Clear Linux vs. Ubuntu 21.04 Benchmarks

Ubuntu 21.04 vs. Clear Linux benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2104228-IB-2104227IB95&rdt&grs.

Clear Linux vs. Ubuntu 21.04 BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionClear Linux 34530Ubuntu 20.10Ubuntu 21.04Intel 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 512GBNVIDIA NV132 11GBRealtek ALC1220ASUS VP28UIntel I219-V + Intel I211Clear Linux OS 345305.10.31-1033.native (x86_64)GNOME Shell 3.38.4X Server 1.20.11nouveau4.3 Mesa 21.0.2GCC 10.3.1 20210419 releases/gcc-10.3.0-53-gab83ce42ea + Clang 10.0.1 + LLVM 10.0.1ext42560x1600NVIDIA GeForce GTX 1080 TiUbuntu 20.105.8.0-50-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9GCC 10.2.0Ubuntu 21.045.11.0-16-generic (x86_64)GNOME Shell 3.38.4X Server + WaylandGCC 10.3.0OpenBenchmarking.orgKernel Details- Clear Linux 34530: Transparent Huge Pages: always- Ubuntu 20.10: Transparent Huge Pages: madvise- Ubuntu 21.04: Transparent Huge Pages: madviseEnvironment Details- Clear Linux 34530: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags -Wa,-mbranches-within-32B-boundaries" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries -fvisibility-inlines-hidden -Wl,--enable-new-dtags" MESA_GLSL_CACHE_DISABLE=0 FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector --param=ssp-buffer-size=32 -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -Wa,-mbranches-within-32B-boundaries" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx"" Compiler Details- Clear Linux 34530: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=westmere --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=haswell - Ubuntu 20.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --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- Clear Linux 34530: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x5003006- Ubuntu 20.10: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01- Ubuntu 21.04: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x5003003Python Details- Clear Linux 34530: Python 3.9.2- Ubuntu 20.10: Python 3.8.6- Ubuntu 21.04: Python 3.9.4Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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 + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

