Oktoberfest Benchmarks

Intel Xeon Gold 5218R testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 18.04 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 2010183-FI-OKTOBERFE24
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C/C++ Compiler Tests 5 Tests
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Fortran Tests 4 Tests
HPC - High Performance Computing 13 Tests
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MPI Benchmarks 3 Tests
Multi-Core 5 Tests
NVIDIA GPU Compute 2 Tests
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Speech 2 Tests
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Xeon Gold 6248R 2P
October 11 2020
  7 Hours, 31 Minutes
Xeon Gold 6248R
October 13 2020
  2 Hours, 31 Minutes
Xeon Gold 6238R
October 14 2020
  6 Hours, 4 Minutes
Xeon Gold 6238R 2P
October 15 2020
  6 Hours, 27 Minutes
Xeon Gold 5218R
October 18 2020
  6 Hours, 19 Minutes
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  5 Hours, 47 Minutes

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Oktoberfest BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R2 x Intel Xeon Gold 6248R @ 4.00GHz (48 Cores / 96 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers378GB3841GB Micron_9300_MTFDHAL3T8TDPllvmpipeVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 18.045.3.0-40-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.8 (LLVM 9.0 256 bits)GCC 7.4.0ext41920x1080Intel Xeon Gold 6248R @ 4.00GHz (24 Cores / 48 Threads)188GBIntel Xeon Gold 6238R @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Gold 6238R @ 4.00GHz (56 Cores / 112 Threads)378GBIntel Xeon Gold 5218R @ 4.00GHz (20 Cores / 40 Threads)188GBOpenBenchmarking.orgCompiler 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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_pstate performance - CPU Microcode: 0x500002cPython Details- Python 2.7.17 + Python 3.6.9Security Details- itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218RResult OverviewPhoronix Test Suite100%152%203%255%GROMACSNAMDFFTELAMMPS Molecular Dynamics SimulatorCaffeTimed LLVM CompilationIncompact3DTimed HMMer SearchZstd CompressionLibRawBYTE Unix BenchmarkeSpeak-NG Speech EngineDolfyn

Oktoberfest Benchmarksnamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchincompact3d: Cylinderlammps: 20k Atomslammps: Rhodopsin Proteinbyte: Dhrystone 2compress-zstd: 3compress-zstd: 19libraw: Post-Processing Benchmarkbuild-llvm: Time To Compileespeak: Text-To-Speech Synthesisgromacs: Water Benchmarkcaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: AlexNet - CPU - 1000caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200caffe: GoogleNet - CPU - 1000mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3hint: FLOATkripke: influxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000webp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionrnnoise: tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R0.4068424.213171707.22905522154.090145.07098425.02125.46935054050.75261.5120.231.01214.20333.5515.6086906113750366140816140531622815707079.29233.2334.7435.61730.951388653310.63822616862931390585.91557067.71540866.01.6882.65420.0638.32244.69028.55766350.0949500114534.754627.454092.3826869340.005335.1740.7838024.05797742.255800194136.415189.70092814.72514.81234613847.86376.4108.031.94321.13733.5702.783676401349616679181614723249320.8323424.17893422.452143998153.362207.98629313.88013.72534163957.66250.9112.731.45329.65133.5192.7637927415825379523917062535121117149507.83937.8304.9427.82427.848390763819.97618723822401491663.61518083.51515284.11.6892.64719.8388.29243.29328.561112774168324713269382668.684287.01526030347.302335.3420.4411624.139144697.57624981177.507166.68391922.49822.66633718880.55173.3116.430.50221.65533.9295.29067905133793658370165226329066165726310.15434.8285.3176.01332.697389105662.48722619170661387683.01549599.31530173.71.6902.65220.0808.30244.40128.5621.1478824.22968831.904973558151.534258.12956810.04510.25634604473.75779.691.131.90415.18133.3831.8317935515878578316419058538374419164808.62340.5005.0038.36533.933386756965.15184666590171376210.51408399.61408533.71.6942.64319.9948.29343.58728.60415094522640471501181091661128632004277349.420335.531OpenBenchmarking.org

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 AtomsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R0.25830.51660.77491.03321.2915SE +/- 0.00250, N = 3SE +/- 0.00118, N = 3SE +/- 0.00218, N = 3SE +/- 0.00495, N = 3SE +/- 0.00193, N = 30.406840.783800.832340.441161.14788
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810Min: 0.4 / Avg: 0.41 / Max: 0.41Min: 0.78 / Avg: 0.78 / Max: 0.79Min: 0.83 / Avg: 0.83 / Max: 0.84Min: 0.44 / Avg: 0.44 / Max: 0.45Min: 1.14 / Avg: 1.15 / Max: 1.15

