Cascade Lake Clear Linux 2021

2 x Intel Xeon Platinum 8280 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 21.04 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 2103273-IB-2103266IB69
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Clear Linux 34420
March 26 2021
  5 Hours, 57 Minutes
Ubuntu 21.04 Dev
March 26 2021
  8 Hours, 35 Minutes
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Cascade Lake Clear Linux 2021ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionClear Linux 34420Ubuntu 21.04 Dev2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers378GB280GB INTEL SSDPED1D280GAllvmpipeVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEClear Linux OS 344205.10.19-1032.native (x86_64)GNOME Shell 3.38.4X Server 1.20.104.5 Mesa 20.3.4 (LLVM 10.0.1 256 bits)GCC 10.2.1 20210324 releases/gcc-10.2.0-1013-g592388d4f6 + Clang 10.0.1 + LLVM 10.0.1ext41920x1080Ubuntu 21.045.11.0-11-generic (x86_64)GNOME Shell 3.38.3X Server4.5 Mesa 21.0.0 (LLVM 11.0.1 256 bits)GCC 10.2.1 20210320OpenBenchmarking.orgKernel Details- Clear Linux 34420: Transparent Huge Pages: always- Ubuntu 21.04 Dev: Transparent Huge Pages: madviseEnvironment Details- Clear Linux 34420: 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 34420: --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 21.04 Dev: --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-DjbZbO/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-DjbZbO/gcc-10-10.2.1/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 34420: Scaling Governor: intel_pstate performance - CPU Microcode: 0x5003006- Ubuntu 21.04 Dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x5003003Python Details- Clear Linux 34420: Python 3.9.2Security 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 34420 vs. Ubuntu 21.04 Dev ComparisonPhoronix Test SuiteBaseline+47.5%+47.5%+95%+95%+142.5%+142.5%22.1%10.1%8.7%4.1%3.3%3.3%2.8%NASNet Mobile189.8%8, Long Mode - Compression Speed156.5%Chimera 1080p147.4%C.1.1.b136.1%S.N.1123.9%Fishy Cat - CPU-Only72.4%SqueezeNet70.3%Mobilenet Quant67.8%Mobilenet Float63.3%Summer Nature 4K62.3%1050.2%10 - Bosphorus 1080p46%Inception V444.8%IP Shapes 3D - bf16bf16bf16 - CPU42.5%I.R.V41.9%V.Q.O - Bosphorus 1080p38.7%Enc Mode 8 - 1080p35.7%10, Lossless35.4%P.S.O - Bosphorus 1080p34%CPU - MobileNet v231.4%VMAF Optimized - Bosphorus 1080p29.6%R.N.N.I - bf16bf16bf16 - CPU28.8%R.N.N.I - u8s8f32 - CPU28.6%628.6%vklBenchmark26.5%M.M.B.S.T - u8s8f32 - CPU24.8%D.B.s - bf16bf16bf16 - CPU23.9%D.B.s - u8s8f32 - CPU23.8%19 - D.S7 - Bosphorus 1080p21.5%R.N.N.T - bf16bf16bf16 - CPU21.4%R.N.N.T - u8s8f32 - CPU21.3%mobilenet-v1-1.021.2%OpenMP Leukocyte21%112 - 256 - 5720.7%6, Lossless20.7%1 - 256 - 5720%OpenMP CFD Solver18.2%16 - 256 - 5717.4%Enc Mode 4 - 1080p17.2%D.B.s - u8s8f32 - CPU17.1%DistinctUserID16.6%Enc Mode 0 - 1080p16.1%215.7%32 - 256 - 5715%PartialTweets14.2%resnet-v2-5013.9%19 - Compression Speed13.3%M.M.B.S.T - bf16bf16bf16 - CPU13.1%VoiceMark_10012.2%IP Shapes 1D - bf16bf16bf16 - CPU12.1%C.B.S.A - bf16bf16bf16 - CPU10.1%19, Long Mode - D.SC.B.S.A - u8s8f32 - CPU9.3%EP.D8.9%LU.CLargeRand8.6%64 - 256 - 578.6%OpenMP LavaMD8.4%ATPase Simulation - 327,506 Atoms7.8%inception-v37.4%O.S6.4%D.B.s - bf16bf16bf16 - CPU5.5%SqueezeNetV1.05.4%1 - Bosphorus 1080p5.4%CPU5.4%Memorial4.7%9 - Compression Speed4.4%OpenMP HotSpot3D4.4%IP Shapes 1D - u8s8f32 - CPUCPU - SqueezeNet v1.14%Kostya3.7%Pathtracer - Asian Dragon3.4%CPU - Bedroom3.4%19, Long Mode - Compression Speed3 - D.SCPU - Supercar3.2%9 - D.SMobileNetV2_2242.7%Pathtracer - Crown2.6%Total Time2.6%X.b.i.i2.1%San Miguel - Path Tracer2%TensorFlow LiteZstd Compressiondav1ddav1ddav1dBlenderTensorFlow LiteTensorFlow LiteTensorFlow Litedav1dlibavif avifencSVT-HEVCTensorFlow LiteoneDNNTensorFlow LiteSVT-VP9SVT-AV1libavif avifencSVT-VP9TNNSVT-VP9oneDNNoneDNNlibavif avifencOpenVKLoneDNNoneDNNoneDNNZstd CompressionSVT-HEVConeDNNoneDNNMobile Neural NetworkRodiniaLiquid-DSPlibavif avifencLiquid-DSPRodiniaLiquid-DSPSVT-AV1oneDNNsimdjsonSVT-AV1libavif avifencLiquid-DSPsimdjsonMobile Neural NetworkZstd CompressiononeDNNGoogle SynthMarkoneDNNoneDNNZstd CompressiononeDNNNAS Parallel BenchmarksNAS Parallel BenchmarkssimdjsonLiquid-DSPRodiniaNAMDMobile Neural NetworkRodiniaoneDNNMobile Neural NetworkSVT-HEVCChaos Group V-RAYIntel Open Image DenoiseLZ4 CompressionRodiniaoneDNNTNNsimdjsonEmbreeIndigoBenchZstd CompressionLZ4 CompressionIndigoBenchLZ4 CompressionMobile Neural NetworkEmbreeStockfishXcompact3d Incompact3dOSPrayClear Linux 34420Ubuntu 21.04 Dev