Clear Linux vs. Ubuntu 21.04 Benchmarksrodinia: OpenMP CFD Solversystemd-boot-total: Kernelrodinia: OpenMP Streamclusternpb: EP.Cpyperformance: python_startupselenium: Speedometer - Firefoxselenium: Jetstream 2 - Firefoxphpbench: PHP Benchmark Suiteselenium: PSPDFKit WASM - Firefoxdraco: Church Facadesvt-av1: Enc Mode 8 - 1080pai-benchmark: Device Training Scoreliquid-dsp: 32 - 256 - 57simdjson: PartialTweetsliquid-dsp: 36 - 256 - 57ai-benchmark: Device AI Scoresvt-av1: Enc Mode 4 - 1080pnpb: LU.Coidn: Memorialplaidml: No - Inference - ResNet 50 - CPUliquid-dsp: 16 - 256 - 57ai-benchmark: Device Inference Scorebuild-linux-kernel: Time To Compilepyperformance: pathlibpyperformance: nbodydraco: Lionpyperformance: json_loadsplaidml: No - Inference - VGG16 - CPUsvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ptensorflow-lite: Inception V4indigobench: CPU - Supercarplaidml: No - Inference - VGG19 - CPUselenium: Kraken - Firefoxsvt-vp9: VMAF Optimized - Bosphorus 1080pselenium: WASM imageConvolute - Firefoxsvt-hevc: 7 - Bosphorus 1080pgmpbench: Total Timetensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2rodinia: OpenMP Leukocytex265: Bosphorus 4Kluxcorerender: LuxCore Benchmark - CPUtensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantindigobench: CPU - Bedroompyperformance: 2to3pybench: Total For Average Test Timesopenvkl: vklBenchmarkStructuredVolumetensorflow-lite: NASNet Mobilesimdjson: LargeRandquantlib: rawtherapee: Total Benchmark Timeospray: Magnetic Reconnection - SciVispyperformance: crypto_pyaesluxcorerender: Danish Mood - CPUblender: Barbershop - CPU-Onlyrodinia: OpenMP LavaMDblender: BMW27 - CPU-Onlyospray: San Miguel - SciVisospray: NASA Streamlines - Path Tracersimdjson: Kostyav-ray: CPUopenvkl: vklBenchmarksimdjson: DistinctUserIDrodinia: OpenMP HotSpot3Dincompact3d: input.i3d 193 Cells Per Directionpyperformance: floatospray: NASA Streamlines - SciVisospray: San Miguel - Path Tracersvt-hevc: 1 - Bosphorus 1080pstockfish: Total Timesecuremark: SecureMark-TLSpyperformance: raytraceluxcorerender: DLSC - CPUluxcorerender: Orange Juice - CPUpyperformance: goospray: XFrog Forest - SciVispyperformance: django_templateospray: XFrog Forest - Path Tracerlczero: Eigenluajit: Compositeembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonpyperformance: chaospyperformance: pickle_pure_pythonselenium: WASM collisionDetection - Firefoxembree: Pathtracer ISPC - Crowngromacs: water_GMX50_bareembree: Pathtracer - Crownpyperformance: regex_compileplaidml: No - Inference - Inception V3 - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - IMDB LSTM - CPUselenium: StyleBench - Firefoxospray: Magnetic Reconnection - Path Tracerluxcorerender: Rainbow Colors and Prism - CPUnamd: ATPase Simulation - 327,506 Atomsnpb: EP.DClear Linux 34530Ubuntu 20.10Ubuntu 21.0410.860147215.1392491.287.3613196.20210929042843674649.473174710098666675.01105183333338016.07442725.7125.096.25797183333205447.44112.994.3517319.429.65260.41401.07319.0517023508.4124.521079.6311.5132.8198.706326.8117481150747758.31323.292.4980849.083549.73.456260860753199331095971.072546.451.32230.3085.02.22371.43123.84393.3228.316.992.79182722815.1592.59080.939989791.037.042.5112.91509707902772093752.914.672004.5838.12.518891701.7923.222527.540485.6356460.621.28281.59619.73451366.653.6913.68778.6193.5400.0011.030.976802552.9943.503361931.0051650.7611.094.280.7178008143155847042.60314268288233334.1688478666732145.19638641.4724.585.46700523333178854.45714.8104591821.826.70243.81371.07303.9018788187.62822.501187.1300.5631.2185.385794.6128073164264063.29222.222.3087450.790272.53.203279925750023921172911.002393.550.26028.5790.12.10390.81130.28698.0027.036.682.67175142704.9796.31082.585411194.435.712.4212.47493127292694723872.824.532034.4638.92.449101660.2422.674827.419987.1357464.321.46131.58719.703113679.8344.4411.111.852941999.1811.782300714.9932301.709.2792.769.4218097803830842139.6438508433334.398778433335.33145018.5221.625.3968925666748.87314.3108592021.227.09234.67361.74288.5918501378.04922.281173.5283.8430.0181.975942.5127073163863759.27121.502.3987417.090094.13.342280913700964421156681.012486.048.36229.4187.02.22378.52126.86893.9627.786.852.76177962794.9593.12784.066754793.935.712.4812.46506009962682493812.894.612064.5939.22.518871688.5322.751128.074086.7351457.921.413919.736613664.1333.3311.420.981302358.63OpenBenchmarking.org

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverClear Linux 34530Ubuntu 20.10Ubuntu 21.041020304050SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.14, N = 410.8643.5011.781. (CXX) g++ options: -O2 -lOpenCL

Systemd Total Boot Time

Test: Kernel

OpenBenchmarking.orgms, Fewer Is BetterSystemd Total Boot TimeTest: KernelClear Linux 34530Ubuntu 20.10Ubuntu 21.048001600240032004000147236193007

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterClear Linux 34530Ubuntu 20.10Ubuntu 21.04714212835SE +/- 0.14, N = 15SE +/- 0.47, N = 15SE +/- 0.02, N = 315.1431.0114.991. (CXX) g++ options: -O2 -lOpenCL

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CClear Linux 34530Ubuntu 20.10Ubuntu 21.045001000150020002500SE +/- 29.95, N = 3SE +/- 16.44, N = 6SE +/- 17.34, N = 152491.281650.762301.70-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34530: 3.23. Ubuntu 20.10: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.0

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupClear Linux 34530Ubuntu 20.10Ubuntu 21.043691215SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 37.3611.009.27

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.04306090120150SE +/- 1.33, N = 3SE +/- 1.14, N = 3SE +/- 0.41, N = 3131.094.292.71. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.71, N = 3SE +/- 0.25, N = 3SE +/- 0.36, N = 396.2080.7269.421. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteClear Linux 34530Ubuntu 20.10Ubuntu 21.04200K400K600K800K1000KSE +/- 228.91, N = 3SE +/- 5288.05, N = 3SE +/- 609.11, N = 31092904800814809780

