Core i9 10980XE Pop OS Skylake Opt Test

Intel Core i9-10980XE testing with a ASRock X299 Steel Legend (P1.30 BIOS) and NVIDIA NV132 11GB on Pop 20.04 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 2007118-NE-COREI910948
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July 10 2020
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Core i9 10980XE Pop OS Skylake Opt TestOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-10980XE @ 4.80GHz (18 Cores / 36 Threads)ASRock X299 Steel Legend (P1.30 BIOS)Intel Sky Lake-E DMI3 Registers32GBSamsung SSD 970 PRO 512GB + 32GB Flash DiskNVIDIA GeForce GTX 1080 Ti 11GBNVIDIA NV132 11GBRealtek ALC1220ASUS MG28UIntel I219-V + Intel I211Pop 20.045.4.0-7634-generic (x86_64)GNOME Shell 3.36.3X Server 1.20.8modesetting 1.20.8GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionCore I9 10980XE Pop OS Skylake Opt Test BenchmarksSystem Logs- Pop OS 20.04 Default: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,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 - Pop OS 20.04 Optimized: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,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-arch=skylake --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 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01- Python 2.7.18rc1 + Python 3.8.2- 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

Pop OS 20.04 Default vs. Pop OS 20.04 Optimized ComparisonPhoronix Test SuiteBaseline+11.5%+11.5%+23%+23%+34.5%+34.5%+46%+46%46.1%39.2%27.4%26.3%25.8%18.8%15.2%11.9%9.5%8.5%8.4%7.6%7.2%3.8%3.6%3.4%3.3%2.6%2.6%2.2%modfTrace Time45.7%log2tanhsincosC.1.1.bffsP.P.Ssqrt12.7%atanhffsll11.9%exp11.5%Rhodopsin ProteinOpenMP Leukocyte8.7%OpenMP LavaMDsinhOpenMP CFD Solverasinh83.8%10CoreMark Size 666 - I.P.ST.F.A.T.T3%SET3%T.T.F.S.S2.9%2M.o.M.K.b.1.5.d.x.1.5.dOpenMP HotSpot3Dglibc benchPOV-Rayglibc benchglibc benchglibc benchdav1dglibc benchHimeno Benchmarkglibc benchglibc benchglibc benchglibc benchLAMMPS Molecular Dynamics SimulatorRodiniaRodiniaglibc benchRodiniaglibc benchlibavif avifencCython benchmarklibavif avifenclibavif avifencCoremarkPyBenchRedisYafaRaylibavif avifencMontage Astronomical Image Mosaic EngineRodiniaPop OS 20.04 DefaultPop OS 20.04 Optimized

Core i9 10980XE Pop OS Skylake Opt Testblosc: blosclzhpcg: npb: BT.Cnpb: EP.Cnpb: EP.Dnpb: FT.Cnpb: LU.Cnpb: MG.Cnpb: SP.Bcloverleaf: Lagrangian-Eulerian Hydrodynamicsrodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclustermrbayes: Primate Phylogeny Analysismafft: Multiple Sequence Alignmentlammps: Rhodopsin Proteincompress-zstd: 3compress-zstd: 19john-the-ripper: Blowfishjohn-the-ripper: MD5onednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: IP Batch All - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUdav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimesvt-av1: Enc Mode 0 - 1080psvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080pmt-dgemm: Sustained Floating-Point Ratecoremark: CoreMark Size 666 - Iterations Per Secondhimeno: Poisson Pressure Solverstockfish: Total Timeavifenc: 0avifenc: 2avifenc: 8avifenc: 10povray: Trace Timeyafaray: Total Time For Sample Scenenumpy: cython-bench: montage: Mosaic of M17, K band, 1.5 deg x 1.5 degglibc-bench: cosglibc-bench: expglibc-bench: ffsglibc-bench: singlibc-bench: log2glibc-bench: modfglibc-bench: sinhglibc-bench: sqrtglibc-bench: tanhglibc-bench: asinhglibc-bench: atanhglibc-bench: ffsllglibc-bench: sincosglibc-bench: pthread_oncegromacs: Water Benchmarkdaphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagedaphne: OpenMP - Euclidean Clustersqlite-speedtest: Timed Time - Size 1,000hugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentredis: GETredis: SETplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - IMDB LSTM - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - ResNet 50 - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - Inception V3 - CPUpybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnumenta-nab: EXPoSEnumenta-nab: Relative Entropynumenta-nab: Windowed Gaussiannumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scoremlpack: scikit_svmscikit-learn: brl-cad: VGR Performance MetricPop OS 20.04 DefaultPop OS 20.04 Optimized7839.07.8891543782.842455.482458.1919696.8244944.5718004.2611958.612.57123.86896.02759.24511.79314.537111.0712.14911.6624751.160.23197830870005.5208664.62807.908409.2489410.86621.69639618.44231.13552.0596.922.3018.353.6532.970.1295.55044.4427.086807634750.4768274130.5463554922620769.96741.2485.0954.93336.454165.028374.5638.25773.17140.13294.706731.6613739.73256.435992.370707.758771.6109711.17818.7881610.40841.4345512.84771.403011.586893.8721226.2403211731336.4755.53045.82419.2742869432.502183993.2726.8522.29882.8312.905.512.626.5188719928587.590.710315.338420.286.613614.638.335345.51714.6167.91191.36730.22119481565351325.15153.2272094727.8812043185.052473.352446.3419590.9344872.5717814.0911842.902.57114.19893.92064.42010.96414.610110.7962.18712.7694814.160.13198230863335.5338364.65187.908929.2454610.85361.70983617.33231.35560.03121.942.2818.373.6133.520.135.56745.0467.123850655919.1549264757.8099874887329967.5340.1914.9074.77253.105169.765379.9139.70771.29939.68225.247201.3987539.25734.625021.622127.156531.815558.777238.200179.302571.6046610.17311.401411.586888.0621137.6423023951345.7056.26445.91819.2242868487.132120745.1326.8722.55890.2912.945.502.66.5391420128587.791.110515.138620.587.313614.638.434945.60514.6317.92092.43530.10319441563350725.17153.318208935OpenBenchmarking.org