Cascade Lake Clear Linux 2021npb: EP.Dnpb: LU.Crodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternamd: ATPase Simulation - 327,506 Atomsincompact3d: X3D-benchmarking input.i3dincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speeddav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitospray: San Miguel - Path Tracerospray: XFrog Forest - Path Tracerospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Tracerembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonsvt-av1: Enc Mode 0 - 1080psvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080poidn: Memorialopenvkl: vklBenchmarkstockfish: Total Timeavifenc: 2avifenc: 6avifenc: 10avifenc: 6, Losslessavifenc: 10, Losslessonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUsynthmark: VoiceMark_100liquid-dsp: 1 - 256 - 57liquid-dsp: 16 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 64 - 256 - 57liquid-dsp: 112 - 256 - 57gromacs: water_GMX50_baretensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1indigobench: CPU - Bedroomindigobench: CPU - Supercarblender: BMW27 - CPU-Onlyblender: Fishy Cat - CPU-Onlyv-ray: CPUcompress-zstd: 8, Long Mode - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev6759.15125567.3353.547111.14552.6796.54112.9010.37170458.1748254.4892463719.33319662.520.884.014.2148.006096.946.816135.484.31889.2834.838.92087.91038.26396.461010.38240.096.626.6718.5250051.386954.708961.211770.48200.1449.00974.63230.09270.36480.50348.26356.90291.2437.4451113619031730.12111.7343.66928.7136.4421.718881.0387143.623752.110613.818930.3837720.309397900.3393.195914.039064.42830476.656895.445477.7150.3302180.833080614.457587123338228633331518633333231590000028536333335.75961863.588311497445.751318.349894.18116388.15725.7334.7502.67232.477330.630330.1598.57620.20237.8455.71490826207.05136533.7658.053116.00863.7197.73413.7260.40085467.6321114.4697863319.01316642.430.813.513.6148.196297.044.836308.074.42306.2325.540.22297.9419.62244.27451.23101.706.496.6218.1850050.096154.133759.188370.71580.1247.68854.99428.55222.57329.16268.71266.40209.9335.7540413280094234.86115.0855.51234.6598.7251.651791.055464.063723.008054.174840.4492780.3830701092.423.517895.005844.67069613.0721087.27615.2920.4122640.942426547.498489456677011933331320366667213316666723634000005.710105347127901928241783813.383725.411515908.59929.3204.8803.23934.881434.391343.3458.29719.57938.5296.03465732814.2OpenBenchmarking.org

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: EP.DUbuntu 21.04 DevClear Linux 3442014002800420056007000SE +/- 21.90, N = 3SE +/- 29.20, N = 36207.056759.15-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04 Dev: Open MPI 4.1.03. Clear Linux 34420: 3.2
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DUbuntu 21.04 DevClear Linux 3442012002400360048006000Min: 6164.57 / Avg: 6207.05 / Max: 6237.57Min: 6707.66 / Avg: 6759.15 / Max: 6808.761. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04 Dev: Open MPI 4.1.03. Clear Linux 34420: 3.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.04 DevClear Linux 3442030K60K90K120K150KSE +/- 92.89, N = 3SE +/- 241.57, N = 3136533.76125567.33-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04 Dev: Open MPI 4.1.03. Clear Linux 34420: 3.2
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.04 DevClear Linux 3442020K40K60K80K100KMin: 136347.99 / Avg: 136533.76 / Max: 136628.47Min: 125259.54 / Avg: 125567.33 / Max: 126043.741. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04 Dev: Open MPI 4.1.03. Clear Linux 34420: 3.2

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 LavaMDUbuntu 21.04 DevClear Linux 344201326395265SE +/- 0.17, N = 3SE +/- 0.10, N = 358.0553.551. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.04 DevClear Linux 344201122334455Min: 57.78 / Avg: 58.05 / Max: 58.37Min: 53.36 / Avg: 53.55 / Max: 53.681. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.04 DevClear Linux 34420306090120150SE +/- 1.17, N = 6SE +/- 0.17, N = 3116.01111.151. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.04 DevClear Linux 3442020406080100Min: 113.58 / Avg: 116.01 / Max: 121.04Min: 110.82 / Avg: 111.15 / Max: 111.331. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.04 DevClear Linux 344201428425670SE +/- 0.49, N = 3SE +/- 1.63, N = 1563.7252.681. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.04 DevClear Linux 344201224364860Min: 62.79 / Avg: 63.72 / Max: 64.47Min: 44.51 / Avg: 52.68 / Max: 61.871. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 21.04 DevClear Linux 34420246810SE +/- 0.087, N = 15SE +/- 0.127, N = 157.7346.5411. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 21.04 DevClear Linux 344203691215Min: 7.37 / Avg: 7.73 / Max: 8.53Min: 5.43 / Avg: 6.54 / Max: 7.411. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 21.04 DevClear Linux 3442048121620SE +/- 0.29, N = 12SE +/- 0.13, N = 513.7312.901. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 21.04 DevClear Linux 3442048121620Min: 12.34 / Avg: 13.73 / Max: 15.71Min: 12.49 / Avg: 12.9 / Max: 13.331. (CXX) g++ options: -O2 -lOpenCL