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 DynamicsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 324.2124.0624.1824.1424.23
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430Min: 24.16 / Avg: 24.21 / Max: 24.32Min: 24 / Avg: 24.06 / Max: 24.14Min: 24.1 / Avg: 24.18 / Max: 24.27Min: 24.11 / Avg: 24.14 / Max: 24.17Min: 24.16 / Avg: 24.23 / Max: 24.31

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 RoutineXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R40K80K120K160K200KSE +/- 883.58, N = 3SE +/- 475.30, N = 3SE +/- 46.19, N = 3SE +/- 1803.71, N = 3SE +/- 634.62, N = 3171707.2397742.2693422.45144697.5868831.901. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R30K60K90K120K150KMin: 170714.06 / Avg: 171707.23 / Max: 173469.65Min: 96832.92 / Avg: 97742.26 / Max: 98436.83Min: 93372.56 / Avg: 93422.45 / Max: 93514.73Min: 141783.65 / Avg: 144697.58 / Max: 147996.24Min: 68179.48 / Avg: 68831.9 / Max: 70100.971. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R4080120160200SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3154.09136.42153.36177.51151.531. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R306090120150Min: 153.7 / Avg: 154.09 / Max: 154.58Min: 136.37 / Avg: 136.42 / Max: 136.48Min: 153.29 / Avg: 153.36 / Max: 153.43Min: 177.29 / Avg: 177.51 / Max: 177.85Min: 151.46 / Avg: 151.53 / Max: 151.641. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Incompact3D

Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R60120180240300SE +/- 0.37, N = 3SE +/- 0.35, N = 3SE +/- 0.53, N = 3SE +/- 0.50, N = 3SE +/- 0.45, N = 3145.07189.70207.99166.68258.131. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R50100150200250Min: 144.33 / Avg: 145.07 / Max: 145.56Min: 189.25 / Avg: 189.7 / Max: 190.4Min: 206.99 / Avg: 207.99 / Max: 208.82Min: 165.97 / Avg: 166.68 / Max: 167.64Min: 257.24 / Avg: 258.13 / Max: 258.711. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

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 24Aug2020Model: 20k AtomsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 325.0214.7313.8822.5010.051. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430Min: 24.99 / Avg: 25.02 / Max: 25.04Min: 14.7 / Avg: 14.72 / Max: 14.75Min: 13.86 / Avg: 13.88 / Max: 13.9Min: 22.47 / Avg: 22.5 / Max: 22.53Min: 10.03 / Avg: 10.04 / Max: 10.081. (CXX) g++ options: -O3 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430SE +/- 0.22, N = 11SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 4SE +/- 0.01, N = 325.4714.8113.7322.6710.261. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430Min: 23.73 / Avg: 25.47 / Max: 26.08Min: 14.81 / Avg: 14.81 / Max: 14.82Min: 13.6 / Avg: 13.73 / Max: 13.84Min: 21.78 / Avg: 22.67 / Max: 23.16Min: 10.24 / Avg: 10.26 / Max: 10.271. (CXX) g++ options: -O3 -pthread -lm

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 2Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R8M16M24M32M40MSE +/- 50760.28, N = 3SE +/- 476123.43, N = 3SE +/- 461229.97, N = 3SE +/- 2040.61, N = 3SE +/- 478792.31, N = 335054050.734613847.834163957.633718880.534604473.7
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R6M12M18M24M30MMin: 34952888.6 / Avg: 35054050.67 / Max: 35112013.8Min: 33661605.9 / Avg: 34613847.83 / Max: 35092621.6Min: 33692237.3 / Avg: 34163957.6 / Max: 35086337.4Min: 33716588.9 / Avg: 33718880.53 / Max: 33722951Min: 33646889.4 / Avg: 34604473.7 / Max: 35083944