C-Blosc

A simple, compressed, fast and persistent data store library for C. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzPop OS 20.04 Default2K4K6K8K10KSE +/- 11.08, N = 37839.01. (CXX) g++ options: -rdynamic

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 3.1Pop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.01121, N = 3SE +/- 0.00474, N = 37.889157.881201. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Pop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 7.87 / Avg: 7.89 / Max: 7.9Min: 7.87 / Avg: 7.88 / Max: 7.891. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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: BT.CPop OS 20.04 DefaultPop OS 20.04 Optimized9K18K27K36K45KSE +/- 5.06, N = 3SE +/- 2.04, N = 343782.8443185.051. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CPop OS 20.04 DefaultPop OS 20.04 Optimized8K16K24K32K40KMin: 43772.78 / Avg: 43782.84 / Max: 43788.74Min: 43181.07 / Avg: 43185.05 / Max: 43187.811. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CPop OS 20.04 DefaultPop OS 20.04 Optimized5001000150020002500SE +/- 8.10, N = 3SE +/- 10.01, N = 32455.482473.351. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CPop OS 20.04 DefaultPop OS 20.04 Optimized400800120016002000Min: 2444.46 / Avg: 2455.48 / Max: 2471.27Min: 2457.36 / Avg: 2473.35 / Max: 2491.781. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DPop OS 20.04 DefaultPop OS 20.04 Optimized5001000150020002500SE +/- 14.22, N = 3SE +/- 25.58, N = 82458.192446.341. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DPop OS 20.04 DefaultPop OS 20.04 Optimized400800120016002000Min: 2432.02 / Avg: 2458.19 / Max: 2480.93Min: 2357.02 / Avg: 2446.34 / Max: 2507.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CPop OS 20.04 DefaultPop OS 20.04 Optimized4K8K12K16K20KSE +/- 34.58, N = 3SE +/- 17.57, N = 319696.8219590.931. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CPop OS 20.04 DefaultPop OS 20.04 Optimized3K6K9K12K15KMin: 19627.76 / Avg: 19696.82 / Max: 19734.52Min: 19555.9 / Avg: 19590.93 / Max: 19610.821. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CPop OS 20.04 DefaultPop OS 20.04 Optimized10K20K30K40K50KSE +/- 19.61, N = 3SE +/- 33.86, N = 344944.5744872.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CPop OS 20.04 DefaultPop OS 20.04 Optimized8K16K24K32K40KMin: 44918.21 / Avg: 44944.57 / Max: 44982.91Min: 44808.16 / Avg: 44872.57 / Max: 44922.881. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CPop OS 20.04 DefaultPop OS 20.04 Optimized4K8K12K16K20KSE +/- 22.45, N = 3SE +/- 11.37, N = 318004.2617814.091. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CPop OS 20.04 DefaultPop OS 20.04 Optimized3K6K9K12K15KMin: 17968.85 / Avg: 18004.26 / Max: 18045.88Min: 17791.98 / Avg: 17814.09 / Max: 17829.741. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BPop OS 20.04 DefaultPop OS 20.04 Optimized3K6K9K12K15KSE +/- 14.36, N = 3SE +/- 14.66, N = 311958.6111842.901. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BPop OS 20.04 DefaultPop OS 20.04 Optimized2K4K6K8K10KMin: 11933.42 / Avg: 11958.61 / Max: 11983.14Min: 11819.92 / Avg: 11842.9 / Max: 11870.171. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm8192.in input file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsPop OS 20.04 DefaultPop OS 20.04 Optimized0.57831.15661.73492.31322.8915SE +/- 0.01, N = 3SE +/- 0.01, N = 32.572.571. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 2.56 / Avg: 2.57 / Max: 2.58Min: 2.56 / Avg: 2.57 / Max: 2.581. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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 LavaMDPop OS 20.04 DefaultPop OS 20.04 Optimized306090120150SE +/- 0.38, N = 3SE +/- 0.43, N = 3123.87114.201. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 123.3 / Avg: 123.87 / Max: 124.6Min: 113.41 / Avg: 114.2 / Max: 114.911. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 1.23, N = 4SE +/- 1.41, N = 396.0393.921. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 92.41 / Avg: 96.03 / Max: 97.75Min: 92.44 / Avg: 93.92 / Max: 96.751. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocytePop OS 20.04 DefaultPop OS 20.04 Optimized1428425670SE +/- 0.57, N = 3SE +/- 0.56, N = 359.2564.421. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocytePop OS 20.04 DefaultPop OS 20.04 Optimized1326395265Min: 58.43 / Avg: 59.24 / Max: 60.34Min: 63.85 / Avg: 64.42 / Max: 65.531. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.07, N = 3SE +/- 0.05, N = 311.7910.961. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 11.66 / Avg: 11.79 / Max: 11.89Min: 10.87 / Avg: 10.96 / Max: 11.011. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterPop OS 20.04 DefaultPop OS 20.04 Optimized48121620SE +/- 0.04, N = 3SE +/- 0.19, N = 514.5414.611. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 14.45 / Avg: 14.54 / Max: 14.58Min: 14.32 / Avg: 14.61 / Max: 15.351. (CXX) g++ options: -O2 -lOpenCL