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04 DevClear Linux 344200.09020.18040.27060.36080.451SE +/- 0.00344, N = 15SE +/- 0.00145, N = 30.400850.37170
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04 DevClear Linux 3442012345Min: 0.38 / Avg: 0.4 / Max: 0.42Min: 0.37 / Avg: 0.37 / Max: 0.37

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dUbuntu 21.04 DevClear Linux 34420100200300400500SE +/- 6.63, N = 3SE +/- 0.16, N = 3467.63458.17-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
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dUbuntu 21.04 DevClear Linux 3442080160240320400Min: 454.44 / Avg: 467.63 / Max: 475.41Min: 457.86 / Avg: 458.17 / Max: 458.41. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 21.04 DevClear Linux 344201.01012.02023.03034.04045.0505SE +/- 0.04397043, N = 3SE +/- 0.00386211, N = 34.469786334.48924637-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
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 21.04 DevClear Linux 34420246810Min: 4.42 / Avg: 4.47 / Max: 4.56Min: 4.48 / Avg: 4.49 / Max: 4.51. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 21.04 DevClear Linux 34420510152025SE +/- 0.08, N = 3SE +/- 0.02, N = 319.0119.33-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
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 21.04 DevClear Linux 34420510152025Min: 18.87 / Avg: 19.01 / Max: 19.16Min: 19.29 / Avg: 19.33 / Max: 19.361. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: KostyaUbuntu 21.04 DevClear Linux 344200.5671.1341.7012.2682.835SE +/- 0.00, N = 3SE +/- 0.01, N = 32.432.52-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: KostyaUbuntu 21.04 DevClear Linux 34420246810Min: 2.42 / Avg: 2.43 / Max: 2.43Min: 2.51 / Avg: 2.52 / Max: 2.531. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandomUbuntu 21.04 DevClear Linux 344200.1980.3960.5940.7920.99SE +/- 0.00, N = 3SE +/- 0.00, N = 30.810.88-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandomUbuntu 21.04 DevClear Linux 34420246810Min: 0.8 / Avg: 0.81 / Max: 0.81Min: 0.87 / Avg: 0.88 / Max: 0.881. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsUbuntu 21.04 DevClear Linux 344200.90231.80462.70693.60924.5115SE +/- 0.01, N = 3SE +/- 0.01, N = 33.514.01-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsUbuntu 21.04 DevClear Linux 34420246810Min: 3.49 / Avg: 3.51 / Max: 3.52Min: 3.99 / Avg: 4.01 / Max: 4.021. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserIDUbuntu 21.04 DevClear Linux 344200.94731.89462.84193.78924.7365SE +/- 0.01, N = 3SE +/- 0.01, N = 33.614.21-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserIDUbuntu 21.04 DevClear Linux 34420246810Min: 3.6 / Avg: 3.61 / Max: 3.62Min: 4.2 / Avg: 4.21 / Max: 4.221. (CXX) g++ options: -O3 -pthread

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedUbuntu 21.04 DevClear Linux 344201122334455SE +/- 0.01, N = 3SE +/- 0.03, N = 348.1948.001. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedUbuntu 21.04 DevClear Linux 344201020304050Min: 48.18 / Avg: 48.19 / Max: 48.2Min: 47.95 / Avg: 48 / Max: 48.051. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedUbuntu 21.04 DevClear Linux 3442013002600390052006500SE +/- 121.63, N = 3SE +/- 177.02, N = 36297.06096.91. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedUbuntu 21.04 DevClear Linux 3442011002200330044005500Min: 6152.4 / Avg: 6297 / Max: 6538.7Min: 5912.6 / Avg: 6096.87 / Max: 6450.81. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedUbuntu 21.04 DevClear Linux 344201122334455SE +/- 0.01, N = 3SE +/- 0.16, N = 344.8346.811. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedUbuntu 21.04 DevClear Linux 344201020304050Min: 44.81 / Avg: 44.83 / Max: 44.85Min: 46.5 / Avg: 46.81 / Max: 46.971. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedUbuntu 21.04 DevClear Linux 3442014002800420056007000SE +/- 86.84, N = 3SE +/- 83.53, N = 36308.06135.41. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedUbuntu 21.04 DevClear Linux 3442011002200330044005500Min: 6161.1 / Avg: 6307.97 / Max: 6461.7Min: 6049 / Avg: 6135.37 / Max: 6302.41. (CC) gcc options: -O3