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: 3Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R14002800420056007000SE +/- 76.69, N = 15SE +/- 56.18, N = 3SE +/- 20.57, N = 3SE +/- 71.23, N = 15SE +/- 16.26, N = 35261.56376.46250.95173.35779.61. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R11002200330044005500Min: 4856.3 / Avg: 5261.49 / Max: 5808Min: 6279.3 / Avg: 6376.37 / Max: 6473.9Min: 6212.3 / Avg: 6250.93 / Max: 6282.5Min: 4787.1 / Avg: 5173.34 / Max: 5627.7Min: 5747.4 / Avg: 5779.6 / Max: 5799.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R306090120150SE +/- 1.47, N = 6SE +/- 0.37, N = 3SE +/- 0.42, N = 3SE +/- 1.59, N = 4SE +/- 0.46, N = 3120.2108.0112.7116.491.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R20406080100Min: 115.8 / Avg: 120.18 / Max: 125.6Min: 107.3 / Avg: 108.03 / Max: 108.4Min: 111.9 / Avg: 112.73 / Max: 113.2Min: 112.8 / Avg: 116.4 / Max: 119.8Min: 90.2 / Avg: 91.1 / Max: 91.71. (CC) gcc options: -O3 -pthread -lz -llzma

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 331.0131.9431.4530.5031.901. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835Min: 30.96 / Avg: 31.01 / Max: 31.09Min: 31.92 / Avg: 31.94 / Max: 31.96Min: 31.35 / Avg: 31.45 / Max: 31.59Min: 30.48 / Avg: 30.5 / Max: 30.51Min: 31.87 / Avg: 31.9 / Max: 31.921. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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 CompileXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R90180270360450SE +/- 0.18, N = 3SE +/- 1.19, N = 3SE +/- 2.48, N = 3SE +/- 1.53, N = 3SE +/- 3.41, N = 3214.20321.14329.65221.66415.18
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R70140210280350Min: 214 / Avg: 214.2 / Max: 214.57Min: 319.1 / Avg: 321.14 / Max: 323.21Min: 325.42 / Avg: 329.65 / Max: 334Min: 219.49 / Avg: 221.65 / Max: 224.62Min: 408.51 / Avg: 415.18 / Max: 419.78

eSpeak-NG Speech Engine

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R816243240SE +/- 0.14, N = 4SE +/- 0.06, N = 4SE +/- 0.11, N = 4SE +/- 0.05, N = 4SE +/- 0.06, N = 433.5533.5733.5233.9333.381. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835Min: 33.26 / Avg: 33.55 / Max: 33.9Min: 33.45 / Avg: 33.57 / Max: 33.7Min: 33.28 / Avg: 33.52 / Max: 33.74Min: 33.79 / Avg: 33.93 / Max: 34.02Min: 33.26 / Avg: 33.38 / Max: 33.541. (CC) gcc options: -O2 -std=c99

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 BenchmarkXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R1.26182.52363.78545.04726.309SE +/- 0.008, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.014, N = 3SE +/- 0.001, N = 35.6082.7832.7635.2901.8311. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkXeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810Min: 5.59 / Avg: 5.61 / Max: 5.62Min: 2.78 / Avg: 2.78 / Max: 2.79Min: 2.76 / Avg: 2.76 / Max: 2.77Min: 5.27 / Avg: 5.29 / Max: 5.32Min: 1.83 / Avg: 1.83 / Max: 1.831. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R20K40K60K80K100KSE +/- 679.62, N = 15SE +/- 525.79, N = 3SE +/- 106.69, N = 3SE +/- 948.15, N = 3SE +/- 790.59, N = 369061676407927467905793551. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R14K28K42K56K70KMin: 65535 / Avg: 69061.33 / Max: 73630Min: 67038 / Avg: 67640.33 / Max: 68688Min: 79063 / Avg: 79274 / Max: 79407Min: 66616 / Avg: 67905 / Max: 69754Min: 78277 / Avg: 79355.33 / Max: 808961. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R30K60K90K120K150KSE +/- 1416.77, N = 12SE +/- 621.35, N = 3SE +/- 175.20, N = 3SE +/- 1516.35, N = 3SE +/- 2590.80, N = 31375031349611582531337931587851. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R30K60K90K120K150KMin: 132068 / Avg: 137503.17 / Max: 147107Min: 133727 / Avg: 134960.67 / Max: 135707Min: 157971 / Avg: 158252.67 / Max: 158574Min: 131658 / Avg: 133793.33 / Max: 136726Min: 155643 / Avg: 158784.67 / Max: 1639241. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R200K400K600K800K1000KSE +/- 8903.19, N = 3SE +/- 2004.86, N = 3SE +/- 1442.80, N = 3SE +/- 3870.34, N = 3SE +/- 1261.78, N = 36614086679187952396583707831641. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R140K280K420K560K700KMin: 649089 / Avg: 661407.67 / Max: 678702Min: 664365 / Avg: 667918 / Max: 671304Min: 793698 / Avg: 795238.67 / Max: 798122Min: 650668 / Avg: 658370.33 / Max: 662888Min: 781102 / Avg: 783164.33 / Max: 7854551. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R40K80K120K160K200KSE +/- 1032.51, N = 3SE +/- 309.60, N = 3SE +/- 2028.73, N = 6SE +/- 2147.88, N = 3SE +/- 222.63, N = 31614051614721706251652261905851. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R30K60K90K120K150KMin: 160061 / Avg: 161405.33 / Max: 163435Min: 160966 / Avg: 161471.67 / Max: 162034Min: 165325 / Avg: 170624.83 / Max: 175795Min: 161573 / Avg: 165226 / Max: 169010Min: 190286 / Avg: 190584.67 / Max: 1910201. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R80K160K240K320K400KSE +/- 2932.90, N = 3SE +/- 701.60, N = 3SE +/- 1507.47, N = 3SE +/- 3176.78, N = 3SE +/- 3066.51, N = 33162283249323512113290663837441. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Xeon Gold 6248R 2PXeon Gold 6248RXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R70K140K210K280K350KMin: 311887 / Avg: 316228 / Max: 321815Min: 324048 / Avg: 324932.33 / Max: 326318Min: 348543 / Avg: 351211.33 / Max: 353761Min: 324489 / Avg: 329066.33 / Max: 335171Min: 377616 / Avg: 383744 / Max: 3870231. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R400K800K1200K1600K2000KSE +/- 2058.13, N = 3SE +/- 26683.74, N = 3SE +/- 26965.50, N = 3SE +/- 8741.29, N = 315707071714950165726319164801. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 1000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KMin: 1567040 / Avg: 1570706.67 / Max: 1574160Min: 1661700 / Avg: 1714950 / Max: 1744640Min: 1607210 / Avg: 1657263.33 / Max: 1699680Min: 1907480 / Avg: 1916480 / Max: 19339601. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lpthread -lglog -lgflags -lsz -lz -ldl -lm -lprotobuf -llmdb -lopenblas