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 AnalysisPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 0.56, N = 3SE +/- 0.15, N = 3111.07110.801. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 110.45 / Avg: 111.07 / Max: 112.19Min: 110.53 / Avg: 110.8 / Max: 111.041. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mrdrnd -mbmi -mbmi2 -madx -mmpx -mabm -O3 -std=c99 -pedantic -lm

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.392Multiple Sequence AlignmentPop OS 20.04 DefaultPop OS 20.04 Optimized0.49210.98421.47631.96842.4605SE +/- 0.021, N = 15SE +/- 0.030, N = 152.1492.1871. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.392Multiple Sequence AlignmentPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 2.06 / Avg: 2.15 / Max: 2.37Min: 2.08 / Avg: 2.19 / Max: 2.441. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 ProteinPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.04, N = 3SE +/- 0.04, N = 311.6612.771. (CXX) g++ options: -O3 -rdynamic -ljpeg -lpng -lz -lfftw3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin ProteinPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 11.61 / Avg: 11.66 / Max: 11.74Min: 12.7 / Avg: 12.77 / Max: 12.841. (CXX) g++ options: -O3 -rdynamic -ljpeg -lpng -lz -lfftw3 -lm

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: 3Pop OS 20.04 DefaultPop OS 20.04 Optimized10002000300040005000SE +/- 13.23, N = 3SE +/- 15.97, N = 34751.14814.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Pop OS 20.04 DefaultPop OS 20.04 Optimized8001600240032004000Min: 4729.6 / Avg: 4751.1 / Max: 4775.2Min: 4795.6 / Avg: 4814.1 / Max: 4845.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Pop OS 20.04 DefaultPop OS 20.04 Optimized1326395265SE +/- 0.07, N = 3SE +/- 0.07, N = 360.260.11. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Pop OS 20.04 DefaultPop OS 20.04 Optimized1224364860Min: 60.1 / Avg: 60.17 / Max: 60.3Min: 60 / Avg: 60.13 / Max: 60.21. (CC) gcc options: -O3 -pthread -lz -llzma

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: BlowfishPop OS 20.04 DefaultPop OS 20.04 Optimized7K14K21K28K35KSE +/- 39.01, N = 3SE +/- 36.56, N = 331978319821. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishPop OS 20.04 DefaultPop OS 20.04 Optimized6K12K18K24K30KMin: 31924 / Avg: 31978.33 / Max: 32054Min: 31935 / Avg: 31982 / Max: 320541. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Pop OS 20.04 DefaultPop OS 20.04 Optimized700K1400K2100K2800K3500KSE +/- 13453.62, N = 3SE +/- 5666.67, N = 3308700030863331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Pop OS 20.04 DefaultPop OS 20.04 Optimized500K1000K1500K2000K2500KMin: 3061000 / Avg: 3087000 / Max: 3106000Min: 3075000 / Avg: 3086333.33 / Max: 30920001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt

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 oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized1.24512.49023.73534.98046.2255SE +/- 0.02178, N = 3SE +/- 0.02735, N = 35.520865.53383MIN: 5.38MIN: 5.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 5.48 / Avg: 5.52 / Max: 5.55Min: 5.48 / Avg: 5.53 / Max: 5.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized1428425670SE +/- 0.08, N = 3SE +/- 0.03, N = 364.6364.65MIN: 63.94MIN: 63.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized1326395265Min: 64.51 / Avg: 64.63 / Max: 64.79Min: 64.62 / Avg: 64.65 / Max: 64.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.02787, N = 3SE +/- 0.03116, N = 37.908407.90892MIN: 7.55MIN: 7.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 7.85 / Avg: 7.91 / Max: 7.94Min: 7.85 / Avg: 7.91 / Max: 7.951. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.01163, N = 3SE +/- 0.00870, N = 39.248949.24546MIN: 9.05MIN: 9.061. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 9.23 / Avg: 9.25 / Max: 9.27Min: 9.23 / Avg: 9.25 / Max: 9.261. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.03, N = 3SE +/- 0.01, N = 310.8710.85MIN: 10.72MIN: 10.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 10.83 / Avg: 10.87 / Max: 10.92Min: 10.82 / Avg: 10.85 / Max: 10.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized0.38470.76941.15411.53881.9235SE +/- 0.00096, N = 3SE +/- 0.00611, N = 31.696391.70983MIN: 1.6MIN: 1.611. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.7 / Avg: 1.7 / Max: 1.7Min: 1.7 / Avg: 1.71 / Max: 1.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 0.7.0Video Input: Chimera 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized130260390520650SE +/- 0.68, N = 3SE +/- 0.40, N = 3618.44617.33MIN: 474.1 / MAX: 768.14MIN: 475.77 / MAX: 760.281. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized110220330440550Min: 617.1 / Avg: 618.44 / Max: 619.31Min: 616.74 / Avg: 617.33 / Max: 618.091. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KPop OS 20.04 DefaultPop OS 20.04 Optimized50100150200250SE +/- 0.44, N = 3SE +/- 0.25, N = 3231.13231.35MIN: 176.47 / MAX: 254.83MIN: 175.19 / MAX: 254.771. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KPop OS 20.04 DefaultPop OS 20.04 Optimized4080120160200Min: 230.62 / Avg: 231.13 / Max: 232.01Min: 230.86 / Avg: 231.35 / Max: 231.681. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized120240360480600SE +/- 1.53, N = 3SE +/- 1.42, N = 3552.05560.03MIN: 371.35 / MAX: 600.06MIN: 379.15 / MAX: 613.441. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized100200300400500Min: 550.18 / Avg: 552.05 / Max: 555.07Min: 558.61 / Avg: 560.03 / Max: 562.871. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitPop OS 20.04 DefaultPop OS 20.04 Optimized306090120150SE +/- 0.03, N = 3SE +/- 0.12, N = 396.92121.94MIN: 66.75 / MAX: 201.26MIN: 83.59 / MAX: 261.181. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 96.88 / Avg: 96.92 / Max: 96.99Min: 121.72 / Avg: 121.94 / Max: 122.131. (CC) gcc options: -pthread

