Core i7 6800K Linux Perf

Intel Core i7-6800K testing with a MSI X99A WORKSTATION (MS-7A54) v1.0 (1.10 BIOS) and Zotac NVIDIA NV137 2GB on Ubuntu 19.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2003067-VE-COREI768047
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Core i7 6800K
March 06 2020
  8 Hours, 18 Minutes
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Core i7 6800K Linux PerfOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-6800K @ 3.80GHz (6 Cores / 12 Threads)MSI X99A WORKSTATION (MS-7A54) v1.0 (1.10 BIOS)Intel Xeon E7 v4/Xeon16GB120GB TOSHIBA-TR150Zotac NVIDIA NV137 2GBRealtek ALC1150G237HLIntel I218-LM + Intel I210Ubuntu 19.045.0.0-38-generic (x86_64)GNOME Shell 3.32.0X Server 1.20.4modesetting 1.20.44.3 Mesa 19.0.2GCC 10.0.1 20200118ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionCore I7 6800K Linux Perf BenchmarksSystem Logs- --disable-multilib --enable-checking=release --enable-languages=c,c++,fortran - MQ-DEADLINE / errors=remount-ro,relatime,rw- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xb000038- OpenJDK Runtime Environment (build 11.0.5+10-post-Ubuntu-0ubuntu1.119.04) - Python 2.7.16 + Python 3.7.3- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Core i7 6800K Linux Perfsqlite: 1ior: Write Testior: Read Testpostmark: Disk Transaction Performancehpcg: namd: ATPase Simulation - 327,506 Atomssmhasher: wyhashsmhasher: wyhashsmhasher: MeowHashsmhasher: MeowHashsmhasher: Spooky32smhasher: Spooky32smhasher: fasthash32smhasher: fasthash32smhasher: t1ha2_atoncesmhasher: t1ha2_atoncesmhasher: t1ha0_aes_avx2smhasher: t1ha0_aes_avx2amg: mrbayes: Primate Phylogeny Analysislammps: Rhodopsin Proteinlulesh: renaissance: Scala Dottyrenaissance: Rand Forestrenaissance: Twitter Finaglerenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Twitter HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futurestscp: AI Chess Performancegraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spaceembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objvpxenc: Speed 0vpxenc: Speed 5x264: H.264 Video Encodingx265: H.265 1080p Video Encodingmt-dgemm: Sustained Floating-Point Rateoidn: Memorialhimeno: Poisson Pressure Solverbuild-apache: Time To Compilebuild-ffmpeg: Time To Compilebuild-gdb: Time To Compilebuild-mplayer: Time To Compilebuild-php: Time To Compilesmallpt: Global Illumination Renderer; 128 Samplesrays1bench: Large Scenenumpy: deepspeech: CPUencode-mp3: WAV To MP3tachyon: Total Timeaskap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingleveldb: Hot Readleveldb: Fill Syncleveldb: Fill Syncleveldb: Overwriteleveldb: Overwriteleveldb: Rand Fillleveldb: Rand Fillleveldb: Rand Readleveldb: Seek Randleveldb: Rand Deleteleveldb: Seq Fillleveldb: Seq Fillintel-mpi: IMB-P2P PingPongintel-mpi: IMB-MPI1 Exchangeintel-mpi: IMB-MPI1 Exchangeintel-mpi: IMB-MPI1 PingPongintel-mpi: IMB-MPI1 Sendrecvintel-mpi: IMB-MPI1 Sendrecvgromacs: Water Benchmarktensorflow: Cifar10sqlite-speedtest: Timed Time - Size 1,000gegl: Cropgegl: Scalegegl: Cartoongegl: Reflectgegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesinkscape: SVG Files To PNGlibreoffice: 20 Documents To PDFrawtherapee: Total Benchmark Timenumenta-nab: EXPoSEnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointhbase: Increment - 1hbase: Increment - 1hbase: Rand Read - 1hbase: Rand Read - 1hbase: Rand Write - 1hbase: Rand Write - 1hbase: Seq Read - 1hbase: Seq Read - 1hbase: Seq Write - 1hbase: Seq Write - 1hbase: Async Rand Read - 1hbase: Async Rand Read - 1hbase: Async Rand Write - 1hbase: Async Rand Write - 1mlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: Core i7 6800K38.006184.03298.3752825.254012.7454014668.9733.00526890.3873.99412116.4655.4776269.4641.72313715.9842.51627926.4542.28092394.3895.0854.277623.920607476.4795101.5976620.1606306.2676434.00625247.33423280.0435471.8965916.45711808.5663655.8341267906228618701165301586486.58847.50027.88447.15739.61238.30125.3719.2953.6638.342.4603415.003637.16872631.62997.335172.03664.19091.71117.73632.20288.38111.050619.895156.90141297.761658.981305.181666.421269.951791.257.8990.34123.53813.3100.17513.2100.2817.9379.65999.78713.2100.8905759850.86956525747.20164.763859.464370.43100.510.63875.9976.83910.2877.351110.53936.06345.14635.60072.47167.65047.63531.9369.25374.390871.11531.31720.156194.72767.792342529164531534634521664014955120176475153231743055.5259.3613.423.7310.870OpenBenchmarking.org

