XFrog Forest - Renderer: Path TracerLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1.33882.67764.01645.35526.694SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.955.955.91MIN: 5.35 / MAX: 6.02MIN: 5.46 / MAX: 6.02MIN: 5.18 / MAX: 5.99

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisLinux 5.11 PatchedLinux 5.11 GitLinux 5.101224364860SE +/- 0.58, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 354.9752.6352.63MIN: 31.25 / MAX: 58.82MIN: 27.03 / MAX: 58.82MIN: 24.39 / 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.CLinux 5.11 PatchedLinux 5.10Linux 5.11 Git30K60K90K120K150KSE +/- 509.59, N = 4SE +/- 547.25, N = 4SE +/- 1780.52, N = 15154376.76152840.60147443.861. (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

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: TradesoapLinux 5.11 PatchedLinux 5.10Linux 5.11 Git11002200330044005500SE +/- 61.21, N = 4SE +/- 38.07, N = 20SE +/- 44.82, N = 4514851505170

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.DLinux 5.10Linux 5.11 PatchedLinux 5.11 Git8001600240032004000SE +/- 4.54, N = 3SE +/- 2.97, N = 3SE +/- 8.23, N = 33871.583863.453854.601. (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 SolverLinux 5.10Linux 5.11 PatchedLinux 5.11 Git3691215SE +/- 0.055, N = 6SE +/- 0.141, N = 15SE +/- 0.148, N = 158.1098.8829.2551. (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 1.21Linux 5.11 PatchedLinux 5.10Linux 5.11 Git5001000150020002500SE +/- 8.27, N = 3SE +/- 14.69, N = 3SE +/- 13.13, N = 32157.22156.42149.81. (CXX) g++ options: -O3 -march=native -rdynamic

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: 1080pLinux 5.10Linux 5.11 PatchedLinux 5.11 Git1530456075SE +/- 0.13, N = 5SE +/- 1.05, N = 15SE +/- 1.18, N = 1568.8968.2368.231. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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: 3Linux 5.11 PatchedLinux 5.11 GitLinux 5.102K4K6K8K10KSE +/- 69.07, N = 3SE +/- 30.36, N = 3SE +/- 59.38, N = 38270.58205.28195.31. (CC) gcc options: -O3 -pthread -lz -llzma

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 TimeLinux 5.11 GitLinux 5.11 PatchedLinux 5.1020M40M60M80M100MSE +/- 1123146.37, N = 3SE +/- 769788.53, N = 3SE +/- 1090218.44, N = 39794508997042601953532631. (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 1.5.16AverageLinux 5.11 PatchedLinux 5.11 GitLinux 5.10150M300M450M600M750MSE +/- 1732499.41, N = 3SE +/- 5135867.19, N = 3SE +/- 4611428.30, N = 36874802626858888636835344081. (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 4KLinux 5.11 PatchedLinux 5.10Linux 5.11 Git510152025SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 319.7419.2618.631. (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: ETC2Linux 5.11 PatchedLinux 5.10Linux 5.11 Git306090120150SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3155.80155.79155.181. (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 SpeedLinux 5.11 GitLinux 5.11 PatchedLinux 5.102K4K6K8K10KSE +/- 46.17, N = 3SE +/- 25.21, N = 3SE +/- 46.95, N = 311334.011305.011264.41. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedLinux 5.11 PatchedLinux 5.10Linux 5.11 Git2K4K6K8K10KSE +/- 19.43, N = 3SE +/- 75.81, N = 3SE +/- 96.44, N = 39757.179668.509622.991. (CC) gcc options: -O3

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: 10Linux 5.11 PatchedLinux 5.11 GitLinux 5.100.68721.37442.06162.74883.436SE +/- 0.008, N = 3SE +/- 0.016, N = 3SE +/- 0.024, N = 33.0542.9022.837

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 StreamclusterLinux 5.11 PatchedLinux 5.10Linux 5.11 Git3691215SE +/- 0.03, N = 5SE +/- 0.08, N = 5SE +/- 0.22, N = 1510.3410.6011.211. (CXX) g++ options: -O2 -lOpenCL

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 - DegriddingLinux 5.11 PatchedLinux 5.10Linux 5.11 Git3K6K9K12K15KSE +/- 6.47, N = 3SE +/- 3.70, N = 3SE +/- 7.33, N = 311944.211918.211870.31. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingLinux 5.10Linux 5.11 PatchedLinux 5.11 Git16003200480064008000SE +/- 3.88, N = 3SE +/- 2.90, N = 3SE +/- 2.49, N = 37498.717453.517426.081. (CXX) g++ options: -lpthread