AOM AV1

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassPop OS 20.04 DefaultPop OS 20.04 Optimized0.51751.0351.55252.072.5875SE +/- 0.00, N = 3SE +/- 0.00, N = 32.302.281. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 2.29 / Avg: 2.3 / Max: 2.3Min: 2.28 / Avg: 2.28 / Max: 2.291. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimePop OS 20.04 DefaultPop OS 20.04 Optimized510152025SE +/- 0.02, N = 3SE +/- 0.09, N = 318.3518.371. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimePop OS 20.04 DefaultPop OS 20.04 Optimized510152025Min: 18.32 / Avg: 18.35 / Max: 18.38Min: 18.22 / Avg: 18.37 / Max: 18.521. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassPop OS 20.04 DefaultPop OS 20.04 Optimized0.82131.64262.46393.28524.1065SE +/- 0.01, N = 3SE +/- 0.01, N = 33.653.611. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 3.64 / Avg: 3.65 / Max: 3.66Min: 3.59 / Avg: 3.61 / Max: 3.631. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimePop OS 20.04 DefaultPop OS 20.04 Optimized816243240SE +/- 0.10, N = 3SE +/- 0.11, N = 332.9733.521. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimePop OS 20.04 DefaultPop OS 20.04 Optimized714212835Min: 32.79 / Avg: 32.97 / Max: 33.15Min: 33.34 / Avg: 33.52 / Max: 33.711. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized0.02930.05860.08790.11720.1465SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1290.1301. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized12345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.131. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized1.25262.50523.75785.01046.263SE +/- 0.023, N = 3SE +/- 0.034, N = 35.5505.5671. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 5.51 / Avg: 5.55 / Max: 5.59Min: 5.5 / Avg: 5.57 / Max: 5.611. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized1020304050SE +/- 0.19, N = 3SE +/- 0.13, N = 344.4445.051. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pPop OS 20.04 DefaultPop OS 20.04 Optimized918273645Min: 44.08 / Avg: 44.44 / Max: 44.72Min: 44.84 / Avg: 45.05 / Max: 45.271. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 RatePop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.095264, N = 4SE +/- 0.087891, N = 37.0868077.1238501. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RatePop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 6.82 / Avg: 7.09 / Max: 7.25Min: 6.96 / Avg: 7.12 / Max: 7.261. (CC) gcc options: -O3 -march=native -fopenmp

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondPop OS 20.04 DefaultPop OS 20.04 Optimized140K280K420K560K700KSE +/- 3025.86, N = 3SE +/- 2257.25, N = 3634750.48655919.151. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondPop OS 20.04 DefaultPop OS 20.04 Optimized110K220K330K440K550KMin: 629480.68 / Avg: 634750.48 / Max: 639962.08Min: 652331.48 / Avg: 655919.15 / Max: 660086.181. (CC) gcc options: -O2 -lrt" -lrt

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 SolverPop OS 20.04 DefaultPop OS 20.04 Optimized10002000300040005000SE +/- 54.21, N = 15SE +/- 9.55, N = 34130.554757.811. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverPop OS 20.04 DefaultPop OS 20.04 Optimized8001600240032004000Min: 3666.54 / Avg: 4130.55 / Max: 4244.13Min: 4740.31 / Avg: 4757.81 / Max: 4773.211. (CC) gcc options: -O3 -mavx2