SQLite

This is a simple benchmark of SQLite. At present this test profile just measures the time to perform a pre-defined number of insertions on an indexed database. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Core i7 6800K918273645SE +/- 0.42, N = 738.011. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

IOR

IOR is a parallel I/O storage benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestCore i7 6800K4080120160200SE +/- 1.15, N = 3184.03MIN: 49.32 / MAX: 202.751. (CC) gcc options: -O2 -lm -pthread -lmpi

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestCore i7 6800K60120180240300SE +/- 1.92, N = 3298.37MIN: 290.31 / MAX: 319.291. (CC) gcc options: -O2 -lm -pthread -lmpi

PostMark

This is a test of NetApp's PostMark benchmark designed to simulate small-file testing similar to the tasks endured by web and mail servers. This test profile will set PostMark to perform 25,000 transactions with 500 files simultaneously with the file sizes ranging between 5 and 512 kilobytes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction PerformanceCore i7 6800K11002200330044005500SE +/- 37.00, N = 352821. (CC) gcc options: -O3

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 3.1Core i7 6800K1.18222.36443.54664.72885.911SE +/- 0.00264, N = 35.254011. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 2.13ATPase Simulation - 327,506 AtomsCore i7 6800K0.61771.23541.85312.47083.0885SE +/- 0.00393, N = 32.74540

SMHasher

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashCore i7 6800K3K6K9K12K15KSE +/- 121.78, N = 314668.971. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashCore i7 6800K816243240SE +/- 0.00, N = 333.011. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: MeowHashCore i7 6800K6K12K18K24K30KSE +/- 305.88, N = 326890.381. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: MeowHashCore i7 6800K1632486480SE +/- 0.00, N = 373.991. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: Spooky32Core i7 6800K3K6K9K12K15KSE +/- 203.39, N = 312116.461. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: Spooky32Core i7 6800K1224364860SE +/- 0.01, N = 355.481. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: fasthash32Core i7 6800K13002600390052006500SE +/- 11.58, N = 36269.461. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: fasthash32Core i7 6800K1020304050SE +/- 0.00, N = 341.721. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceCore i7 6800K3K6K9K12K15KSE +/- 83.32, N = 313715.981. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceCore i7 6800K1020304050SE +/- 0.00, N = 342.521. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Core i7 6800K6K12K18K24K30KSE +/- 312.67, N = 1527926.451. (CXX) g++ options: -march=native -O3 -lpthread

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Core i7 6800K1020304050SE +/- 0.00, N = 1542.281. (CXX) g++ options: -march=native -O3 -lpthread

Algebraic Multi-Grid Benchmark

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

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid BenchmarkCore i7 6800K20K40K60K80K100KSE +/- 152.27, N = 392394.381. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisCore i7 6800K20406080100SE +/- 0.01, N = 395.091. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

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 9Jan2020Model: Rhodopsin ProteinCore i7 6800K0.96231.92462.88693.84924.8115SE +/- 0.010, N = 34.2771. (CXX) g++ options: -O3 -rdynamic -ljpeg -lpng -lz -lfftw3 -lm

LULESH

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

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Core i7 6800K130260390520650SE +/- 2.64, N = 3623.921. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyCore i7 6800K16003200480064008000SE +/- 51.29, N = 257476.48

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Random ForestCore i7 6800K11002200330044005500SE +/- 39.39, N = 55101.60

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Twitter FinagleCore i7 6800K14002800420056007000SE +/- 34.29, N = 56620.16

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark ALSCore i7 6800K14002800420056007000SE +/- 57.19, N = 56306.27

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesCore i7 6800K14002800420056007000SE +/- 61.70, N = 256434.01

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Savina Reactors.IOCore i7 6800K5K10K15K20K25KSE +/- 317.19, N = 525247.33

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark PageRankCore i7 6800K5K10K15K20K25KSE +/- 162.82, N = 523280.04

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Twitter HTTP RequestsCore i7 6800K12002400360048006000SE +/- 47.19, N = 125471.90

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: In-Memory Database ShootoutCore i7 6800K13002600390052006500SE +/- 37.18, N = 255916.46