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedUbuntu 21.04 DevClear Linux 3442020406080100SE +/- 0.86, N = 4SE +/- 0.68, N = 1574.484.3-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedUbuntu 21.04 DevClear Linux 344201632486480Min: 72 / Avg: 74.4 / Max: 76.1Min: 79.5 / Avg: 84.29 / Max: 88.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedUbuntu 21.04 DevClear Linux 344205001000150020002500SE +/- 12.81, N = 4SE +/- 1.54, N = 152306.21889.2-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedUbuntu 21.04 DevClear Linux 34420400800120016002000Min: 2284.2 / Avg: 2306.23 / Max: 2342.8Min: 1878.5 / Avg: 1889.19 / Max: 1899.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedUbuntu 21.04 DevClear Linux 344202004006008001000SE +/- 2.07, N = 15SE +/- 2.10, N = 3325.5834.8-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedUbuntu 21.04 DevClear Linux 34420150300450600750Min: 316.2 / Avg: 325.47 / Max: 343.1Min: 830.8 / Avg: 834.8 / Max: 837.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedUbuntu 21.04 DevClear Linux 34420918273645SE +/- 0.47, N = 15SE +/- 0.43, N = 440.238.9-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedUbuntu 21.04 DevClear Linux 34420816243240Min: 37.3 / Avg: 40.24 / Max: 43.4Min: 37.6 / Avg: 38.88 / Max: 39.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedUbuntu 21.04 DevClear Linux 344205001000150020002500SE +/- 8.87, N = 15SE +/- 2.64, N = 42297.92087.9-llzma-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedUbuntu 21.04 DevClear Linux 34420400800120016002000Min: 2245.6 / Avg: 2297.92 / Max: 2362.7Min: 2081.3 / Avg: 2087.9 / Max: 2093.81. (CC) gcc options: -O3 -pthread -lz

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 0.8.2Video Input: Chimera 1080pUbuntu 21.04 DevClear Linux 344202004006008001000SE +/- 1.21, N = 3SE +/- 8.00, N = 10419.621038.26MIN: 231.67 / MAX: 545.48-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 367.3 / MAX: 1324.251. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080pUbuntu 21.04 DevClear Linux 344202004006008001000Min: 418.38 / Avg: 419.62 / Max: 422.03Min: 967.42 / Avg: 1038.26 / Max: 1054.671. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 4KUbuntu 21.04 DevClear Linux 3442090180270360450SE +/- 0.46, N = 3SE +/- 1.88, N = 3244.27396.46MIN: 101.68 / MAX: 272.3-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 163.78 / MAX: 435.21. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 4KUbuntu 21.04 DevClear Linux 3442070140210280350Min: 243.36 / Avg: 244.27 / Max: 244.89Min: 393.78 / Avg: 396.46 / Max: 400.081. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 1080pUbuntu 21.04 DevClear Linux 344202004006008001000SE +/- 0.16, N = 3SE +/- 4.74, N = 3451.231010.38MIN: 169.52 / MAX: 513.73-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 375.41 / MAX: 1131.641. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 1080pUbuntu 21.04 DevClear Linux 344202004006008001000Min: 451.06 / Avg: 451.23 / Max: 451.55Min: 1003.83 / Avg: 1010.38 / Max: 1019.61. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080p 10-bitUbuntu 21.04 DevClear Linux 3442050100150200250SE +/- 0.18, N = 3SE +/- 0.21, N = 3101.70240.09MIN: 79.78 / MAX: 152.75-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 170.42 / MAX: 370.951. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080p 10-bitUbuntu 21.04 DevClear Linux 344204080120160200Min: 101.4 / Avg: 101.7 / Max: 102.02Min: 239.69 / Avg: 240.09 / Max: 240.41. (CC) gcc options: -pthread

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.04 DevClear Linux 34420246810SE +/- 0.00, N = 3SE +/- 0.00, N = 36.496.62MIN: 4.69 / MAX: 6.54MIN: 5.08 / MAX: 6.67
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.04 DevClear Linux 344203691215Min: 6.49 / Avg: 6.49 / Max: 6.49Min: 6.62 / Avg: 6.62 / Max: 6.62

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 21.04 DevClear Linux 34420246810SE +/- 0.00, N = 3SE +/- 0.00, N = 36.626.67MIN: 5.92 / MAX: 6.67MIN: 5.38 / MAX: 6.71
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 21.04 DevClear Linux 344203691215Min: 6.62 / Avg: 6.62 / Max: 6.62Min: 6.67 / Avg: 6.67 / Max: 6.67

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 21.04 DevClear Linux 34420510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 318.1818.52MIN: 12.35 / MAX: 18.52MIN: 14.29 / MAX: 19.23
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 21.04 DevClear Linux 34420510152025Min: 18.18 / Avg: 18.18 / Max: 18.18Min: 18.52 / Avg: 18.52 / Max: 18.52

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 21.04 DevClear Linux 34420110220330440550500500MIN: 111.11MIN: 250

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownUbuntu 21.04 DevClear Linux 344201224364860SE +/- 0.38, N = 3SE +/- 0.28, N = 350.1051.39MIN: 45.6 / MAX: 53.58MIN: 48.91 / MAX: 53.74
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownUbuntu 21.04 DevClear Linux 344201020304050Min: 49.62 / Avg: 50.1 / Max: 50.84Min: 50.84 / Avg: 51.39 / Max: 51.74

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04 DevClear Linux 344201224364860SE +/- 0.55, N = 3SE +/- 0.20, N = 354.1354.71MIN: 49.99 / MAX: 57.62MIN: 52.61 / MAX: 57.82
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04 DevClear Linux 344201122334455Min: 53.04 / Avg: 54.13 / Max: 54.77Min: 54.4 / Avg: 54.71 / Max: 55.08

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonUbuntu 21.04 DevClear Linux 344201428425670SE +/- 0.80, N = 3SE +/- 0.42, N = 359.1961.21MIN: 56.39 / MAX: 62.22MIN: 59 / MAX: 63.14
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonUbuntu 21.04 DevClear Linux 344201224364860Min: 57.71 / Avg: 59.19 / Max: 60.45Min: 60.37 / Avg: 61.21 / Max: 61.71

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.04 DevClear Linux 344201632486480SE +/- 0.04, N = 3SE +/- 0.56, N = 370.7270.48MIN: 68 / MAX: 73.5MIN: 67.48 / MAX: 74.56
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.04 DevClear Linux 344201428425670Min: 70.65 / Avg: 70.72 / Max: 70.79Min: 69.39 / Avg: 70.48 / Max: 71.23

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: 1080pUbuntu 21.04 DevClear Linux 344200.03240.06480.09720.12960.162SE +/- 0.000, N = 3SE +/- 0.001, N = 30.1240.1441. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pUbuntu 21.04 DevClear Linux 3442012345Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.14 / Avg: 0.14 / Max: 0.151. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pUbuntu 21.04 DevClear Linux 344203691215SE +/- 0.060, N = 3SE +/- 0.032, N = 37.6889.0091. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pUbuntu 21.04 DevClear Linux 344203691215Min: 7.58 / Avg: 7.69 / Max: 7.79Min: 8.98 / Avg: 9.01 / Max: 9.071. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 21.04 DevClear Linux 3442020406080100SE +/- 0.35, N = 3SE +/- 0.78, N = 554.9974.631. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 21.04 DevClear Linux 344201428425670Min: 54.52 / Avg: 54.99 / Max: 55.68Min: 72.01 / Avg: 74.63 / Max: 76.71. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 34420714212835SE +/- 0.04, N = 3SE +/- 0.10, N = 328.5530.09-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 34420714212835Min: 28.48 / Avg: 28.55 / Max: 28.63Min: 29.9 / Avg: 30.09 / Max: 30.211. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442060120180240300SE +/- 2.15, N = 3SE +/- 2.46, N = 3222.57270.36-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442050100150200250Min: 218.74 / Avg: 222.57 / Max: 226.16Min: 265.72 / Avg: 270.36 / Max: 274.11. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 34420100200300400500SE +/- 2.14, N = 3SE +/- 5.37, N = 3329.16480.50-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442090180270360450Min: 325.38 / Avg: 329.16 / Max: 332.78Min: 469.85 / Avg: 480.5 / Max: 487.011. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442080160240320400SE +/- 2.04, N = 3SE +/- 2.43, N = 3268.71348.26-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442060120180240300Min: 266.61 / Avg: 268.71 / Max: 272.78Min: 344.51 / Avg: 348.26 / Max: 352.81. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442080160240320400SE +/- 2.74, N = 3SE +/- 1.54, N = 3266.40356.90-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442060120180240300Min: 260.93 / Avg: 266.4 / Max: 269.52Min: 353.92 / Avg: 356.9 / Max: 359.091. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442060120180240300SE +/- 1.85, N = 8SE +/- 1.15, N = 3209.93291.24-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
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 21.04 DevClear Linux 3442050100150200250Min: 203.94 / Avg: 209.93 / Max: 219.09Min: 289.17 / Avg: 291.24 / Max: 293.141. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 21.04 DevClear Linux 34420918273645SE +/- 0.37, N = 3SE +/- 0.28, N = 335.7537.44
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 21.04 DevClear Linux 34420816243240Min: 35.08 / Avg: 35.75 / Max: 36.35Min: 36.9 / Avg: 37.44 / Max: 37.81

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 21.04 DevClear Linux 34420110220330440550SE +/- 4.45, N = 9SE +/- 2.91, N = 3404511MIN: 1 / MAX: 1613MIN: 1 / MAX: 1812
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 21.04 DevClear Linux 3442090180270360450Min: 388 / Avg: 404 / Max: 428Min: 506 / Avg: 510.67 / Max: 516

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04 DevClear Linux 3442030M60M90M120M150MSE +/- 1671020.36, N = 15SE +/- 1037933.70, N = 15132800942136190317-pipe -fexceptions -fstack-protector -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04 DevClear Linux 3442020M40M60M80M100MMin: 125603983 / Avg: 132800942.47 / Max: 151169812Min: 128082342 / Avg: 136190317.2 / Max: 1448477921. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

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 0.9.0Encoder Speed: 2Ubuntu 21.04 DevClear Linux 34420816243240SE +/- 0.20, N = 3SE +/- 0.42, N = 334.8630.121. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 2Ubuntu 21.04 DevClear Linux 34420714212835Min: 34.56 / Avg: 34.86 / Max: 35.24Min: 29.44 / Avg: 30.12 / Max: 30.881. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.04 DevClear Linux 3442048121620SE +/- 0.13, N = 15SE +/- 0.11, N = 715.0911.731. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.04 DevClear Linux 3442048121620Min: 14.4 / Avg: 15.09 / Max: 16.05Min: 11.23 / Avg: 11.73 / Max: 12.191. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.04 DevClear Linux 344201.24022.48043.72064.96086.201SE +/- 0.042, N = 15SE +/- 0.020, N = 35.5123.6691. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.04 DevClear Linux 34420246810Min: 5.38 / Avg: 5.51 / Max: 6.07Min: 3.64 / Avg: 3.67 / Max: 3.711. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04 DevClear Linux 34420816243240SE +/- 0.06, N = 3SE +/- 0.32, N = 534.6628.711. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04 DevClear Linux 34420714212835Min: 34.53 / Avg: 34.66 / Max: 34.74Min: 27.89 / Avg: 28.71 / Max: 29.731. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04 DevClear Linux 34420246810SE +/- 0.016, N = 3SE +/- 0.039, N = 38.7256.4421. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04 DevClear Linux 344203691215Min: 8.7 / Avg: 8.72 / Max: 8.76Min: 6.38 / Avg: 6.44 / Max: 6.511. (CXX) g++ options: -O3 -fPIC -lm

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.38670.77341.16011.54681.9335SE +/- 0.01259, N = 15SE +/- 0.01330, N = 31.651791.71888MIN: 1.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.521. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 1.55 / Avg: 1.65 / Max: 1.72Min: 1.69 / Avg: 1.72 / Max: 1.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.23750.4750.71250.951.1875SE +/- 0.004748, N = 3SE +/- 0.013211, N = 151.0554601.038714MIN: 0.74-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.691. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 1.05 / Avg: 1.06 / Max: 1.06Min: 0.97 / Avg: 1.04 / Max: 1.141. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.91431.82862.74293.65724.5715SE +/- 0.03832, N = 3SE +/- 0.01053, N = 34.063723.62375MIN: 3.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 3.99 / Avg: 4.06 / Max: 4.12Min: 3.6 / Avg: 3.62 / Max: 3.641. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.67681.35362.03042.70723.384SE +/- 0.12420, N = 15SE +/- 0.00683, N = 33.008052.11061MIN: 2.04-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.021. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 2.47 / Avg: 3.01 / Max: 3.58Min: 2.1 / Avg: 2.11 / Max: 2.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.93931.87862.81793.75724.6965SE +/- 0.03967, N = 3SE +/- 0.02129, N = 34.174843.81893MIN: 3.55-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 4.1 / Avg: 4.17 / Max: 4.24Min: 3.78 / Avg: 3.82 / Max: 3.841. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.10110.20220.30330.40440.5055SE +/- 0.006464, N = 3SE +/- 0.001058, N = 30.4492780.383772MIN: 0.34-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.341. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 3442012345Min: 0.44 / Avg: 0.45 / Max: 0.46Min: 0.38 / Avg: 0.38 / Max: 0.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.08620.17240.25860.34480.431SE +/- 0.002916, N = 3SE +/- 0.003975, N = 150.3830700.309397MIN: 0.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.281. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 3442012345Min: 0.38 / Avg: 0.38 / Max: 0.39Min: 0.3 / Avg: 0.31 / Max: 0.331. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344202004006008001000SE +/- 9.54, N = 7SE +/- 3.62, N = 31092.42900.34MIN: 1002.12-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 883.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344202004006008001000Min: 1061.3 / Avg: 1092.42 / Max: 1137.73Min: 893.4 / Avg: 900.34 / Max: 905.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.79151.5832.37453.1663.9575SE +/- 0.03291, N = 3SE +/- 0.00586, N = 33.517893.19591MIN: 2.94-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.991. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 3.46 / Avg: 3.52 / Max: 3.57Min: 3.19 / Avg: 3.2 / Max: 3.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344201.12632.25263.37894.50525.6315SE +/- 0.00960, N = 3SE +/- 0.01370, N = 35.005844.03906MIN: 4.26-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 4.99 / Avg: 5.01 / Max: 5.02Min: 4.03 / Avg: 4.04 / Max: 4.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344201.05092.10183.15274.20365.2545SE +/- 0.01675, N = 3SE +/- 0.00032, N = 34.670694.42830MIN: 4.37-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 4.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 4.64 / Avg: 4.67 / Max: 4.7Min: 4.43 / Avg: 4.43 / Max: 4.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 34420130260390520650SE +/- 7.21, N = 3SE +/- 1.18, N = 3613.07476.66MIN: 556.95-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 4661. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 34420110220330440550Min: 601.73 / Avg: 613.07 / Max: 626.47Min: 474.89 / Avg: 476.66 / Max: 478.91. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344202004006008001000SE +/- 5.62, N = 3SE +/- 2.11, N = 31087.27895.45MIN: 1031.43-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 885.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344202004006008001000Min: 1076.04 / Avg: 1087.27 / Max: 1093.35Min: 892.76 / Avg: 895.45 / Max: 899.611. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420130260390520650SE +/- 8.22, N = 3SE +/- 2.69, N = 3615.29477.72MIN: 568.58-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 464.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420110220330440550Min: 605.73 / Avg: 615.29 / Max: 631.66Min: 472.85 / Avg: 477.72 / Max: 482.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.09280.18560.27840.37120.464SE +/- 0.004170, N = 3SE +/- 0.002990, N = 70.4122640.330218MIN: 0.28-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.281. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04 DevClear Linux 3442012345Min: 0.4 / Avg: 0.41 / Max: 0.42Min: 0.32 / Avg: 0.33 / Max: 0.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 344200.2120.4240.6360.8481.06SE +/- 0.004903, N = 3SE +/- 0.006956, N = 30.9424260.833080MIN: 0.76-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.771. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04 DevClear Linux 34420246810Min: 0.94 / Avg: 0.94 / Max: 0.95Min: 0.82 / Avg: 0.83 / Max: 0.841. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04 DevClear Linux 34420130260390520650SE +/- 0.98, N = 3SE +/- 0.92, N = 3547.50614.461. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04 DevClear Linux 34420110220330440550Min: 545.98 / Avg: 547.5 / Max: 549.35Min: 612.61 / Avg: 614.46 / Max: 615.381. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 3442013M26M39M52M65MSE +/- 478618.06, N = 6SE +/- 6887.99, N = 34894566758712333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 3442010M20M30M40M50MMin: 48346000 / Avg: 48945666.67 / Max: 51332000Min: 58704000 / Avg: 58712333.33 / Max: 587260001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420200M400M600M800M1000MSE +/- 2162963.50, N = 3SE +/- 1029827.39, N = 3701193333822863333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420140M280M420M560M700MMin: 697390000 / Avg: 701193333.33 / Max: 704880000Min: 821640000 / Avg: 822863333.33 / Max: 8249100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420300M600M900M1200M1500MSE +/- 9745141.24, N = 3SE +/- 3507293.99, N = 313203666671518633333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420300M600M900M1200M1500MMin: 1306100000 / Avg: 1320366666.67 / Max: 1339000000Min: 1512900000 / Avg: 1518633333.33 / Max: 15250000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420500M1000M1500M2000M2500MSE +/- 33333.33, N = 3SE +/- 22409893.65, N = 321331666672315900000-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420400M800M1200M1600M2000MMin: 2133100000 / Avg: 2133166666.67 / Max: 2133200000Min: 2288400000 / Avg: 2315900000 / Max: 23603000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 112 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420600M1200M1800M2400M3000MSE +/- 5168171.82, N = 3SE +/- 3573202.73, N = 323634000002853633333-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 112 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04 DevClear Linux 34420500M1000M1500M2000M2500MMin: 2357500000 / Avg: 2363400000 / Max: 2373700000Min: 2846700000 / Avg: 2853633333.33 / Max: 28586000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 2021Input: water_GMX50_bareUbuntu 21.04 DevClear Linux 344201.29582.59163.88745.18326.479SE +/- 0.018, N = 3SE +/- 0.020, N = 35.7105.759-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021Input: water_GMX50_bareUbuntu 21.04 DevClear Linux 34420246810Min: 5.68 / Avg: 5.71 / Max: 5.73Min: 5.74 / Avg: 5.76 / Max: 5.81. (CXX) g++ options: -O3 -pthread

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.04 DevClear Linux 3442020K40K60K80K100KSE +/- 1493.06, N = 3SE +/- 312.31, N = 3105347.061863.5
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.04 DevClear Linux 3442020K40K60K80K100KMin: 102366 / Avg: 105347 / Max: 106989Min: 61519.7 / Avg: 61863.47 / Max: 62487

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04 DevClear Linux 34420300K600K900K1200K1500KSE +/- 12025.89, N = 7SE +/- 3472.47, N = 31279019883114
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04 DevClear Linux 34420200K400K600K800K1000KMin: 1238670 / Avg: 1279018.57 / Max: 1335150Min: 877341 / Avg: 883114.33 / Max: 889344

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04 DevClear Linux 3442060K120K180K240K300KSE +/- 3037.32, N = 15SE +/- 1598.38, N = 15282417.097445.7
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04 DevClear Linux 3442050K100K150K200K250KMin: 260118 / Avg: 282416.53 / Max: 300016Min: 90087.5 / Avg: 97445.67 / Max: 110048

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04 DevClear Linux 3442020K40K60K80K100KSE +/- 1637.30, N = 12SE +/- 591.27, N = 383813.351318.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04 DevClear Linux 3442015K30K45K60K75KMin: 68774.1 / Avg: 83813.34 / Max: 87575.5Min: 50137.1 / Avg: 51318.3 / Max: 51957.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04 DevClear Linux 3442020K40K60K80K100KSE +/- 1321.28, N = 15SE +/- 584.51, N = 383725.449894.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04 DevClear Linux 3442015K30K45K60K75KMin: 74900.1 / Avg: 83725.44 / Max: 91417Min: 49169.5 / Avg: 49894.13 / Max: 51050.9

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04 DevClear Linux 34420200K400K600K800K1000KSE +/- 3000.84, N = 3SE +/- 5456.47, N = 31151590811638
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04 DevClear Linux 34420200K400K600K800K1000KMin: 1147730 / Avg: 1151590 / Max: 1157500Min: 801953 / Avg: 811637.67 / Max: 820836