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 9Total TimePop OS 20.04 DefaultPop OS 20.04 Optimized11M22M33M44M55MSE +/- 124471.83, N = 3SE +/- 116928.17, N = 349226207488732991. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimePop OS 20.04 DefaultPop OS 20.04 Optimized9M18M27M36M45MMin: 49025567 / Avg: 49226206.67 / Max: 49454149Min: 48650740 / Avg: 48873299.33 / Max: 490467651. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Pop OS 20.04 DefaultPop OS 20.04 Optimized1632486480SE +/- 0.06, N = 3SE +/- 0.27, N = 369.9767.531. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Pop OS 20.04 DefaultPop OS 20.04 Optimized1428425670Min: 69.86 / Avg: 69.97 / Max: 70.04Min: 67.12 / Avg: 67.53 / Max: 68.041. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Pop OS 20.04 DefaultPop OS 20.04 Optimized918273645SE +/- 0.06, N = 3SE +/- 0.19, N = 341.2540.191. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Pop OS 20.04 DefaultPop OS 20.04 Optimized918273645Min: 41.15 / Avg: 41.25 / Max: 41.36Min: 39.93 / Avg: 40.19 / Max: 40.561. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Pop OS 20.04 DefaultPop OS 20.04 Optimized1.14642.29283.43924.58565.732SE +/- 0.011, N = 3SE +/- 0.009, N = 35.0954.9071. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Pop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 5.08 / Avg: 5.1 / Max: 5.11Min: 4.9 / Avg: 4.91 / Max: 4.931. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Pop OS 20.04 DefaultPop OS 20.04 Optimized1.10992.21983.32974.43965.5495SE +/- 0.013, N = 3SE +/- 0.019, N = 34.9334.7721. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Pop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 4.91 / Avg: 4.93 / Max: 4.95Min: 4.74 / Avg: 4.77 / Max: 4.81. (CXX) g++ options: -O3 -fPIC

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 TimePop OS 20.04 DefaultPop OS 20.04 Optimized1224364860SE +/- 1.99, N = 12SE +/- 10.04, N = 1236.4553.111. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lX11 -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimePop OS 20.04 DefaultPop OS 20.04 Optimized1122334455Min: 31.04 / Avg: 36.45 / Max: 56.54Min: 30.97 / Avg: 53.1 / Max: 136.751. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lX11 -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

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 ScenePop OS 20.04 DefaultPop OS 20.04 Optimized4080120160200SE +/- 12.88, N = 9SE +/- 8.23, N = 12165.03169.771. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample ScenePop OS 20.04 DefaultPop OS 20.04 Optimized306090120150Min: 115.17 / Avg: 165.03 / Max: 235.4Min: 132.28 / Avg: 169.76 / Max: 230.951. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkPop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 0.30, N = 3SE +/- 1.22, N = 3374.56379.91
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkPop OS 20.04 DefaultPop OS 20.04 Optimized70140210280350Min: 374.11 / Avg: 374.56 / Max: 375.12Min: 377.95 / Avg: 379.91 / Max: 382.14

Cython benchmark

Stress benchmark tests to measure time consumed by cython code Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCython benchmark 0.27Pop OS 20.04 DefaultPop OS 20.04 Optimized918273645SE +/- 0.07, N = 3SE +/- 0.10, N = 338.2639.71
OpenBenchmarking.orgSeconds, Fewer Is BetterCython benchmark 0.27Pop OS 20.04 DefaultPop OS 20.04 Optimized816243240Min: 38.11 / Avg: 38.26 / Max: 38.34Min: 39.59 / Avg: 39.71 / Max: 39.91

Montage Astronomical Image Mosaic Engine

Montage is an open-source astronomical image mosaic engine. This BSD-licensed astronomy software is developed by the California Institute of Technology, Pasadena. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 degPop OS 20.04 DefaultPop OS 20.04 Optimized1632486480SE +/- 0.05, N = 3SE +/- 0.02, N = 373.1771.301. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 degPop OS 20.04 DefaultPop OS 20.04 Optimized1428425670Min: 73.09 / Avg: 73.17 / Max: 73.25Min: 71.25 / Avg: 71.3 / Max: 71.331. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2

glibc bench

The GNU C Library project provides the core libraries for the GNU system and GNU/Linux systems, as well as many other systems that use Linux as the kernel. These libraries provide critical APIs including ISO C11, POSIX.1-2008, BSD, OS-specific APIs and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: cosPop OS 20.04 DefaultPop OS 20.04 Optimized918273645SE +/- 0.00, N = 3SE +/- 0.01, N = 340.1339.68
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: cosPop OS 20.04 DefaultPop OS 20.04 Optimized816243240Min: 40.13 / Avg: 40.13 / Max: 40.13Min: 39.67 / Avg: 39.68 / Max: 39.69

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: expPop OS 20.04 DefaultPop OS 20.04 Optimized1.18062.36123.54184.72245.903SE +/- 0.00286, N = 3SE +/- 0.01567, N = 34.706735.24720
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: expPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 4.7 / Avg: 4.71 / Max: 4.71Min: 5.22 / Avg: 5.25 / Max: 5.27

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsPop OS 20.04 DefaultPop OS 20.04 Optimized0.37380.74761.12141.49521.869SE +/- 0.02519, N = 15SE +/- 0.00107, N = 31.661371.39875
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.6 / Avg: 1.66 / Max: 1.88Min: 1.4 / Avg: 1.4 / Max: 1.4

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sinPop OS 20.04 DefaultPop OS 20.04 Optimized918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 339.7339.26
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sinPop OS 20.04 DefaultPop OS 20.04 Optimized816243240Min: 39.73 / Avg: 39.73 / Max: 39.74Min: 39.25 / Avg: 39.26 / Max: 39.27

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: log2Pop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.00530, N = 3SE +/- 0.00035, N = 36.435994.62502
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: log2Pop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 6.43 / Avg: 6.44 / Max: 6.44Min: 4.62 / Avg: 4.63 / Max: 4.63

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: modfPop OS 20.04 DefaultPop OS 20.04 Optimized0.53341.06681.60022.13362.667SE +/- 0.01554, N = 3SE +/- 0.00113, N = 32.370701.62212
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: modfPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 2.34 / Avg: 2.37 / Max: 2.4Min: 1.62 / Avg: 1.62 / Max: 1.62