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Akka Unbalanced Cobwebbed TreeCore i7 6800K3K6K9K12K15KSE +/- 75.76, N = 2511808.57

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Genetic Algorithm Using Jenetics + FuturesCore i7 6800K8001600240032004000SE +/- 24.06, N = 53655.83

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 PerformanceCore i7 6800K300K600K900K1200K1500KSE +/- 714.52, N = 512679061. (CC) gcc options: -O3 -march=native

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlCore i7 6800K501001502002502281. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateCore i7 6800K1302603905206506181. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenCore i7 6800K1632486480701. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedCore i7 6800K3060901201501161. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingCore i7 6800K110220330440550SE +/- 0.33, N = 35301. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianCore i7 6800K306090120150SE +/- 0.33, N = 31581. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceCore i7 6800K1402804205607006481. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: CrownCore i7 6800K246810SE +/- 0.0047, N = 36.5884MIN: 6.55 / MAX: 6.68

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: CrownCore i7 6800K246810SE +/- 0.0045, N = 37.5002MIN: 7.46 / MAX: 7.63

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian DragonCore i7 6800K246810SE +/- 0.0669, N = 37.8844MIN: 7.73 / MAX: 8.02

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon ObjCore i7 6800K246810SE +/- 0.0106, N = 37.1573MIN: 7.12 / MAX: 7.24

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian DragonCore i7 6800K3691215SE +/- 0.0061, N = 39.6123MIN: 9.57 / MAX: 9.72

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon ObjCore i7 6800K246810SE +/- 0.0086, N = 38.3012MIN: 8.25 / MAX: 8.43

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0Core i7 6800K1.20832.41663.62494.83326.0415SE +/- 0.01, N = 35.371. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Core i7 6800K510152025SE +/- 0.02, N = 319.291. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

x264

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingCore i7 6800K1224364860SE +/- 0.79, N = 453.661. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x265

This is a simple test of the x265 encoder run on the CPU with a sample 1080p video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingCore i7 6800K918273645SE +/- 0.11, N = 338.341. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateCore i7 6800K0.55361.10721.66082.21442.768SE +/- 0.024548, N = 152.4603411. (CC) gcc options: -O3 -march=native -fopenmp

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 1.0.0Scene: MemorialCore i7 6800K1.1252.253.3754.55.625SE +/- 0.00, N = 35.00

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 SolverCore i7 6800K8001600240032004000SE +/- 2.62, N = 33637.171. (CC) gcc options: -O3 -mavx2

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileCore i7 6800K714212835SE +/- 0.02, N = 331.63

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileCore i7 6800K20406080100SE +/- 0.42, N = 397.34

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 CompileCore i7 6800K4080120160200SE +/- 1.72, N = 3172.04

Timed MPlayer Compilation

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileCore i7 6800K1428425670SE +/- 0.04, N = 364.19

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileCore i7 6800K20406080100SE +/- 0.07, N = 391.71

Smallpt

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesCore i7 6800K48121620SE +/- 0.01, N = 317.741. (CXX) g++ options: -fopenmp -O3

rays1bench

This is a test of rays1bench, a simple path-tracer / ray-tracing that supports SSE and AVX instructions, multi-threading, and other features. This test profile is measuring the performance of the "large scene" in rays1bench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneCore i7 6800K714212835SE +/- 0.01, N = 332.20

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 BenchmarkCore i7 6800K60120180240300SE +/- 0.80, N = 3288.38

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUCore i7 6800K20406080100SE +/- 0.40, N = 3111.05

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Core i7 6800K3691215SE +/- 0.005, N = 39.8951. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

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 TimeCore i7 6800K306090120150SE +/- 0.03, N = 3156.901. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

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 MT - GriddingCore i7 6800K30060090012001500SE +/- 2.20, N = 31297.761. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - DegriddingCore i7 6800K400800120016002000SE +/- 7.50, N = 31658.981. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingCore i7 6800K30060090012001500SE +/- 0.61, N = 31305.181. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - DegriddingCore i7 6800K400800120016002000SE +/- 0.58, N = 31666.421. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - GriddingCore i7 6800K30060090012001500SE +/- 5.35, N = 31269.951. (CXX) g++ options: -lpthread

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - DegriddingCore i7 6800K400800120016002000SE +/- 16.21, N = 31791.251. (CXX) g++ options: -lpthread

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadCore i7 6800K246810SE +/- 0.100, N = 57.8991. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncCore i7 6800K0.06750.1350.20250.270.3375SE +/- 0.00, N = 30.31. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill SyncCore i7 6800K9001800270036004500SE +/- 27.68, N = 34123.541. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwriteCore i7 6800K3691215SE +/- 0.03, N = 313.31. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwriteCore i7 6800K20406080100SE +/- 0.23, N = 3100.181. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillCore i7 6800K3691215SE +/- 0.03, N = 313.21. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillCore i7 6800K20406080100SE +/- 0.46, N = 3100.281. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadCore i7 6800K246810SE +/- 0.072, N = 107.9371. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomCore i7 6800K3691215SE +/- 0.027, N = 39.6591. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeleteCore i7 6800K20406080100SE +/- 0.12, N = 399.791. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillCore i7 6800K3691215SE +/- 0.09, N = 313.21. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillCore i7 6800K20406080100SE +/- 0.77, N = 3100.891. (CXX) g++ options: -O3 -lsnappy -lpthread

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPongCore i7 6800K1.2M2.4M3.6M4.8M6MSE +/- 24019.48, N = 35759850.87MIN: 1936 / MAX: 142327951. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 ExchangeCore i7 6800K12002400360048006000SE +/- 17.29, N = 35747.20MAX: 19879.261. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage usec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 ExchangeCore i7 6800K4080120160200SE +/- 1.20, N = 3164.76MIN: 0.4 / MAX: 3149.431. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 PingPongCore i7 6800K8001600240032004000SE +/- 17.54, N = 33859.46MIN: 9.37 / MAX: 11146.111. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage Mbytes/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 SendrecvCore i7 6800K9001800270036004500SE +/- 23.49, N = 34370.43MAX: 16540.861. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgAverage usec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-MPI1 SendrecvCore i7 6800K20406080100SE +/- 1.27, N = 3100.51MIN: 0.24 / MAX: 1856.651. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi

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 2020Water BenchmarkCore i7 6800K0.14360.28720.43080.57440.718SE +/- 0.001, N = 30.6381. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Tensorflow

This is a benchmark of the Tensorflow deep learning framework using the CIFAR10 data set. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTensorflowBuild: Cifar10Core i7 6800K20406080100SE +/- 0.18, N = 375.99

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 1,000Core i7 6800K20406080100SE +/- 0.08, N = 376.841. (CC) gcc options: -O2 -ldl -lz -lpthread

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropCore i7 6800K3691215SE +/- 0.09, N = 310.29

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleCore i7 6800K246810SE +/- 0.062, N = 37.351

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonCore i7 6800K20406080100SE +/- 1.51, N = 3110.54

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectCore i7 6800K816243240SE +/- 0.01, N = 336.06

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasCore i7 6800K1020304050SE +/- 0.07, N = 345.15

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassCore i7 6800K816243240SE +/- 0.51, N = 335.60

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurCore i7 6800K1632486480SE +/- 0.75, N = 372.47

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceCore i7 6800K1530456075SE +/- 0.05, N = 367.65

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesCore i7 6800K1122334455SE +/- 0.42, N = 347.64

Inkscape

Inkscape is an open-source vector graphics editor. This test profile times how long it takes to complete various operations by Inkscape. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGCore i7 6800K714212835SE +/- 0.13, N = 331.941. Inkscape 0.92.4 (5da689c313, 2019-01-14)

LibreOffice

Various benchmarking operations with the LibreOffice open-source office suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFCore i7 6800K3691215SE +/- 0.077, N = 239.2531. LibreOffice 6.2.7.1 20(Build:1)

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeCore i7 6800K20406080100SE +/- 0.06, N = 374.391. RawTherapee, version 5.5, command line. An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] -js<1-3> | -t[z] -b<8|16|16f|32> | -n -b<8|16> ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or folders. When specifying folders, Rawtherapee will look for image file types which comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16|16f|32> Specify bit depth per channel. 8 = 8-bit integer. Applies to JPEG, PNG and TIFF. Default for JPEG and PNG. 16 = 16-bit integer. Applies to TIFF and PNG. Default for TIFF. 16f = 16-bit float. Applies to TIFF. 32 = 32-bit float. Applies to TIFF. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to PNG_FILTER_PAETH, Z_RLE. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line.