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.048001600240032004000SE +/- 3.28, N = 3SE +/- 5.20, N = 3SE +/- 8.00, N = 22843315538301. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

Google Draco

Model: Church Facade

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.4.1Model: Church FacadeClear Linux 34530Ubuntu 20.10Ubuntu 21.042K4K6K8K10KSE +/- 39.43, N = 3SE +/- 22.01, N = 3674684708421-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.041122334455SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.36, N = 349.4742.6039.641. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreClear Linux 34530Ubuntu 20.1040080012001600200017471426

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Clear Linux 34530Ubuntu 20.10Ubuntu 21.04200M400M600M800M1000MSE +/- 371184.29, N = 3SE +/- 1387675.91, N = 3SE +/- 504656.10, N = 31009866667828823333850843333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsClear Linux 34530Ubuntu 20.10Ubuntu 21.041.12732.25463.38194.50925.6365SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.014.164.39-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

Liquid-DSP

Threads: 36 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 36 - Buffer Length: 256 - Filter Length: 57Clear Linux 34530Ubuntu 20.10Ubuntu 21.04200M400M600M800M1000MSE +/- 2816814.59, N = 3SE +/- 286201.17, N = 3SE +/- 87622.93, N = 31051833333884786667877843333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreClear Linux 34530Ubuntu 20.10800160024003200400038013214

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.04246810SE +/- 0.058, N = 3SE +/- 0.044, N = 3SE +/- 0.017, N = 36.0745.1965.3311. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CClear Linux 34530Ubuntu 20.10Ubuntu 21.0410K20K30K40K50KSE +/- 104.15, N = 3SE +/- 512.08, N = 3SE +/- 83.19, N = 342725.7138641.4745018.52-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34530: 3.23. Ubuntu 20.10: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.0

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialClear Linux 34530Ubuntu 20.10Ubuntu 21.04612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 325.0924.5821.62

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.04246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 36.255.465.39

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Clear Linux 34530Ubuntu 20.10Ubuntu 21.04200M400M600M800M1000MSE +/- 472734.36, N = 3SE +/- 480150.44, N = 3SE +/- 259829.00, N = 3797183333700523333689256667-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreClear Linux 34530Ubuntu 20.1040080012001600200020541788

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileClear Linux 34530Ubuntu 20.10Ubuntu 21.041224364860SE +/- 0.67, N = 3SE +/- 0.68, N = 3SE +/- 0.54, N = 347.4454.4648.87

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 34530Ubuntu 20.10Ubuntu 21.0448121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 312.914.814.3

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.06, N = 3SE +/- 0.33, N = 394.3104.0108.0

Google Draco

Model: Lion

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.4.1Model: LionClear Linux 34530Ubuntu 20.10Ubuntu 21.0413002600390052006500SE +/- 14.97, N = 3SE +/- 19.86, N = 3SE +/- 3.79, N = 3517359185920-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsClear Linux 34530Ubuntu 20.10Ubuntu 21.04510152025SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 319.421.821.2

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.04714212835SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.32, N = 329.6526.7027.09

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.0460120180240300SE +/- 0.40, N = 3SE +/- 0.46, N = 3SE +/- 0.89, N = 3260.41243.81234.67-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.0490180270360450SE +/- 0.27, N = 3SE +/- 1.66, N = 3SE +/- 0.98, N = 3401.07371.07361.74-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.0470140210280350SE +/- 1.17, N = 3SE +/- 0.25, N = 3SE +/- 1.26, N = 3319.05303.90288.59-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Clear Linux 34530Ubuntu 20.10Ubuntu 21.04400K800K1200K1600K2000KSE +/- 117.90, N = 3SE +/- 21624.22, N = 4SE +/- 361.59, N = 3170235018788181850137

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarClear Linux 34530Ubuntu 20.10Ubuntu 21.04246810SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.018, N = 38.4107.6288.049

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.04612182430SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 324.5222.5022.28

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.0430060090012001500SE +/- 2.34, N = 3SE +/- 5.04, N = 3SE +/- 2.40, N = 31079.61187.11173.51. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.0470140210280350SE +/- 3.76, N = 3SE +/- 2.96, N = 6SE +/- 2.44, N = 8311.51300.56283.84-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.04816243240SE +/- 0.03, N = 3SE +/- 0.48, N = 15SE +/- 0.43, N = 1532.831.230.01. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.044080120160200SE +/- 0.17, N = 3SE +/- 0.46, N = 3SE +/- 0.83, N = 3198.70185.38181.97-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