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: BlowfishLinux 5.11 PatchedLinux 5.10Linux 5.11 Git16K32K48K64K80KSE +/- 73.45, N = 3SE +/- 25.05, N = 3SE +/- 327.40, N = 37263672626708241. (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_100Linux 5.10Linux 5.11 PatchedLinux 5.11 Git150300450600750SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 1.12, N = 3715.50714.91712.251. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

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 AtomsLinux 5.10Linux 5.11 PatchedLinux 5.11 Git0.10230.20460.30690.40920.5115SE +/- 0.00029, N = 3SE +/- 0.00005, N = 3SE +/- 0.00311, N = 30.444180.444720.45451

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 30MLinux 5.11 PatchedLinux 5.10Linux 5.11 Git510152025SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 318.3018.3218.711. (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-QueensLinux 5.11 PatchedLinux 5.10Linux 5.11 Git612182430SE +/- 0.22, N = 3SE +/- 0.28, N = 3SE +/- 0.16, N = 326.6026.8926.95

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: SciVisLinux 5.11 PatchedLinux 5.10Linux 5.11 Git3691215SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 311.1911.1911.11MIN: 8.2 / MAX: 11.36MIN: 9.35 / MAX: 11.36MIN: 9.62 / MAX: 11.24

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 DirectoryLinux 5.10Linux 5.11 GitLinux 5.11 Patched110220330440550SE +/- 1.76, N = 3SE +/- 1.77, N = 3SE +/- 2.06, N = 3517.13505.19475.25MIN: 453.79 / MAX: 894.75MIN: 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: JythonLinux 5.11 PatchedLinux 5.11 GitLinux 5.1011002200330044005500SE +/- 43.93, N = 6SE +/- 28.66, N = 18SE +/- 47.90, N = 6477848974951

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 TracerLinux 5.11 PatchedLinux 5.11 GitLinux 5.1048121620SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 416.3916.3916.39MIN: 10.99 / MAX: 16.95MIN: 10.31 / MAX: 16.67MIN: 10.64 / MAX: 16.95

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: CPULinux 5.10Linux 5.11 PatchedLinux 5.11 Git0.54121.08241.62362.16482.706SE +/- 0.02538, N = 3SE +/- 0.01587, N = 3SE +/- 0.03372, N = 32.328992.332902.40549MIN: 1.93MIN: 2MIN: 1.921. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 1080pLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1122334455SE +/- 0.52, N = 4SE +/- 0.26, N = 4SE +/- 0.42, N = 749.4548.4847.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 v2Linux 5.11 PatchedLinux 5.10Linux 5.11 Git70140210280350SE +/- 2.83, N = 3SE +/- 0.66, N = 3SE +/- 3.80, N = 3289.76291.43303.45MIN: 283.65 / MAX: 458.79MIN: 283.33 / MAX: 459.62MIN: 284.51 / MAX: 461.211. (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: CPULinux 5.11 PatchedLinux 5.10Linux 5.11 Git0.36470.72941.09411.45881.8235SE +/- 0.01340, N = 4SE +/- 0.00943, N = 4SE +/- 0.01518, N = 41.554471.569701.62088MIN: 1.29MIN: 1.31MIN: 1.311. (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: 1080pLinux 5.11 GitLinux 5.10Linux 5.11 Patched246810SE +/- 0.049, N = 4SE +/- 0.018, N = 4SE +/- 0.029, N = 47.6637.6637.6481. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 1.2Linux 5.11 PatchedLinux 5.11 GitLinux 5.10300M600M900M1200M1500MSE +/- 750486.58, N = 3SE +/- 2689640.27, N = 3SE +/- 5378401.14, N = 31448718333143777133314300506671. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

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 + DitheringLinux 5.11 PatchedLinux 5.10Linux 5.11 Git50100150200250SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3245.60245.50244.791. (CXX) g++ options: -O3 -march=native -std=c++11 -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 v1.1Linux 5.10Linux 5.11 PatchedLinux 5.11 Git60120180240300SE +/- 0.07, N = 3SE +/- 0.68, N = 3SE +/- 0.39, N = 3274.28274.87274.94MIN: 273.58 / MAX: 275.28MIN: 273.07 / MAX: 276.74MIN: 273.57 / MAX: 276.211. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 TimeLinux 5.11 GitLinux 5.11 PatchedLinux 5.1048121620SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 317.9418.0618.121. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

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 DynamicsLinux 5.11 PatchedLinux 5.10Linux 5.11 Git510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 318.6518.7118.72

