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.

HTML result view exported from: https://openbenchmarking.org/result/2007118-NE-COREI910948.

Core i9 10980XE Pop OS Skylake Opt TestProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionOpenGLPop OS 20.04 DefaultPop OS 20.04 OptimizedIntel 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 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 9.3.0ext43840x2160NVIDIA NV132 11GB4.3 Mesa 20.0.8OpenBenchmarking.orgCompiler Details- 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 Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5002f01Python Details- Python 2.7.18rc1 + Python 3.8.2Security 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

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

Compressor: blosclz

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

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

NAS Parallel Benchmarks

Test / Class: BT.C

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

NAS Parallel Benchmarks

Test / Class: EP.C

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

NAS Parallel Benchmarks

Test / Class: EP.D

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

NAS Parallel Benchmarks

Test / Class: FT.C

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

NAS Parallel Benchmarks

Test / Class: LU.C

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

NAS Parallel Benchmarks

Test / Class: MG.C

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

NAS Parallel Benchmarks

Test / Class: SP.B

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

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

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

Rodinia

Test: OpenMP LavaMD

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

Rodinia

Test: OpenMP HotSpot3D

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

Rodinia

Test: OpenMP Leukocyte

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

Rodinia

Test: OpenMP CFD Solver

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

Rodinia

Test: OpenMP Streamcluster

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

Timed MrBayes Analysis

Primate Phylogeny Analysis

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

Timed MAFFT Alignment

Multiple Sequence Alignment

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

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

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

Zstd Compression

Compression Level: 3

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

Zstd Compression

Compression Level: 19

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

John The Ripper

Test: Blowfish

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

John The Ripper

Test: MD5

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

oneDNN

Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPU

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

oneDNN

Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPU

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

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

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

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPU

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

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPU

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

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

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

dav1d

Video Input: Chimera 1080p

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

dav1d

Video Input: Summer Nature 4K

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

dav1d

Video Input: Summer Nature 1080p

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

dav1d

Video Input: Chimera 1080p 10-bit

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

AOM AV1

Encoder Mode: Speed 4 Two-Pass

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

AOM AV1

Encoder Mode: Speed 6 Realtime

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

AOM AV1

Encoder Mode: Speed 6 Two-Pass

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

AOM AV1

Encoder Mode: Speed 8 Realtime

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

SVT-AV1

Encoder Mode: Enc Mode 0 - Input: 1080p

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

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

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

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

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

ACES DGEMM

Sustained Floating-Point Rate

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

Coremark

CoreMark Size 666 - Iterations Per Second

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

Himeno Benchmark

Poisson Pressure Solver

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

Stockfish

Total Time

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

libavif avifenc

Encoder Speed: 0

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

libavif avifenc

Encoder Speed: 2

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

libavif avifenc

Encoder Speed: 8

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

libavif avifenc

Encoder Speed: 10

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

POV-Ray

Trace Time

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

YafaRay

Total Time For Sample Scene

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

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkPop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 0.30, N = 3SE +/- 1.22, N = 3374.56379.91

Cython benchmark

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

Montage Astronomical Image Mosaic Engine

Mosaic of M17, K band, 1.5 deg x 1.5 deg

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

glibc bench

Benchmark: cos

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

glibc bench

Benchmark: exp

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

glibc bench

Benchmark: ffs

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

glibc bench

Benchmark: sin

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

glibc bench

Benchmark: log2

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

glibc bench

Benchmark: modf

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

glibc bench

Benchmark: sinh

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

glibc bench

Benchmark: sqrt

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

glibc bench

Benchmark: tanh

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

glibc bench

Benchmark: asinh

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

glibc bench

Benchmark: atanh

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

glibc bench

Benchmark: ffsll

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

glibc bench

Benchmark: sincos

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

glibc bench

Benchmark: pthread_once

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

GROMACS

Water Benchmark

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

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

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

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Points2Image

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

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Euclidean Cluster

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

SQLite Speedtest

Timed Time - Size 1,000

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

Hugin

Panorama Photo Assistant + Stitching Time

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

OCRMyPDF

Processing 60 Page PDF Document

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

Redis

Test: GET

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

Redis

Test: SET

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

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU

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

PlaidML

FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU

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

PyBench

Total For Average Test Times

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

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04 DefaultPop OS 20.04 Optimized4080120160200SE +/- 0.33, N = 3199201

PyPerformance

Benchmark: 2to3

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

PyPerformance

Benchmark: chaos

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

PyPerformance

Benchmark: float

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

PyPerformance

Benchmark: nbody

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

PyPerformance

Benchmark: pathlib

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

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 0.58, N = 3384386

PyPerformance

Benchmark: json_loads

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

PyPerformance

Benchmark: crypto_pyaes

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

PyPerformance

Benchmark: regex_compile

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

PyPerformance

Benchmark: python_startup

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

PyPerformance

Benchmark: django_template

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

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.04 DefaultPop OS 20.04 Optimized80160240320400SE +/- 1.20, N = 3353349

Numenta Anomaly Benchmark

Detector: EXPoSE

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

Numenta Anomaly Benchmark

Detector: Relative Entropy

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

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

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

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

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

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

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

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScorePop OS 20.04 DefaultPop OS 20.04 Optimized40080012001600200019481944

AI Benchmark Alpha

Device Training Score

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

AI Benchmark Alpha

Device AI Score

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

Mlpack Benchmark

Benchmark: scikit_svm

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

Scikit-Learn

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

BRL-CAD

VGR Performance Metric

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

Phoronix Test Suite v10.8.4