GNU GMP GMPbench

Total Time

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total TimeClear Linux 34530Ubuntu 20.10Ubuntu 21.04140028004200560070006326.85794.65942.5-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-fomit-frame-pointer-fomit-frame-pointer1. (CC) gcc options: -O3 -lm

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetClear Linux 34530Ubuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 41.38, N = 3SE +/- 94.63, N = 3SE +/- 24.46, N = 3117481128073127073

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Clear Linux 34530Ubuntu 20.10Ubuntu 21.04400K800K1200K1600K2000KSE +/- 97.35, N = 3SE +/- 120.55, N = 3SE +/- 211.84, N = 3150747716426401638637

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteClear Linux 34530Ubuntu 20.10Ubuntu 21.041428425670SE +/- 0.12, N = 3SE +/- 0.31, N = 3SE +/- 0.33, N = 358.3163.2959.271. (CXX) g++ options: -O2 -lOpenCL

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KClear Linux 34530Ubuntu 20.10Ubuntu 21.04612182430SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 323.2922.2221.50-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.040.56031.12061.68092.24122.8015SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.492.302.39MIN: 0.82 / MAX: 2.96MIN: 0.72 / MAX: 2.79MIN: 0.76 / MAX: 2.87

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatClear Linux 34530Ubuntu 20.10Ubuntu 21.0420K40K60K80K100KSE +/- 12.27, N = 3SE +/- 11.13, N = 3SE +/- 56.37, N = 380849.087450.787417.0

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantClear Linux 34530Ubuntu 20.10Ubuntu 21.0420K40K60K80K100KSE +/- 11.82, N = 3SE +/- 71.98, N = 3SE +/- 40.31, N = 383549.790272.590094.1

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomClear Linux 34530Ubuntu 20.10Ubuntu 21.040.77761.55522.33283.11043.888SE +/- 0.014, N = 3SE +/- 0.034, N = 3SE +/- 0.013, N = 33.4563.2033.342

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Clear Linux 34530Ubuntu 20.10Ubuntu 21.0460120180240300SE +/- 1.20, N = 3260279280

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesClear Linux 34530Ubuntu 20.10Ubuntu 21.042004006008001000SE +/- 2.73, N = 3SE +/- 1.20, N = 3SE +/- 1.86, N = 3860925913

OpenVKL

Benchmark: vklBenchmarkStructuredVolume

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeClear Linux 34530Ubuntu 20.10Ubuntu 21.0416M32M48M64M80MSE +/- 336982.44, N = 3SE +/- 35064.09, N = 3SE +/- 85841.63, N = 3753199337500239270096442MIN: 1289261 / MAX: 587364120MIN: 1215140 / MAX: 614283120MIN: 1258154 / MAX: 552909672

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileClear Linux 34530Ubuntu 20.10Ubuntu 21.0430K60K90K120K150KSE +/- 73.90, N = 3SE +/- 320.71, N = 3SE +/- 74.90, N = 3109597117291115668

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandomClear Linux 34530Ubuntu 20.10Ubuntu 21.040.24080.48160.72240.96321.204SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.071.001.01-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

QuantLib

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Clear Linux 34530Ubuntu 20.10Ubuntu 21.045001000150020002500SE +/- 2.77, N = 3SE +/- 20.76, N = 8SE +/- 28.40, N = 32546.42393.52486.0-lboost_timer -lboost_system -lboost_chrono1. (CXX) g++ options: -O3 -march=native -rdynamic

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeClear Linux 34530Ubuntu 20.10Ubuntu 21.041224364860SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 351.3250.2648.361. Clear Linux 34530: RawTherapee, version , command line.2. Ubuntu 20.10: RawTherapee, version 5.8, command line.3. Ubuntu 21.04: RawTherapee, version 5.8, command line.