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R3691215SE +/- 0.289, N = 12SE +/- 0.099, N = 5SE +/- 0.223, N = 12SE +/- 0.019, N = 39.2927.83910.1548.623MIN: 7.06 / MAX: 24.95MIN: 7.1 / MAX: 8.46MIN: 6.99 / MAX: 31.1MIN: 8 / MAX: 9.811. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R3691215Min: 7.51 / Avg: 9.29 / Max: 10.64Min: 7.45 / Avg: 7.84 / Max: 7.96Min: 8.64 / Avg: 10.15 / Max: 10.97Min: 8.59 / Avg: 8.62 / Max: 8.661. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R918273645SE +/- 0.33, N = 12SE +/- 1.34, N = 5SE +/- 0.15, N = 12SE +/- 0.07, N = 333.2337.8334.8340.50MIN: 30.1 / MAX: 100.89MIN: 32.28 / MAX: 40.1MIN: 33.5 / MAX: 118.66MIN: 39.66 / MAX: 44.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R816243240Min: 30.41 / Avg: 33.23 / Max: 34.37Min: 32.53 / Avg: 37.83 / Max: 39.56Min: 33.9 / Avg: 34.83 / Max: 35.78Min: 40.36 / Avg: 40.5 / Max: 40.581. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R1.19632.39263.58894.78525.9815SE +/- 0.106, N = 12SE +/- 0.128, N = 5SE +/- 0.134, N = 12SE +/- 0.005, N = 34.7434.9425.3175.003MIN: 3.55 / MAX: 15.55MIN: 4.11 / MAX: 5.51MIN: 4.13 / MAX: 16.24MIN: 4.7 / MAX: 6.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810Min: 4.33 / Avg: 4.74 / Max: 5.44Min: 4.43 / Avg: 4.94 / Max: 5.1Min: 4.75 / Avg: 5.32 / Max: 6.3Min: 4.99 / Avg: 5 / Max: 5.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810SE +/- 0.017, N = 12SE +/- 0.479, N = 5SE +/- 0.030, N = 12SE +/- 0.012, N = 35.6177.8246.0138.365MIN: 5.02 / MAX: 15.02MIN: 5.57 / MAX: 9.05MIN: 5.37 / MAX: 21.58MIN: 8.23 / MAX: 8.571. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R3691215Min: 5.51 / Avg: 5.62 / Max: 5.69Min: 5.91 / Avg: 7.82 / Max: 8.41Min: 5.88 / Avg: 6.01 / Max: 6.26Min: 8.34 / Avg: 8.37 / Max: 8.381. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R816243240SE +/- 0.27, N = 12SE +/- 0.22, N = 5SE +/- 0.13, N = 12SE +/- 0.03, N = 330.9527.8532.7033.93MIN: 27.96 / MAX: 128.45MIN: 26.75 / MAX: 34.4MIN: 30.82 / MAX: 128.47MIN: 33.04 / MAX: 36.271. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835Min: 28.38 / Avg: 30.95 / Max: 32.03Min: 27.34 / Avg: 27.85 / Max: 28.65Min: 31.62 / Avg: 32.7 / Max: 33.16Min: 33.88 / Avg: 33.93 / Max: 33.961. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

