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
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Encoding 5 Tests
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Fortran Tests 7 Tests
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HPC - High Performance Computing 28 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 5.11ttsiod-renderer: Phong Rendering With Soft-Shadow Mappinglammps: Rhodopsin Proteinblogbench: Readtensorflow-lite: Inception V4build-gdb: Time To Compileior: 2MB - Default Test Directoryfftw: Float + SSE - 2D FFT Size 4096keydb: ai-benchmark: Device Inference Scoredacapobench: Tradebeansrav1e: 10lulesh: tensorflow-lite: SqueezeNetai-benchmark: Device AI Scorerav1e: 1x265: Bosphorus 4Konednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUjohn-the-ripper: MD5cpuminer-opt: LBC, LBRY Creditsrav1e: 5financebench: Repo OpenMPtnn: CPU - MobileNet v2npb: LU.Credis: SADDffte: N=256, 3D Complex FFT Routineonednn: IP Shapes 3D - f32 - CPUrav1e: 6ospray: San Miguel - SciVisrodinia: OpenMP Leukocyteonednn: IP Shapes 1D - f32 - CPUsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ponnx: yolov4 - OpenMP CPUtensorflow-lite: Inception ResNet V2plaidml: No - Inference - VGG19 - CPUqe: AUSURF112build-godot: Time To Compileai-benchmark: Device Training Scorex265: Bosphorus 1080pbrl-cad: VGR Performance Metricdacapobench: Jythonredis: SETlczero: Eigensvt-av1: Enc Mode 0 - 1080ponednn: Deconvolution Batch shapes_1d - f32 - CPUsvt-vp9: VMAF Optimized - Bosphorus 1080pdav1d: Summer Nature 4Khpcg: yafaray: Total Time For Sample Scenesimdjson: LargeRandstockfish: Total Timeinfluxdb: 64 - 10000 - 2,5000,1 - 10000cpuminer-opt: x25xjohn-the-ripper: Blowfishcompress-lz4: 3 - Decompression Speedbyte: Dhrystone 2plaidml: No - Inference - ResNet 50 - CPUnamd: ATPase Simulation - 327,506 Atomshimeno: Poisson Pressure Solveropenfoam: Motorbike 30Mdav1d: Chimera 1080p 10-bitior: 8MB - Default Test Directorygpaw: Carbon Nanotubeprimesieve: 1e12 Prime Number Generationredis: GETsimdjson: PartialTweetspovray: Trace Timeoidn: Memorialfinancebench: Bonds OpenMPtungsten: Hairopenfoam: Motorbike 60Mcompress-lz4: 1 - Compression Speednpb: EP.Crodinia: OpenMP HotSpot3Dbuild-linux-kernel: Time To Compilerodinia: OpenMP LavaMDinfluxdb: 4 - 10000 - 2,5000,1 - 10000amg: cython-bench: N-Queensluxcorerender: Rainbow Colors and Prismlczero: BLASasmfish: 1024 Hash Memory, 26 Depthbuild2: Time To Compileplaidml: No - Inference - VGG16 - CPUblender: Barbershop - CPU-Onlyospray: Magnetic Reconnection - SciViscompress-lz4: 3 - Compression Speedtachyon: Total Timemrbayes: Primate Phylogeny Analysisaskap: tConvolve MPI - Griddingtungsten: Volumetric Causticcompress-zstd: 3relion: Basic - CPUluxcorerender: DLSCbuild-llvm: Time To Compileospray: XFrog Forest - SciVisastcenc: Thoroughospray: San Miguel - Path Tracertungsten: Water Causticospray: XFrog Forest - Path Traceraskap: tConvolve MPI - Degriddingcompress-lz4: 1 - Decompression Speedswet: Averagegcrypt: sqlite-speedtest: Timed Time - Size 1,000astcenc: Exhaustiveetcpak: ETC1synthmark: VoiceMark_100npb: EP.Ddacapobench: Tradesoapgromacs: Water Benchmarketcpak: ETC2cpuminer-opt: Garlicoinnumpy: dolfyn: Computational Fluid Dynamicsquantlib: lammps: 20k Atomscompress-lz4: 9 - Compression Speedetcpak: ETC1 + Ditheringgnupg: 2.7GB Sample File Encryptiontnn: CPU - SqueezeNet v1.1svt-av1: Enc Mode 4 - 1080pcpuminer-opt: Skeincoincompress-lz4: 9 - Decompression Speedhint: FLOATtscp: AI Chess Performancesimdjson: DistinctUserIDsimdjson: Kostyaospray: NASA Streamlines - Path Tracerospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - Path Tracerv-ray: CPUtensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floatsvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-av1: Enc Mode 8 - 1080prodinia: OpenMP Streamclusterrodinia: OpenMP CFD Solverneat: onednn: Recurrent Neural Network Training - f32 - CPUclomp: Static OMP Speedupdacapobench: H2redis: LPUSHqmcpack: simple-H2Oonnx: super-resolution-10 - OpenMP CPUcpuminer-opt: Quad SHA-256, PyriteLinux 5.10Linux 5.11 GitLinux 5.11 Patched726.86523.573981673835208102.498517.1317440280163.95159360322.83718424.98461294.226210.35119.260.8724410.51901547806671356021.01841287.102865291.428152840.601563597.66182254.442465310.8884281.34652.6354.9651.56970365.9618275545021.631197.6061.440102848.4861593049511429370.7143790.0942.32899357.42310.2131.128385.7930.37953532631223604.81503.107262610527.237386556.64.540.444184191.65103418.32130.62529.4359.5204.6121716829.230.6311.41128.5157310.3450526.69634130.099668.503825.2796.75826.10752.392818275.3143005066726.8928.83411211620193767.93725.36158.1632.6248.8918.118381.8497498.715.312028195.3351.1197.75209.57311.195.694.3321.18765.9511918.211264.4683534408233.09970.31041.12267.322715.5043871.5851505.257155.7879912.85322.7418.7072156.425.02047.79245.50477.113274.2837.66336334610505.7322922449.1661711151250.650.5716.3971.432505413715724543716.343015.3315.2468.88910.5988.10928.2651158.3541.656541206370.5929.4794172301373627.20821.129108440589464097.641505.1918468302893.56169759542.90219576.12265193.027560.36818.630.9141980.54767445503331324771.04540124.373698303.449147443.861539146.21174206.130003870.8813481.37052.6353.8621.62088381.0817576572622.091217.4960.858105947.6663897148971380890.2242840.0922.40549369.01308.2930.241584.7390.37979450891231991.21524.217082410404.538181643.64.650.454514233.51158318.71130.61531.0960.7024.5401689203.100.6211.48528.0957601.3632816.60054129.679622.993788.8897.94225.92352.794807463.1143777133326.9508.72410611731098568.14125.12158.6432.2649.4317.937582.6507426.085.301058205.2349.8527.81210.34711.115.694.3021.32535.9111870.311334.0685888863233.82570.16041.17266.315712.2523854.6051705.239155.1829937.31323.9318.7182149.824.99347.63244.79377.302274.9447.66336378410488.0322702844.1820411151330.650.5716.3971.432505480318977145083.946659.2311.8568.22911.2099.25527.0671317.4043.953101220973.7131.1774393297502655.22523.787110311881075092.916475.2517015294214.37172055913.05419771.22362195.427870.37219.740.8637820.52196846123081390371.06839406.757812289.764154376.761611164.34178738.124970940.8492481.40854.9752.6841.55447371.4818173628522.491171.0359.177106749.4563652147781427348.1044330.0912.33290364.81317.4530.826287.1430.36970426011256112.11541.767263610666.038319339.84.630.444724286.62830918.30133.37520.7259.8514.5351711621.520.6311.30528.3956769.4531256.69036128.289757.173841.4896.60325.75252.092812193.6144871833326.6048.76406111763295567.32225.42156.8332.6248.9518.056582.0427453.515.262358270.5348.2947.80208.78611.195.654.3221.33295.9511944.211305.0687480262232.54270.54040.97267.587714.9143863.4551485.261155.7989949.88323.0018.6522157.225.07747.76245.59577.179274.8697.64836401710489.8323144417.1719711145620.650.5716.3971.432505346013404441034.039523.5323.8168.23110.3388.88224.6331123.3247.852171217218.7529.2814210296995OpenBenchmarking.org