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sinhPop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.00603, N = 3SE +/- 0.06365, N = 37.758777.15653
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sinhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 7.75 / Avg: 7.76 / Max: 7.77Min: 7.07 / Avg: 7.16 / Max: 7.28

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sqrtPop OS 20.04 DefaultPop OS 20.04 Optimized0.40850.8171.22551.6342.0425SE +/- 0.00215, N = 3SE +/- 0.00097, N = 31.610971.81555
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sqrtPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.61 / Avg: 1.61 / Max: 1.61Min: 1.81 / Avg: 1.82 / Max: 1.82

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: tanhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.00570, N = 3SE +/- 0.00427, N = 311.178108.77723
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: tanhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 11.17 / Avg: 11.18 / Max: 11.18Min: 8.77 / Avg: 8.78 / Max: 8.78

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: asinhPop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.00370, N = 3SE +/- 0.00358, N = 38.788168.20017
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: asinhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 8.78 / Avg: 8.79 / Max: 8.8Min: 8.19 / Avg: 8.2 / Max: 8.21

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: atanhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.00662, N = 3SE +/- 0.01352, N = 310.408409.30257
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: atanhPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 10.4 / Avg: 10.41 / Max: 10.42Min: 9.28 / Avg: 9.3 / Max: 9.32

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsllPop OS 20.04 DefaultPop OS 20.04 Optimized0.3610.7221.0831.4441.805SE +/- 0.02230, N = 3SE +/- 0.00098, N = 31.434551.60466
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: ffsllPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.4 / Avg: 1.43 / Max: 1.47Min: 1.6 / Avg: 1.6 / Max: 1.61

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sincosPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 312.8510.17
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: sincosPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 12.84 / Avg: 12.85 / Max: 12.85Min: 10.17 / Avg: 10.17 / Max: 10.18

OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: pthread_oncePop OS 20.04 DefaultPop OS 20.04 Optimized0.31570.63140.94711.26281.5785SE +/- 0.00026, N = 3SE +/- 0.00083, N = 31.403011.40141
OpenBenchmarking.orgnanoseconds, Fewer Is Betterglibc bench 1.0Benchmark: pthread_oncePop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.4 / Avg: 1.4 / Max: 1.4Min: 1.4 / Avg: 1.4 / Max: 1.4

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 2020.1Water BenchmarkPop OS 20.04 DefaultPop OS 20.04 Optimized0.35690.71381.07071.42761.7845SE +/- 0.002, N = 3SE +/- 0.004, N = 31.5861.5861. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.1Water BenchmarkPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 1.58 / Avg: 1.59 / Max: 1.59Min: 1.58 / Avg: 1.59 / Max: 1.591. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingPop OS 20.04 DefaultPop OS 20.04 Optimized2004006008001000SE +/- 2.36, N = 3SE +/- 3.65, N = 3893.87888.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingPop OS 20.04 DefaultPop OS 20.04 Optimized160320480640800Min: 889.22 / Avg: 893.87 / Max: 896.88Min: 880.87 / Avg: 888.06 / Max: 892.781. (CXX) g++ options: -O3 -std=c++11 -fopenmp

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImagePop OS 20.04 DefaultPop OS 20.04 Optimized5K10K15K20K25KSE +/- 181.23, N = 15SE +/- 165.68, N = 1521226.2421137.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImagePop OS 20.04 DefaultPop OS 20.04 Optimized4K8K12K16K20KMin: 19015.5 / Avg: 21226.24 / Max: 21656.19Min: 19379.66 / Avg: 21137.64 / Max: 21672.311. (CXX) g++ options: -O3 -std=c++11 -fopenmp

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterPop OS 20.04 DefaultPop OS 20.04 Optimized30060090012001500SE +/- 1.88, N = 3SE +/- 0.58, N = 31336.471345.701. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterPop OS 20.04 DefaultPop OS 20.04 Optimized2004006008001000Min: 1334.2 / Avg: 1336.47 / Max: 1340.2Min: 1344.69 / Avg: 1345.7 / Max: 1346.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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 1,000Pop OS 20.04 DefaultPop OS 20.04 Optimized1326395265SE +/- 0.24, N = 3SE +/- 0.04, N = 355.5356.261. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Pop OS 20.04 DefaultPop OS 20.04 Optimized1122334455Min: 55.13 / Avg: 55.53 / Max: 55.95Min: 56.2 / Avg: 56.26 / Max: 56.351. (CC) gcc options: -O2 -ldl -lz -lpthread

Hugin

Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimePop OS 20.04 DefaultPop OS 20.04 Optimized1020304050SE +/- 0.46, N = 3SE +/- 0.06, N = 345.8245.92
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimePop OS 20.04 DefaultPop OS 20.04 Optimized918273645Min: 44.96 / Avg: 45.82 / Max: 46.55Min: 45.85 / Avg: 45.92 / Max: 46.03

OCRMyPDF

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentPop OS 20.04 DefaultPop OS 20.04 Optimized510152025SE +/- 0.14, N = 3SE +/- 0.12, N = 319.2719.22
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentPop OS 20.04 DefaultPop OS 20.04 Optimized510152025Min: 19.12 / Avg: 19.27 / Max: 19.56Min: 19.02 / Avg: 19.22 / Max: 19.44

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: GETPop OS 20.04 DefaultPop OS 20.04 Optimized600K1200K1800K2400K3000KSE +/- 44573.75, N = 3SE +/- 31285.26, N = 152869432.502868487.131. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: GETPop OS 20.04 DefaultPop OS 20.04 Optimized500K1000K1500K2000K2500KMin: 2824858.75 / Avg: 2869432.5 / Max: 2958580Min: 2652519.75 / Avg: 2868487.13 / Max: 31055901. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: SETPop OS 20.04 DefaultPop OS 20.04 Optimized500K1000K1500K2000K2500KSE +/- 24384.60, N = 6SE +/- 25394.12, N = 32183993.272120745.131. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 5.0.5Test: SETPop OS 20.04 DefaultPop OS 20.04 Optimized400K800K1200K1600K2000KMin: 2087682.62 / Avg: 2183993.27 / Max: 2242152.5Min: 2083333.38 / Avg: 2120745.13 / Max: 2169197.51. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized612182430SE +/- 0.33, N = 3SE +/- 0.11, N = 326.8526.87
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized612182430Min: 26.22 / Avg: 26.85 / Max: 27.34Min: 26.76 / Avg: 26.87 / Max: 27.09

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized510152025SE +/- 0.01, N = 3SE +/- 0.11, N = 322.2922.55
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized510152025Min: 22.27 / Avg: 22.29 / Max: 22.31Min: 22.4 / Avg: 22.55 / Max: 22.76

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized2004006008001000SE +/- 2.23, N = 3SE +/- 1.51, N = 3882.83890.29
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized160320480640800Min: 879.97 / Avg: 882.83 / Max: 887.22Min: 888.02 / Avg: 890.29 / Max: 893.14

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215SE +/- 0.04, N = 3SE +/- 0.07, N = 312.9012.94
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 12.82 / Avg: 12.9 / Max: 12.97Min: 12.81 / Avg: 12.94 / Max: 13.05

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized1.23982.47963.71944.95926.199SE +/- 0.01, N = 3SE +/- 0.02, N = 35.515.50
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 5.49 / Avg: 5.51 / Max: 5.52Min: 5.48 / Avg: 5.5 / Max: 5.53

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized0.58951.1791.76852.3582.9475SE +/- 0.01, N = 3SE +/- 0.00, N = 32.622.60
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810Min: 2.6 / Avg: 2.62 / Max: 2.63Min: 2.6 / Avg: 2.6 / Max: 2.6

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.01, N = 3SE +/- 0.01, N = 36.516.53
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 6.5 / Avg: 6.51 / Max: 6.52Min: 6.51 / Avg: 6.53 / Max: 6.54

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesPop OS 20.04 DefaultPop OS 20.04 Optimized2004006008001000SE +/- 1.00, N = 3SE +/- 0.67, N = 3887914
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesPop OS 20.04 DefaultPop OS 20.04 Optimized160320480640800Min: 885 / Avg: 887 / Max: 888Min: 913 / Avg: 914.33 / Max: 915

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04 DefaultPop OS 20.04 Optimized4080120160200SE +/- 0.33, N = 3199201
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04 DefaultPop OS 20.04 Optimized4080120160200Min: 198 / Avg: 198.67 / Max: 199

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Pop OS 20.04 DefaultPop OS 20.04 Optimized60120180240300SE +/- 0.33, N = 3SE +/- 0.58, N = 3285285
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Pop OS 20.04 DefaultPop OS 20.04 Optimized50100150200250Min: 284 / Avg: 284.67 / Max: 285Min: 284 / Avg: 285 / Max: 286

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 387.587.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 87.4 / Avg: 87.47 / Max: 87.5Min: 87.7 / Avg: 87.73 / Max: 87.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 0.07, N = 3SE +/- 0.07, N = 390.791.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 90.6 / Avg: 90.67 / Max: 90.8Min: 91 / Avg: 91.07 / Max: 91.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100103105

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPop OS 20.04 DefaultPop OS 20.04 Optimized48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 315.315.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 15.3 / Avg: 15.3 / Max: 15.3Min: 15.1 / Avg: 15.1 / Max: 15.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 0.58, N = 3384386
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04 DefaultPop OS 20.04 Optimized70140210280350Min: 385 / Avg: 386 / Max: 387

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPop OS 20.04 DefaultPop OS 20.04 Optimized510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 320.220.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPop OS 20.04 DefaultPop OS 20.04 Optimized510152025Min: 20.1 / Avg: 20.17 / Max: 20.2Min: 20.4 / Avg: 20.47 / Max: 20.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 0.06, N = 3SE +/- 0.06, N = 386.687.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 86.5 / Avg: 86.6 / Max: 86.7Min: 87.2 / Avg: 87.3 / Max: 87.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePop OS 20.04 DefaultPop OS 20.04 Optimized306090120150136136

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPop OS 20.04 DefaultPop OS 20.04 Optimized48121620SE +/- 0.09, N = 3SE +/- 0.06, N = 314.614.6
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 14.4 / Avg: 14.57 / Max: 14.7Min: 14.5 / Avg: 14.6 / Max: 14.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePop OS 20.04 DefaultPop OS 20.04 Optimized918273645SE +/- 0.03, N = 3SE +/- 0.03, N = 338.338.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePop OS 20.04 DefaultPop OS 20.04 Optimized816243240Min: 38.2 / Avg: 38.27 / Max: 38.3Min: 38.3 / Avg: 38.37 / Max: 38.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 1.20, N = 3353349
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.04 DefaultPop OS 20.04 Optimized60120180240300Min: 351 / Avg: 353.33 / Max: 355