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: FLOATXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R80M160M240M320M400MSE +/- 718938.87, N = 3SE +/- 213601.47, N = 3SE +/- 206059.64, N = 3SE +/- 1410561.73, N = 3388653310.64390763819.98389105662.49386756965.151. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R70M140M210M280M350MMin: 387249524.46 / Avg: 388653310.64 / Max: 389624754.42Min: 390503891.31 / Avg: 390763819.98 / Max: 391187390.48Min: 388778374.9 / Avg: 389105662.49 / Max: 389486202.24Min: 383949511.65 / Avg: 386756965.15 / Max: 388400914.211. (CC) gcc options: -O3 -march=native -lm

Kripke

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R16M32M48M64M80MSE +/- 356532.77, N = 3SE +/- 69059.27, N = 3SE +/- 1342678.29, N = 12SE +/- 143580.45, N = 3616862937238224061917066666590171. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R13M26M39M52M65MMin: 61001680 / Avg: 61686293.33 / Max: 62201300Min: 72261130 / Avg: 72382240 / Max: 72500300Min: 53263590 / Avg: 61917065.83 / Max: 68976170Min: 66378110 / Avg: 66659016.67 / Max: 668510901. (CXX) g++ options: -O3 -fopenmp

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: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KSE +/- 3262.37, N = 3SE +/- 803.44, N = 3SE +/- 4589.84, N = 3SE +/- 2754.24, N = 31390585.91491663.61387683.01376210.5
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KMin: 1384153 / Avg: 1390585.87 / Max: 1394747.2Min: 1490505.9 / Avg: 1491663.6 / Max: 1493207.5Min: 1378505.8 / Avg: 1387683 / Max: 1392456.5Min: 1372515.3 / Avg: 1376210.53 / Max: 1381596

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KSE +/- 4433.07, N = 3SE +/- 667.44, N = 3SE +/- 397.63, N = 3SE +/- 3929.86, N = 31557067.71518083.51549599.31408399.6
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KMin: 1548225.9 / Avg: 1557067.73 / Max: 1562056.9Min: 1517227.1 / Avg: 1518083.53 / Max: 1519398.5Min: 1548821.7 / Avg: 1549599.3 / Max: 1550132.4Min: 1400806.2 / Avg: 1408399.6 / Max: 1413953.2

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KSE +/- 5874.84, N = 3SE +/- 3957.10, N = 3SE +/- 5728.78, N = 3SE +/- 4174.25, N = 31540866.01515284.11530173.71408533.7
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R300K600K900K1200K1500KMin: 1531271.3 / Avg: 1540866 / Max: 1551536.8Min: 1507371.9 / Avg: 1515284.13 / Max: 1519393Min: 1520732.4 / Avg: 1530173.67 / Max: 1540516Min: 1401532.2 / Avg: 1408533.7 / Max: 1415972.4