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: SADDLinux 5.11 PatchedLinux 5.10Linux 5.11 Git300K600K900K1200K1500KSE +/- 15585.71, N = 4SE +/- 16159.15, N = 3SE +/- 16361.41, N = 31611164.341563597.661539146.211. (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: ETC1Linux 5.11 PatchedLinux 5.10Linux 5.11 Git60120180240300SE +/- 0.23, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3267.59267.32266.321. (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 TimeLinux 5.11 PatchedLinux 5.10Linux 5.11 Git3691215SE +/- 0.05, N = 4SE +/- 0.07, N = 4SE +/- 0.05, N = 411.3111.4111.491. (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: ThoroughLinux 5.11 PatchedLinux 5.10Linux 5.11 Git1.28032.56063.84095.12126.4015SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 55.655.695.691. (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 2.0.3Linux 5.11 PatchedLinux 5.11 GitLinux 5.104K8K12K16K20KSE +/- 171.84, N = 5SE +/- 67.78, N = 5SE +/- 149.06, N = 519771.2219576.1218424.981. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

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: CPULinux 5.10Linux 5.11 PatchedLinux 5.11 Git0.12320.24640.36960.49280.616SE +/- 0.004888, N = 4SE +/- 0.004601, N = 4SE +/- 0.005010, N = 40.5190150.5219680.547674MIN: 0.43MIN: 0.43MIN: 0.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 RoutineLinux 5.10Linux 5.11 PatchedLinux 5.11 Git40K80K120K160K200KSE +/- 1647.45, N = 15SE +/- 1760.31, N = 15SE +/- 1640.30, N = 15182254.44178738.12174206.131. (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 1080pLinux 5.11 PatchedLinux 5.10Linux 5.11 Git70140210280350SE +/- 4.21, N = 15SE +/- 10.05, N = 15SE +/- 16.16, N = 15323.81315.24311.851. (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: CPULinux 5.11 PatchedLinux 5.11 GitLinux 5.100.19990.39980.59970.79960.9995SE +/- 0.004000, N = 5SE +/- 0.005127, N = 5SE +/- 0.002999, N = 50.8492480.8813480.888428MIN: 0.73MIN: 0.71MIN: 0.771. (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: SciVisLinux 5.11 PatchedLinux 5.10Linux 5.11 Git816243240SE +/- 0.23, N = 6SE +/- 0.23, N = 6SE +/- 0.00, N = 632.6232.6232.26MIN: 12.82 / MAX: 33.33MIN: 12.05 / MAX: 34.48MIN: 12.66 / 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: CPULinux 5.11 PatchedLinux 5.10Linux 5.11 Git0.20570.41140.61710.82281.0285SE +/- 0.001510, N = 7SE +/- 0.003739, N = 7SE +/- 0.006064, N = 70.8637820.8724410.914198MIN: 0.79MIN: 0.79MIN: 0.781. (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: MemorialLinux 5.10Linux 5.11 PatchedLinux 5.11 Git714212835SE +/- 0.06, N = 6SE +/- 0.04, N = 6SE +/- 0.09, N = 628.5128.3928.09

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: HairLinux 5.11 GitLinux 5.11 PatchedLinux 5.10246810SE +/- 0.05969, N = 6SE +/- 0.01480, N = 6SE +/- 0.03288, N = 66.600546.690366.696341. (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: SciVisLinux 5.11 PatchedLinux 5.11 GitLinux 5.101632486480SE +/- 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: 21.74 / MAX: 76.92

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 CausticLinux 5.11 PatchedLinux 5.11 GitLinux 5.101.19522.39043.58564.78085.976SE +/- 0.03676, N = 7SE +/- 0.01185, N = 7SE +/- 0.03115, N = 75.262355.301055.312021. (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

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 GenerationLinux 5.11 PatchedLinux 5.11 GitLinux 5.101.03772.07543.11314.15085.1885SE +/- 0.015, N = 8SE +/- 0.012, N = 8SE +/- 0.012, N = 84.5354.5404.6121. (CXX) g++ options: -O3 -lpthread

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 4KLinux 5.11 PatchedLinux 5.10Linux 5.11 Git70140210280350SE +/- 0.53, N = 3SE +/- 1.19, N = 3SE +/- 1.86, N = 3317.45310.21308.29MIN: 173.69 / MAX: 340.43MIN: 160.01 / MAX: 335.18MIN: 163.13 / MAX: 334.131. (CC) gcc options: -pthread