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSECore i7 6800K2004006008001000SE +/- 2.01, N = 3871.12

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyCore i7 6800K714212835SE +/- 0.41, N = 331.32

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianCore i7 6800K510152025SE +/- 0.15, N = 320.16

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineCore i7 6800K4080120160200SE +/- 2.68, N = 4194.73

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointCore i7 6800K1530456075SE +/- 0.38, N = 367.79

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 1Core i7 6800K7001400210028003500SE +/- 43.68, N = 153425

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 1Core i7 6800K60120180240300SE +/- 3.56, N = 15291

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 1Core i7 6800K14002800420056007000SE +/- 79.20, N = 56453

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 1Core i7 6800K306090120150SE +/- 1.90, N = 5153

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 1Core i7 6800K10K20K30K40K50KSE +/- 954.25, N = 1546345

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 1Core i7 6800K51015202521

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1Core i7 6800K14002800420056007000SE +/- 64.18, N = 36640

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1Core i7 6800K306090120150SE +/- 1.53, N = 3149

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 1Core i7 6800K12K24K36K48K60KSE +/- 1084.33, N = 1555120

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 1Core i7 6800K48121620SE +/- 0.42, N = 1517

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 1Core i7 6800K14002800420056007000SE +/- 98.34, N = 36475

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 1Core i7 6800K306090120150SE +/- 2.19, N = 3153

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 1Core i7 6800K5001000150020002500SE +/- 42.00, N = 22317

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 1Core i7 6800K90180270360450SE +/- 8.00, N = 2430

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaCore i7 6800K1224364860SE +/- 0.04, N = 355.52

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaCore i7 6800K1326395265SE +/- 0.13, N = 359.36

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmCore i7 6800K3691215SE +/- 0.04, N = 313.42

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionCore i7 6800K0.83931.67862.51793.35724.1965SE +/- 0.03, N = 33.73

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Core i7 6800K3691215SE +/- 0.03, N = 310.87

128 Results Shown

SQLite
IOR:
  Write Test
  Read Test
PostMark
High Performance Conjugate Gradient
NAMD
SMHasher:
  wyhash:
    MiB/sec
    cycles/hash
  MeowHash:
    MiB/sec
    cycles/hash
  Spooky32:
    MiB/sec
    cycles/hash
  fasthash32:
    MiB/sec
    cycles/hash
  t1ha2_atonce:
    MiB/sec
    cycles/hash
  t1ha0_aes_avx2:
    MiB/sec
    cycles/hash
Algebraic Multi-Grid Benchmark
Timed MrBayes Analysis
LAMMPS Molecular Dynamics Simulator
LULESH
Renaissance:
  Scala Dotty
  Rand Forest
  Twitter Finagle
  Apache Spark ALS
  Apache Spark Bayes
  Savina Reactors.IO
  Apache Spark PageRank
  Twitter HTTP Requests
  In-Memory Database Shootout
  Akka Unbalanced Cobwebbed Tree
  Genetic Algorithm Using Jenetics + Futures
TSCP
GraphicsMagick:
  Swirl
  Rotate
  Sharpen
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
VP9 libvpx Encoding:
  Speed 0
  Speed 5
x264
x265
ACES DGEMM
Intel Open Image Denoise
Himeno Benchmark
Timed Apache Compilation
Timed FFmpeg Compilation
Timed GDB GNU Debugger Compilation
Timed MPlayer Compilation
Timed PHP Compilation
Smallpt
rays1bench
Numpy Benchmark
DeepSpeech
LAME MP3 Encoding
Tachyon
ASKAP:
  tConvolve MT - Gridding
  tConvolve MT - Degridding
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
LevelDB:
  Hot Read
  Fill Sync
  Fill Sync
  Overwrite
  Overwrite
  Rand Fill
  Rand Fill
  Rand Read
  Seek Rand
  Rand Delete
  Seq Fill
  Seq Fill
Intel MPI Benchmarks:
  IMB-P2P PingPong
  IMB-MPI1 Exchange
  IMB-MPI1 Exchange
  IMB-MPI1 PingPong
  IMB-MPI1 Sendrecv
  IMB-MPI1 Sendrecv
GROMACS
Tensorflow
SQLite Speedtest
GEGL:
  Crop
  Scale
  Cartoon
  Reflect
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
Inkscape
LibreOffice
RawTherapee
Numenta Anomaly Benchmark:
  EXPoSE
  Relative Entropy
  Windowed Gaussian
  Earthgecko Skyline
  Bayesian Changepoint
Apache HBase:
  Increment - 1:
    Rows Per Second
    Microseconds - Average Latency
  Rand Read - 1:
    Rows Per Second
    Microseconds - Average Latency
  Rand Write - 1:
    Rows Per Second
    Microseconds - Average Latency
  Seq Read - 1:
    Rows Per Second
    Microseconds - Average Latency
  Seq Write - 1:
    Rows Per Second
    Microseconds - Average Latency
  Async Rand Read - 1:
    Rows Per Second
    Microseconds - Average Latency
  Async Rand Write - 1:
    Rows Per Second
    Microseconds - Average Latency
Mlpack Benchmark:
  scikit_ica
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
Scikit-Learn