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++

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

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

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

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

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

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

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

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 Inference ScoreLinux 5.11 PatchedLinux 5.11 GitLinux 5.10400800120016002000172016971593

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

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

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

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

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

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: 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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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: 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

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

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-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

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

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

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

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

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

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 Training ScoreLinux 5.11 PatchedLinux 5.11 GitLinux 5.102004006008001000106710591028

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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: 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

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

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

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

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

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

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

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

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: 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

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

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

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

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

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

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 - 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 - 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

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

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

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 - 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 - 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Chaos Group V-RAY

MinAvgMaxLinux 5.10120.1418.7491.9Linux 5.11 Patched120.3419.0492.2Linux 5.11 Git121.5421.3492.0OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 4.10.07CPU Power Consumption Monitor130260390520650

OpenBenchmarking.orgKsamples Per Watt, More Is BetterChaos Group V-RAY 4.10.07Mode: CPULinux 5.11 GitLinux 5.10Linux 5.11 Patched306090120150130.07129.30127.59

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

TensorFlow Lite

MinAvgMaxLinux 5.11 Git123.2385.7435.9Linux 5.10121.7390.7435.9Linux 5.11 Patched121.5403.7446.4OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor120240360480600

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

MinAvgMaxLinux 5.11 Git123.7447.4480.2Linux 5.10121.5448.4479.9Linux 5.11 Patched121.2453.6483.1OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor120240360480600

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

MinAvgMaxLinux 5.11 Git122.2441.5477.4Linux 5.10120.6446.9478.7Linux 5.11 Patched120.6451.2480.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor120240360480600

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

SVT-VP9

MinAvgMaxLinux 5.10119.2183.3375.7Linux 5.11 Git120.1183.5382.5Linux 5.11 Patched119.4185.8379.1OpenBenchmarking.orgWatts, Fewer Is BetterSVT-VP9 0.1CPU Power Consumption Monitor100200300400500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pLinux 5.11 PatchedLinux 5.10Linux 5.11 Git0.39150.7831.17451.5661.95751.741.721.70

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

SVT-AV1

MinAvgMaxLinux 5.10120.9204.1384.3Linux 5.11 Git121.4207.9382.6Linux 5.11 Patched120.4209.8388.0OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 0.8CPU Power Consumption Monitor100200300400500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.10Linux 5.11 PatchedLinux 5.11 Git0.07650.1530.22950.3060.38250.340.330.33

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

Rodinia

MinAvgMaxLinux 5.11 Patched120.3215.0284.6Linux 5.10120.2217.9281.6Linux 5.11 Git121.2220.5291.1OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1CPU Power Consumption Monitor70140210280350

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

MinAvgMaxLinux 5.10121.0232.9358.9Linux 5.11 Git121.8253.0370.4Linux 5.11 Patched121.0253.4373.0OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1CPU Power Consumption Monitor100200300400500

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

Nebular Empirical Analysis Tool

MinAvgMaxLinux 5.10121.0174.6280.6Linux 5.11 Git120.7177.9286.2Linux 5.11 Patched120.1179.4280.2OpenBenchmarking.orgWatts, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29CPU Power Consumption Monitor70140210280350

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

oneDNN

OpenBenchmarking.orgWatts, Fewer Is BetteroneDNN 2.0CPU Power Consumption MonitorLinux 5.11 GitLinux 5.10Linux 5.11 Patched90180270360450Min: 122.37 / Avg: 333.59 / Max: 492.01Min: 120.7 / Avg: 340.88 / Max: 492.08Min: 120.62 / Avg: 341.54 / Max: 492.22

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

CLOMP

MinAvgMaxLinux 5.10119.5151.7313.8Linux 5.11 Patched119.9152.6321.5Linux 5.11 Git120.4153.4298.4OpenBenchmarking.orgWatts, Fewer Is BetterCLOMP 1.2CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgSpeedup Per Watt, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.11 PatchedLinux 5.11 GitLinux 5.100.06980.13960.20940.27920.3490.310.290.27

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

DaCapo Benchmark

MinAvgMaxLinux 5.10119.6133.4163.5Linux 5.11 Patched60.6134.4163.7Linux 5.11 Git120.7134.9160.4OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 9.12-MR1CPU Power Consumption Monitor50100150200250

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

Redis

MinAvgMaxLinux 5.10119.6124.0131.7Linux 5.11 Patched119.7124.5132.3Linux 5.11 Git120.5125.7134.2OpenBenchmarking.orgWatts, Fewer Is BetterRedis 6.0.9CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgRequests Per Second Per Watt, More Is BetterRedis 6.0.9Test: LPUSHLinux 5.11 PatchedLinux 5.10Linux 5.11 Git2K4K6K8K10K9780.179731.239715.03

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

QMCPACK

MinAvgMaxLinux 5.11 Git121.2433.2491.7Linux 5.11 Patched120.3437.6491.3Linux 5.10120.8439.0490.5OpenBenchmarking.orgWatts, Fewer Is BetterQMCPACK 3.10CPU Power Consumption Monitor130260390520650

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

ONNX Runtime

MinAvgMaxLinux 5.10121.0270.6301.3Linux 5.11 Patched121.2275.8301.5Linux 5.11 Git61.1279.5301.5OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.6CPU Power Consumption Monitor80160240320400