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 1080pLinux 5.11 GitLinux 5.11 PatchedLinux 5.1080160240320400SE +/- 1.11, N = 10SE +/- 0.91, N = 10SE +/- 1.89, N = 10369.01364.81357.421. (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.CLinux 5.11 PatchedLinux 5.10Linux 5.11 Git8001600240032004000SE +/- 5.01, N = 10SE +/- 4.54, N = 10SE +/- 10.26, N = 103841.483825.273788.881. (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 1080pLinux 5.11 GitLinux 5.11 PatchedLinux 5.1080160240320400SE +/- 2.00, N = 10SE +/- 1.70, N = 9SE +/- 2.11, N = 10381.08371.48365.961. (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 TracerLinux 5.11 PatchedLinux 5.11 GitLinux 5.1050100150200250250250250MIN: 90.91 / MAX: 333.33MIN: 90.91 / MAX: 500MIN: 100 / 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 ProteinLinux 5.11 PatchedLinux 5.10Linux 5.11 Git612182430SE +/- 0.17, N = 12SE +/- 0.23, N = 15SE +/- 0.23, N = 1523.7923.5721.131. (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 PerformanceLinux 5.11 GitLinux 5.10Linux 5.11 Patched200K400K600K800K1000KSE +/- 1015.01, N = 12SE +/- 516.70, N = 12SE +/- 609.97, N = 121115133111512511145621. (CC) gcc options: -O3 -march=native

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringLinux 5.10Linux 5.11 GitLinux 5.11 Patched100200300400500Min: 119.15 / Avg: 269.81 / Max: 501.96Min: 60.44 / Avg: 279.2 / Max: 548.33Min: 59.88 / Avg: 280.92 / Max: 530.69

148 Results Shown

Quantum ESPRESSO
RELION
BlogBench
LeelaChessZero
PlaidML:
  No - Inference - VGG19 - CPU
  No - Inference - ResNet 50 - CPU
FFTW
SVT-AV1
LeelaChessZero
AI Benchmark Alpha:
  Device AI Score
  Device Training Score
  Device Inference Score
ONNX Runtime
LAMMPS Molecular Dynamics Simulator
BRL-CAD
PlaidML
ONNX Runtime
YafaRay
TensorFlow Lite
oneDNN
Hierarchical INTegration
Numpy Benchmark
KeyDB
Gcrypt Library
TensorFlow Lite
Timed LLVM Compilation
OpenFOAM
TensorFlow Lite
Blender
Cpuminer-Opt
High Performance Conjugate Gradient
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
Cpuminer-Opt
Chaos Group V-RAY
Cpuminer-Opt
TensorFlow Lite
asmFish
InfluxDB
John The Ripper
Rodinia
BYTE Unix Benchmark
CLOMP
TensorFlow Lite
dav1d
Timed Linux Kernel Compilation
Timed GDB GNU Debugger Compilation
Rodinia
Tungsten Renderer
Nebular Empirical Analysis Tool
InfluxDB
IOR
Timed MrBayes Analysis
OSPray
GnuPG
Himeno Benchmark
LuxCoreRender
QMCPACK
Cpuminer-Opt:
  Quad SHA-256, Pyrite
  LBC, LBRY Credits
simdjson
Redis
DaCapo Benchmark
SQLite Speedtest
LZ4 Compression:
  3 - Decompression Speed
  3 - Compression Speed
Build2
FinanceBench
LuxCoreRender
TTSIOD 3D Renderer
TensorFlow Lite
GPAW
Timed Godot Game Engine Compilation
DaCapo Benchmark
simdjson
rav1e:
  5
  1
simdjson
Redis
simdjson
Rodinia
FinanceBench
ASTC Encoder
rav1e
GROMACS
Redis
OSPray:
  XFrog Forest - Path Tracer
  San Miguel - SciVis
NAS Parallel Benchmarks
DaCapo Benchmark
NAS Parallel Benchmarks
Rodinia
QuantLib
SVT-AV1
Zstd Compression
Stockfish
Swet
x265
Etcpak
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
rav1e
Rodinia
ASKAP:
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
John The Ripper
Google SynthMark
NAMD
OpenFOAM
Cython Benchmark
OSPray
IOR
DaCapo Benchmark
OSPray
oneDNN
x265
TNN
oneDNN
SVT-AV1
Algebraic Multi-Grid Benchmark
Etcpak
TNN
Tachyon
Dolfyn
Redis
Etcpak
POV-Ray
ASTC Encoder
LULESH
oneDNN
FFTE
SVT-VP9
oneDNN
OSPray
oneDNN
Intel Open Image Denoise
Tungsten Renderer
OSPray
Tungsten Renderer
Primesieve
dav1d
SVT-VP9
NAS Parallel Benchmarks
SVT-VP9
OSPray
LAMMPS Molecular Dynamics Simulator
TSCP
CPU Power Consumption Monitor