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0Ubuntu 21.04 DevClear Linux 34420246810SE +/- 0.073, N = 15SE +/- 0.099, N = 158.5998.157MIN: 7.15 / MAX: 17.81-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.82 / MAX: 12.061. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0Ubuntu 21.04 DevClear Linux 344203691215Min: 8.01 / Avg: 8.6 / Max: 9.02Min: 7.61 / Avg: 8.16 / Max: 8.71. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50Ubuntu 21.04 DevClear Linux 34420714212835SE +/- 0.13, N = 15SE +/- 0.13, N = 1529.3225.73MIN: 27.43 / MAX: 115.46-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 24.56 / MAX: 67.21. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50Ubuntu 21.04 DevClear Linux 34420612182430Min: 28.34 / Avg: 29.32 / Max: 30.11Min: 25.03 / Avg: 25.73 / Max: 26.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_224Ubuntu 21.04 DevClear Linux 344201.0982.1963.2944.3925.49SE +/- 0.057, N = 15SE +/- 0.059, N = 154.8804.750MIN: 3.83 / MAX: 16.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.76 / MAX: 9.41. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_224Ubuntu 21.04 DevClear Linux 34420246810Min: 4.28 / Avg: 4.88 / Max: 5.11Min: 4.13 / Avg: 4.75 / Max: 4.971. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.0Ubuntu 21.04 DevClear Linux 344200.72881.45762.18642.91523.644SE +/- 0.038, N = 15SE +/- 0.010, N = 153.2392.672MIN: 2.44 / MAX: 9.7-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.48 / MAX: 4.131. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.0Ubuntu 21.04 DevClear Linux 34420246810Min: 2.77 / Avg: 3.24 / Max: 3.42Min: 2.61 / Avg: 2.67 / Max: 2.751. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3Ubuntu 21.04 DevClear Linux 34420816243240SE +/- 0.13, N = 15SE +/- 0.11, N = 1534.8832.48MIN: 33.07 / MAX: 87.63-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 29.61 / MAX: 94.151. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3Ubuntu 21.04 DevClear Linux 34420714212835Min: 34.03 / Avg: 34.88 / Max: 35.9Min: 31.71 / Avg: 32.48 / Max: 33.011. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 21.04 DevClear Linux 3442090180270360450SE +/- 3.34, N = 3SE +/- 0.21, N = 3434.39330.63MIN: 363.56 / MAX: 546.49-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 329.78 / MAX: 333.621. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 21.04 DevClear Linux 3442080160240320400Min: 427.74 / Avg: 434.39 / Max: 438.16Min: 330.22 / Avg: 330.63 / Max: 330.881. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04 DevClear Linux 3442070140210280350SE +/- 0.22, N = 3SE +/- 0.12, N = 3343.35330.16MIN: 341.6 / MAX: 345.44-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 329.51 / MAX: 332.561. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04 DevClear Linux 3442060120180240300Min: 343.08 / Avg: 343.35 / Max: 343.78Min: 329.93 / Avg: 330.16 / Max: 330.341. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 21.04 DevClear Linux 34420246810SE +/- 0.011, N = 3SE +/- 0.013, N = 38.2978.576
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 21.04 DevClear Linux 344203691215Min: 8.28 / Avg: 8.3 / Max: 8.32Min: 8.56 / Avg: 8.58 / Max: 8.6

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.04 DevClear Linux 34420510152025SE +/- 0.04, N = 3SE +/- 0.11, N = 319.5820.20
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.04 DevClear Linux 34420510152025Min: 19.51 / Avg: 19.58 / Max: 19.63Min: 19.99 / Avg: 20.2 / Max: 20.33

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04 DevClear Linux 34420918273645SE +/- 0.14, N = 3SE +/- 0.10, N = 338.5237.84
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04 DevClear Linux 34420816243240Min: 38.25 / Avg: 38.52 / Max: 38.72Min: 37.71 / Avg: 37.84 / Max: 38.04

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04 DevClear Linux 3442020406080100SE +/- 36.38, N = 12SE +/- 0.05, N = 396.0355.71
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04 DevClear Linux 3442020406080100Min: 57.14 / Avg: 96.03 / Max: 495.91Min: 55.64 / Avg: 55.71 / Max: 55.8

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.04 DevClear Linux 3442011K22K33K44K55KSE +/- 231.66, N = 3SE +/- 217.08, N = 34657349082
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.04 DevClear Linux 344209K18K27K36K45KMin: 46282 / Avg: 46573.33 / Max: 47031Min: 48706 / Avg: 49082 / Max: 49458

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedUbuntu 21.04 Dev6001200180024003000SE +/- 4.70, N = 152814.21. (CC) gcc options: -O3 -pthread -lz -llzma

95 Results Shown

NAS Parallel Benchmarks:
  EP.D
  LU.C
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
NAMD
Xcompact3d Incompact3d:
  X3D-benchmarking input.i3d
  input.i3d 129 Cells Per Direction
  input.i3d 193 Cells Per Direction
simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
LZ4 Compression:
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
Zstd Compression:
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
dav1d:
  Chimera 1080p
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
OSPray:
  San Miguel - Path Tracer
  XFrog Forest - Path Tracer
  NASA Streamlines - Path Tracer
  Magnetic Reconnection - Path Tracer
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer ISPC - Asian Dragon
SVT-AV1:
  Enc Mode 0 - 1080p
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-HEVC:
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
Intel Open Image Denoise
OpenVKL
Stockfish
libavif avifenc:
  2
  6
  10
  6, Lossless
  10, Lossless
oneDNN:
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
Google SynthMark
Liquid-DSP:
  1 - 256 - 57
  16 - 256 - 57
  32 - 256 - 57
  64 - 256 - 57
  112 - 256 - 57
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
Blender:
  BMW27 - CPU-Only
  Fishy Cat - CPU-Only
Chaos Group V-RAY
Zstd Compression