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisClear Linux 34530Ubuntu 20.10Ubuntu 21.04714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 330.3028.5729.41MIN: 28.57 / MAX: 31.25MIN: 26.32 / MAX: 29.41MIN: 28.57 / MAX: 30.3

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 385.090.187.0

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.040.49950.9991.49851.9982.4975SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.222.102.22MIN: 0.68 / MAX: 2.67MIN: 0.67 / MAX: 2.55MIN: 0.7 / MAX: 2.65

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyClear Linux 34530Ubuntu 20.10Ubuntu 21.0480160240320400SE +/- 0.80, N = 3SE +/- 4.43, N = 3SE +/- 0.34, N = 3371.43390.81378.52

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDClear Linux 34530Ubuntu 20.10Ubuntu 21.04306090120150SE +/- 0.12, N = 3SE +/- 1.10, N = 3SE +/- 0.80, N = 3123.84130.29126.871. (CXX) g++ options: -O2 -lOpenCL

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 393.3298.0093.96

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisClear Linux 34530Ubuntu 20.10Ubuntu 21.04714212835SE +/- 0.26, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 328.3127.0327.78MIN: 27.03 / MAX: 28.57MIN: 23.26 / MAX: 27.78MIN: 26.32 / MAX: 28.57

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerClear Linux 34530Ubuntu 20.10Ubuntu 21.04246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.996.686.85MIN: 6.9 / MAX: 7.14MIN: 6.58 / MAX: 6.85MIN: 6.67 / MAX: 6.99

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: KostyaClear Linux 34530Ubuntu 20.10Ubuntu 21.040.62781.25561.88342.51123.139SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.792.672.76-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.044K8K12K16K20KSE +/- 20.79, N = 3SE +/- 43.38, N = 3SE +/- 167.33, N = 3182721751417796

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkClear Linux 34530Ubuntu 20.10Ubuntu 21.0460120180240300SE +/- 0.67, N = 3SE +/- 1.86, N = 3SE +/- 0.58, N = 3281270279MIN: 1 / MAX: 1136MIN: 1 / MAX: 1130MIN: 1 / MAX: 1131

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserIDClear Linux 34530Ubuntu 20.10Ubuntu 21.041.15882.31763.47644.63525.794SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.154.974.95-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.05, N = 3SE +/- 0.64, N = 3SE +/- 0.04, N = 392.5996.3193.131. (CXX) g++ options: -O2 -lOpenCL

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 380.9482.5984.07-lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 391.094.493.9

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisClear Linux 34530Ubuntu 20.10Ubuntu 21.04918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 337.0435.7135.71MIN: 34.48MIN: 33.33MIN: 33.33 / MAX: 37.04

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerClear Linux 34530Ubuntu 20.10Ubuntu 21.040.56481.12961.69442.25922.824SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.512.422.48MIN: 2.5 / MAX: 2.53MIN: 2.36 / MAX: 2.44MIN: 2.46 / MAX: 2.49

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pClear Linux 34530Ubuntu 20.10Ubuntu 21.043691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 312.9112.4712.46-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeClear Linux 34530Ubuntu 20.10Ubuntu 21.0411M22M33M44M55MSE +/- 599064.49, N = 3SE +/- 410365.12, N = 3SE +/- 492772.22, N = 3509707904931272950600996-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -lgcov -m64 -lpthread -O3 -fno-exceptions -std=c++17 -pedantic -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -fprofile-use -fno-peel-loops -fno-tracer -flto=jobserver

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSClear Linux 34530Ubuntu 20.10Ubuntu 21.0460K120K180K240K300KSE +/- 136.59, N = 3SE +/- 119.79, N = 3SE +/- 76.20, N = 32772092694722682491. (CC) gcc options: -pedantic -O3

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 34530Ubuntu 20.10Ubuntu 21.0480160240320400SE +/- 0.67, N = 3SE +/- 0.33, N = 3375387381

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.040.65481.30961.96442.61923.274SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.912.822.89MIN: 2.81 / MAX: 3.04MIN: 2.72 / MAX: 2.95MIN: 2.8 / MAX: 3

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.041.05082.10163.15244.20325.254SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 34.674.534.61MIN: 4.54 / MAX: 4.74MIN: 4.43 / MAX: 4.6MIN: 4.46 / MAX: 4.69

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goClear Linux 34530Ubuntu 20.10Ubuntu 21.0450100150200250200203206

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisClear Linux 34530Ubuntu 20.10Ubuntu 21.041.03282.06563.09844.13125.164SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.584.464.59MIN: 4.55 / MAX: 4.61MIN: 4.37 / MAX: 4.52MIN: 4.55 / MAX: 4.61

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateClear Linux 34530Ubuntu 20.10Ubuntu 21.04918273645SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 338.138.939.2