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: EXPoSEPop OS 20.04 DefaultPop OS 20.04 Optimized1020304050SE +/- 0.15, N = 3SE +/- 0.25, N = 345.5245.61
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSEPop OS 20.04 DefaultPop OS 20.04 Optimized918273645Min: 45.22 / Avg: 45.52 / Max: 45.67Min: 45.28 / Avg: 45.61 / Max: 46.09

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyPop OS 20.04 DefaultPop OS 20.04 Optimized48121620SE +/- 0.16, N = 3SE +/- 0.17, N = 314.6214.63
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyPop OS 20.04 DefaultPop OS 20.04 Optimized48121620Min: 14.33 / Avg: 14.62 / Max: 14.9Min: 14.35 / Avg: 14.63 / Max: 14.93

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianPop OS 20.04 DefaultPop OS 20.04 Optimized246810SE +/- 0.057, N = 3SE +/- 0.051, N = 37.9117.920
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianPop OS 20.04 DefaultPop OS 20.04 Optimized3691215Min: 7.81 / Avg: 7.91 / Max: 8.01Min: 7.83 / Avg: 7.92 / Max: 8.01

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylinePop OS 20.04 DefaultPop OS 20.04 Optimized20406080100SE +/- 0.17, N = 3SE +/- 0.13, N = 391.3792.44
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylinePop OS 20.04 DefaultPop OS 20.04 Optimized20406080100Min: 91.08 / Avg: 91.37 / Max: 91.67Min: 92.18 / Avg: 92.44 / Max: 92.59

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointPop OS 20.04 DefaultPop OS 20.04 Optimized714212835SE +/- 0.09, N = 3SE +/- 0.16, N = 330.2230.10
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointPop OS 20.04 DefaultPop OS 20.04 Optimized714212835Min: 30.09 / Avg: 30.22 / Max: 30.39Min: 29.91 / Avg: 30.1 / Max: 30.41

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 ScorePop OS 20.04 DefaultPop OS 20.04 Optimized40080012001600200019481944

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScorePop OS 20.04 DefaultPop OS 20.04 Optimized3006009001200150015651563

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScorePop OS 20.04 DefaultPop OS 20.04 Optimized800160024003200400035133507

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmPop OS 20.04 DefaultPop OS 20.04 Optimized612182430SE +/- 0.02, N = 3SE +/- 0.04, N = 325.1525.17
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmPop OS 20.04 DefaultPop OS 20.04 Optimized612182430Min: 25.1 / Avg: 25.15 / Max: 25.19Min: 25.13 / Avg: 25.17 / Max: 25.24

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 0.22.1Pop OS 20.04 DefaultPop OS 20.04 Optimized306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3153.23153.32
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Pop OS 20.04 DefaultPop OS 20.04 Optimized306090120150Min: 153.18 / Avg: 153.23 / Max: 153.25Min: 153.26 / Avg: 153.32 / Max: 153.36

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 MetricPop OS 20.04 DefaultPop OS 20.04 Optimized40K80K120K160K200K2094722089351. (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 -lGL -lGLdispatch -lX11 -lpthread -ldl -luuid -lm

107 Results Shown

C-Blosc
High Performance Conjugate Gradient
NAS Parallel Benchmarks:
  BT.C
  EP.C
  EP.D
  FT.C
  LU.C
  MG.C
  SP.B
CloverLeaf
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
Timed MrBayes Analysis
Timed MAFFT Alignment
LAMMPS Molecular Dynamics Simulator
Zstd Compression:
  3
  19
John The Ripper:
  Blowfish
  MD5
oneDNN:
  IP Batch 1D - bf16bf16bf16 - CPU
  IP Batch All - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_1d - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_3d - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
dav1d:
  Chimera 1080p
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
AOM AV1:
  Speed 4 Two-Pass
  Speed 6 Realtime
  Speed 6 Two-Pass
  Speed 8 Realtime
SVT-AV1:
  Enc Mode 0 - 1080p
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
ACES DGEMM
Coremark
Himeno Benchmark
Stockfish
libavif avifenc:
  0
  2
  8
  10
POV-Ray
YafaRay
Numpy Benchmark
Cython benchmark
Montage Astronomical Image Mosaic Engine
glibc bench:
  cos
  exp
  ffs
  sin
  log2
  modf
  sinh
  sqrt
  tanh
  asinh
  atanh
  ffsll
  sincos
  pthread_once
GROMACS
Darmstadt Automotive Parallel Heterogeneous Suite:
  OpenMP - NDT Mapping
  OpenMP - Points2Image
  OpenMP - Euclidean Cluster
SQLite Speedtest
Hugin
OCRMyPDF
Redis:
  GET
  SET
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
  No - Inference - IMDB LSTM - CPU
  No - Inference - Mobilenet - CPU
  No - Inference - ResNet 50 - CPU
  No - Inference - DenseNet 201 - CPU
  No - Inference - Inception V3 - CPU
PyBench
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Numenta Anomaly Benchmark:
  EXPoSE
  Relative Entropy
  Windowed Gaussian
  Earthgecko Skyline
  Bayesian Changepoint
AI Benchmark Alpha:
  Device Inference Score
  Device Training Score
  Device AI Score
Mlpack Benchmark
Scikit-Learn
BRL-CAD