OpenBenchmarking.orgInferences Per Minute Per Watt, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPULinux 5.11 GitLinux 5.10Linux 5.11 Patched4812162015.7215.4215.26

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

Cpuminer-Opt

MinAvgMaxLinux 5.10120.0124.8132.0Linux 5.11 Git120.6125.4134.4Linux 5.11 Patched120.1125.9138.6OpenBenchmarking.orgWatts, Fewer Is BetterCpuminer-Opt 3.15.5CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgkH/s Per Watt, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, PyriteLinux 5.10Linux 5.11 GitLinux 5.11 Patched50010001500200025002415.212373.232358.08

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

171 Results Shown

TTSIOD 3D Renderer
LAMMPS Molecular Dynamics Simulator
BlogBench
TensorFlow Lite
Timed GDB GNU Debugger Compilation
IOR
FFTW
KeyDB
AI Benchmark Alpha
DaCapo Benchmark
rav1e
LULESH
TensorFlow Lite
AI Benchmark Alpha
rav1e
x265
oneDNN:
  Convolution Batch Shapes Auto - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
John The Ripper
Cpuminer-Opt
rav1e
FinanceBench
TNN
NAS Parallel Benchmarks
Redis
FFTE
oneDNN
rav1e
OSPray
Rodinia
oneDNN
SVT-VP9
ONNX Runtime
TensorFlow Lite
PlaidML
Quantum ESPRESSO
Timed Godot Game Engine Compilation
AI Benchmark Alpha
x265
BRL-CAD
DaCapo Benchmark
Redis
LeelaChessZero
SVT-AV1
oneDNN
SVT-VP9
dav1d
High Performance Conjugate Gradient
YafaRay
simdjson
Stockfish
InfluxDB
Cpuminer-Opt
John The Ripper
LZ4 Compression
BYTE Unix Benchmark
PlaidML
NAMD
Himeno Benchmark
OpenFOAM
dav1d
IOR
GPAW
Primesieve
Redis
simdjson
POV-Ray
Intel Open Image Denoise
FinanceBench
Tungsten Renderer
OpenFOAM
LZ4 Compression
NAS Parallel Benchmarks
Rodinia
Timed Linux Kernel Compilation
Rodinia
InfluxDB
Algebraic Multi-Grid Benchmark
Cython Benchmark
LuxCoreRender
LeelaChessZero
asmFish
Build2
PlaidML
Blender
OSPray
LZ4 Compression
Tachyon
Timed MrBayes Analysis
ASKAP
Tungsten Renderer
Zstd Compression
RELION
LuxCoreRender
Timed LLVM Compilation
OSPray
ASTC Encoder
OSPray
Tungsten Renderer
OSPray
ASKAP
LZ4 Compression
Swet
Gcrypt Library
SQLite Speedtest
ASTC Encoder
Etcpak
Google SynthMark
NAS Parallel Benchmarks
DaCapo Benchmark
GROMACS
Etcpak
Cpuminer-Opt
Numpy Benchmark
Dolfyn
QuantLib
LAMMPS Molecular Dynamics Simulator
LZ4 Compression
Etcpak
GnuPG
TNN
SVT-AV1
Cpuminer-Opt
LZ4 Compression
Hierarchical INTegration
TSCP
simdjson:
  DistinctUserID
  Kostya
OSPray:
  NASA Streamlines - Path Tracer
  NASA Streamlines - SciVis
  Magnetic Reconnection - Path Tracer
CPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring
  CPU Power Consumption Monitor
  CPU
Chaos Group V-RAY
TensorFlow Lite
TensorFlow Lite
TensorFlow Lite
TensorFlow Lite
TensorFlow Lite
TensorFlow Lite
SVT-VP9:
  CPU Power Consumption Monitor
  Visual Quality Optimized - Bosphorus 1080p
SVT-VP9
SVT-AV1:
  CPU Power Consumption Monitor
  Enc Mode 8 - 1080p
SVT-AV1
Rodinia
Rodinia
Rodinia
Rodinia
Nebular Empirical Analysis Tool
Nebular Empirical Analysis Tool
oneDNN
oneDNN
CLOMP:
  CPU Power Consumption Monitor
  Static OMP Speedup
CLOMP
DaCapo Benchmark
DaCapo Benchmark
Redis:
  CPU Power Consumption Monitor
  LPUSH
Redis
QMCPACK
QMCPACK
ONNX Runtime:
  CPU Power Consumption Monitor
  super-resolution-10 - OpenMP CPU
ONNX Runtime
Cpuminer-Opt:
  CPU Power Consumption Monitor
  Quad SHA-256, Pyrite
Cpuminer-Opt