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerClear Linux 34530Ubuntu 20.10Ubuntu 21.040.56481.12961.69442.25922.824SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.512.442.51MIN: 2.49 / MAX: 2.52MIN: 2.39 / MAX: 2.46MIN: 2.49 / MAX: 2.52

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenClear Linux 34530Ubuntu 20.10Ubuntu 21.042004006008001000SE +/- 3.61, N = 3SE +/- 8.17, N = 9SE +/- 6.84, N = 3889910887-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -flto -pthread

LuaJIT

Test: Composite

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositeClear Linux 34530Ubuntu 20.10Ubuntu 21.04400800120016002000SE +/- 13.26, N = 3SE +/- 14.34, N = 3SE +/- 2.64, N = 31701.791660.241688.53-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonClear Linux 34530Ubuntu 20.10Ubuntu 21.04612182430SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 323.2222.6722.75MIN: 22.67 / MAX: 23.78MIN: 22.3 / MAX: 23.09MIN: 22.3 / MAX: 23.19

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonClear Linux 34530Ubuntu 20.10Ubuntu 21.04714212835SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 327.5427.4228.07MIN: 27.08 / MAX: 28.31MIN: 27.1 / MAX: 28.07MIN: 27.35 / MAX: 28.55

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 385.687.186.7

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 34530Ubuntu 20.10Ubuntu 21.0480160240320400SE +/- 0.33, N = 3SE +/- 1.67, N = 3SE +/- 0.88, N = 3356357351

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.04100200300400500SE +/- 1.30, N = 3SE +/- 0.94, N = 3SE +/- 1.29, N = 3460.6464.3457.91. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownClear Linux 34530Ubuntu 20.10Ubuntu 21.04510152025SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 321.2821.4621.41MIN: 20.11 / MAX: 22.07MIN: 21.24 / MAX: 21.83MIN: 21 / MAX: 21.88

GROMACS

Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021Input: water_GMX50_bareClear Linux 34530Ubuntu 20.100.35910.71821.07731.43641.7955SE +/- 0.003, N = 3SE +/- 0.002, N = 31.5961.587-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownClear Linux 34530Ubuntu 20.10Ubuntu 21.04510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 319.7319.7019.74MIN: 19.56 / MAX: 20.02MIN: 19.35 / MAX: 19.98MIN: 19.5 / MAX: 20.08

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 34530Ubuntu 20.10Ubuntu 21.04306090120150136136136

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPUClear Linux 34530246810SE +/- 0.02, N = 36.65

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUClear Linux 345300.83031.66062.49093.32124.1515SE +/- 0.01, N = 33.69

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUClear Linux 3453048121620SE +/- 0.04, N = 313.68

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUClear Linux 345302004006008001000SE +/- 0.80, N = 3778.61

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxClear Linux 34530Ubuntu 20.10Ubuntu 21.0420406080100SE +/- 1.55, N = 15SE +/- 0.64, N = 3SE +/- 0.47, N = 1193.579.864.11. Clear Linux 34530: firefox 88.02. Ubuntu 20.10: firefox 87.03. Ubuntu 21.04: firefox 87.0

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerClear Linux 34530Ubuntu 20.10Ubuntu 21.0490180270360450SE +/- 21.82, N = 15SE +/- 11.11, N = 15SE +/- 0.00, N = 3400.00344.44333.33MIN: 90.91 / MAX: 500MIN: 250 / MAX: 500MIN: 250 / MAX: 500

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUClear Linux 34530Ubuntu 20.10Ubuntu 21.043691215SE +/- 0.22, N = 15SE +/- 0.12, N = 4SE +/- 0.13, N = 311.0311.1111.42MIN: 8.54 / MAX: 12.05MIN: 10.19 / MAX: 11.38MIN: 11.21 / MAX: 11.7

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 34530Ubuntu 20.10Ubuntu 21.040.41690.83381.25071.66762.0845SE +/- 0.00301, N = 3SE +/- 0.02930, N = 15SE +/- 0.00386, N = 30.976801.852940.98130

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DClear Linux 34530Ubuntu 20.10Ubuntu 21.045001000150020002500SE +/- 3.68, N = 3SE +/- 33.03, N = 15SE +/- 3.96, N = 32552.991999.182358.63-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34530: 3.23. Ubuntu 20.10: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.0

Phoronix Test Suite v10.8.5