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R0.38120.76241.14361.52481.906SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 31.6881.6891.6901.6941. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810Min: 1.69 / Avg: 1.69 / Max: 1.69Min: 1.69 / Avg: 1.69 / Max: 1.69Min: 1.69 / Avg: 1.69 / Max: 1.69Min: 1.69 / Avg: 1.69 / Max: 1.71. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R0.59721.19441.79162.38882.986SE +/- 0.005, N = 3SE +/- 0.009, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 32.6542.6472.6522.6431. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810Min: 2.65 / Avg: 2.65 / Max: 2.67Min: 2.63 / Avg: 2.65 / Max: 2.66Min: 2.65 / Avg: 2.65 / Max: 2.66Min: 2.64 / Avg: 2.64 / Max: 2.651. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 320.0619.8420.0819.991. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R510152025Min: 20.04 / Avg: 20.06 / Max: 20.09Min: 19.81 / Avg: 19.84 / Max: 19.87Min: 20.06 / Avg: 20.08 / Max: 20.11Min: 19.93 / Avg: 19.99 / Max: 20.091. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R246810SE +/- 0.043, N = 3SE +/- 0.007, N = 3SE +/- 0.011, N = 3SE +/- 0.011, N = 38.3228.2928.3028.2931. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R3691215Min: 8.28 / Avg: 8.32 / Max: 8.41Min: 8.28 / Avg: 8.29 / Max: 8.31Min: 8.29 / Avg: 8.3 / Max: 8.33Min: 8.27 / Avg: 8.29 / Max: 8.311. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R1020304050SE +/- 0.21, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 344.6943.2944.4043.591. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R918273645Min: 44.26 / Avg: 44.69 / Max: 44.91Min: 43.26 / Avg: 43.29 / Max: 43.34Min: 44.39 / Avg: 44.4 / Max: 44.41Min: 43.58 / Avg: 43.59 / Max: 43.61. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R714212835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 328.5628.5628.5628.601. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 6238R 2PXeon Gold 5218R612182430Min: 28.5 / Avg: 28.56 / Max: 28.59Min: 28.51 / Avg: 28.56 / Max: 28.59Min: 28.55 / Avg: 28.56 / Max: 28.57Min: 28.57 / Avg: 28.6 / Max: 28.621. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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: SqueezeNetXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KSE +/- 664.49, N = 8SE +/- 119.52, N = 3SE +/- 96.11, N = 366350.0112774.0150945.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KMin: 64670.4 / Avg: 66350.03 / Max: 70748.8Min: 112568 / Avg: 112774 / Max: 112982Min: 150759 / Avg: 150945 / Max: 151080

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R500K1000K1500K2000K2500KSE +/- 10924.11, N = 3SE +/- 778.81, N = 3SE +/- 537.91, N = 394950016832472264047
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R400K800K1200K1600K2000KMin: 938351 / Avg: 949500.33 / Max: 971347Min: 1682370 / Avg: 1683246.67 / Max: 1684800Min: 2262990 / Avg: 2264046.67 / Max: 2264750

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KSE +/- 4064.27, N = 15SE +/- 737.69, N = 3SE +/- 41.15, N = 3114534.7132693.0150118.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R30K60K90K120K150KMin: 96152.3 / Avg: 114534.67 / Max: 152245Min: 131724 / Avg: 132693 / Max: 134141Min: 150038 / Avg: 150118.33 / Max: 150174

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KSE +/- 680.19, N = 15SE +/- 283.60, N = 3SE +/- 31.32, N = 354627.482668.6109166.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KMin: 50558 / Avg: 54627.35 / Max: 60402.9Min: 82346.4 / Avg: 82668.63 / Max: 83234Min: 109115 / Avg: 109166 / Max: 109223

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KSE +/- 616.45, N = 15SE +/- 204.46, N = 3SE +/- 52.05, N = 354092.384287.0112863.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantXeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R20K40K60K80K100KMin: 51282.9 / Avg: 54092.25 / Max: 59703.1Min: 84006.6 / Avg: 84287.03 / Max: 84685Min: 112776 / Avg: 112863 / Max: 112956

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R400K800K1200K1600K2000KSE +/- 5817.64, N = 3SE +/- 544.18, N = 3SE +/- 990.16, N = 382686915260302004277
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R300K600K900K1200K1500KMin: 816615 / Avg: 826868.67 / Max: 836758Min: 1525130 / Avg: 1526030 / Max: 1527010Min: 2002560 / Avg: 2004276.67 / Max: 2005990

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 v2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R80160240320400SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3340.01347.30349.42MIN: 337.03 / MAX: 421.44MIN: 345.79 / MAX: 349.83MIN: 347.48 / MAX: 357.981. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R60120180240300Min: 339.28 / Avg: 340.01 / Max: 341.35Min: 347.19 / Avg: 347.3 / Max: 347.4Min: 349.2 / Avg: 349.42 / Max: 349.551. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R70140210280350SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3335.17335.34335.53MIN: 334.65 / MAX: 337.93MIN: 334.73 / MAX: 338.13MIN: 334.56 / MAX: 339.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Xeon Gold 6248R 2PXeon Gold 6238RXeon Gold 5218R60120180240300Min: 335 / Avg: 335.17 / Max: 335.33Min: 335.21 / Avg: 335.34 / Max: 335.59Min: 335.25 / Avg: 335.53 / Max: 335.761. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl