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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

AV1 3 Tests
C/C++ Compiler Tests 6 Tests
Compression Tests 2 Tests
CPU Massive 12 Tests
Creator Workloads 14 Tests
Encoding 5 Tests
Fortran Tests 2 Tests
Game Development 3 Tests
HPC - High Performance Computing 9 Tests
Machine Learning 4 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 3 Tests
Multi-Core 19 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 5 Tests
OpenCL 2 Tests
OpenMPI Tests 4 Tests
Programmer / Developer System Benchmarks 2 Tests
Renderers 4 Tests
Scientific Computing 3 Tests
Server CPU Tests 11 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Perf-Per
Dollar
Date
Triggered
  Test
  Duration
Clear Linux 34420
March 26
  5 Hours, 57 Minutes
Ubuntu 21.04 Dev
March 26
  8 Hours, 35 Minutes
Invert Hiding All Results Option
  7 Hours, 16 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):


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 Suite 10.4.0m1Baseline+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.DClear Linux 34420Ubuntu 21.04 Dev14002800420056007000SE +/- 29.20, N = 3SE +/- 21.90, N = 36759.156207.05-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-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 34420: 3.23. Ubuntu 21.04 Dev: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DClear Linux 34420Ubuntu 21.04 Dev12002400360048006000Min: 6707.66 / Avg: 6759.15 / Max: 6808.76Min: 6164.57 / Avg: 6207.05 / Max: 6237.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34420: 3.23. Ubuntu 21.04 Dev: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CClear Linux 34420Ubuntu 21.04 Dev30K60K90K120K150KSE +/- 241.57, N = 3SE +/- 92.89, N = 3125567.33136533.76-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-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 34420: 3.23. Ubuntu 21.04 Dev: Open MPI 4.1.0
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CClear Linux 34420Ubuntu 21.04 Dev20K40K60K80K100KMin: 125259.54 / Avg: 125567.33 / Max: 126043.74Min: 136347.99 / Avg: 136533.76 / Max: 136628.471. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Clear Linux 34420: 3.23. Ubuntu 21.04 Dev: Open MPI 4.1.0

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 LavaMDClear Linux 34420Ubuntu 21.04 Dev1326395265SE +/- 0.10, N = 3SE +/- 0.17, N = 353.5558.051. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDClear Linux 34420Ubuntu 21.04 Dev1122334455Min: 53.36 / Avg: 53.55 / Max: 53.68Min: 57.78 / Avg: 58.05 / Max: 58.371. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DClear Linux 34420Ubuntu 21.04 Dev306090120150SE +/- 0.17, N = 3SE +/- 1.17, N = 6111.15116.011. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DClear Linux 34420Ubuntu 21.04 Dev20406080100Min: 110.82 / Avg: 111.15 / Max: 111.33Min: 113.58 / Avg: 116.01 / Max: 121.041. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteClear Linux 34420Ubuntu 21.04 Dev1428425670SE +/- 1.63, N = 15SE +/- 0.49, N = 352.6863.721. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteClear Linux 34420Ubuntu 21.04 Dev1224364860Min: 44.51 / Avg: 52.68 / Max: 61.87Min: 62.79 / Avg: 63.72 / Max: 64.471. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverClear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.127, N = 15SE +/- 0.087, N = 156.5417.7341. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverClear Linux 34420Ubuntu 21.04 Dev3691215Min: 5.43 / Avg: 6.54 / Max: 7.41Min: 7.37 / Avg: 7.73 / Max: 8.531. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterClear Linux 34420Ubuntu 21.04 Dev48121620SE +/- 0.13, N = 5SE +/- 0.29, N = 1212.9013.731. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterClear Linux 34420Ubuntu 21.04 Dev48121620Min: 12.49 / Avg: 12.9 / Max: 13.33Min: 12.34 / Avg: 13.73 / Max: 15.711. (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 AtomsClear Linux 34420Ubuntu 21.04 Dev0.09020.18040.27060.36080.451SE +/- 0.00145, N = 3SE +/- 0.00344, N = 150.371700.40085
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsClear Linux 34420Ubuntu 21.04 Dev12345Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.38 / Avg: 0.4 / Max: 0.42

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.i3dClear Linux 34420Ubuntu 21.04 Dev100200300400500SE +/- 0.16, N = 3SE +/- 6.63, N = 3458.17467.63-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.i3dClear Linux 34420Ubuntu 21.04 Dev80160240320400Min: 457.86 / Avg: 458.17 / Max: 458.4Min: 454.44 / Avg: 467.63 / Max: 475.411. (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 DirectionClear Linux 34420Ubuntu 21.04 Dev1.01012.02023.03034.04045.0505SE +/- 0.00386211, N = 3SE +/- 0.04397043, N = 34.489246374.46978633-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 DirectionClear Linux 34420Ubuntu 21.04 Dev246810Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 4.42 / Avg: 4.47 / Max: 4.561. (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 DirectionClear Linux 34420Ubuntu 21.04 Dev510152025SE +/- 0.02, N = 3SE +/- 0.08, N = 319.3319.01-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 DirectionClear Linux 34420Ubuntu 21.04 Dev510152025Min: 19.29 / Avg: 19.33 / Max: 19.36Min: 18.87 / Avg: 19.01 / Max: 19.161. (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: KostyaClear Linux 34420Ubuntu 21.04 Dev0.5671.1341.7012.2682.835SE +/- 0.01, N = 3SE +/- 0.00, N = 32.522.43-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: KostyaClear Linux 34420Ubuntu 21.04 Dev246810Min: 2.51 / Avg: 2.52 / Max: 2.53Min: 2.42 / Avg: 2.43 / Max: 2.431. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandomClear Linux 34420Ubuntu 21.04 Dev0.1980.3960.5940.7920.99SE +/- 0.00, N = 3SE +/- 0.00, N = 30.880.81-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: LargeRandomClear Linux 34420Ubuntu 21.04 Dev246810Min: 0.87 / Avg: 0.88 / Max: 0.88Min: 0.8 / Avg: 0.81 / Max: 0.811. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsClear Linux 34420Ubuntu 21.04 Dev0.90231.80462.70693.60924.5115SE +/- 0.01, N = 3SE +/- 0.01, N = 34.013.51-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: PartialTweetsClear Linux 34420Ubuntu 21.04 Dev246810Min: 3.99 / Avg: 4.01 / Max: 4.02Min: 3.49 / Avg: 3.51 / Max: 3.521. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserIDClear Linux 34420Ubuntu 21.04 Dev0.94731.89462.84193.78924.7365SE +/- 0.01, N = 3SE +/- 0.01, N = 34.213.61-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: DistinctUserIDClear Linux 34420Ubuntu 21.04 Dev246810Min: 4.2 / Avg: 4.21 / Max: 4.22Min: 3.6 / Avg: 3.61 / Max: 3.621. (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 SpeedClear Linux 34420Ubuntu 21.04 Dev1122334455SE +/- 0.03, N = 3SE +/- 0.01, N = 348.0048.191. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev1020304050Min: 47.95 / Avg: 48 / Max: 48.05Min: 48.18 / Avg: 48.19 / Max: 48.21. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev13002600390052006500SE +/- 177.02, N = 3SE +/- 121.63, N = 36096.96297.01. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev11002200330044005500Min: 5912.6 / Avg: 6096.87 / Max: 6450.8Min: 6152.4 / Avg: 6297 / Max: 6538.71. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev1122334455SE +/- 0.16, N = 3SE +/- 0.01, N = 346.8144.831. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev1020304050Min: 46.5 / Avg: 46.81 / Max: 46.97Min: 44.81 / Avg: 44.83 / Max: 44.851. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev14002800420056007000SE +/- 83.53, N = 3SE +/- 86.84, N = 36135.46308.01. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev11002200330044005500Min: 6049 / Avg: 6135.37 / Max: 6302.4Min: 6161.1 / Avg: 6307.97 / Max: 6461.71. (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 SpeedClear Linux 34420Ubuntu 21.04 Dev20406080100SE +/- 0.68, N = 15SE +/- 0.86, N = 484.374.4-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev1632486480Min: 79.5 / Avg: 84.29 / Max: 88.5Min: 72 / Avg: 74.4 / Max: 76.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev5001000150020002500SE +/- 1.54, N = 15SE +/- 12.81, N = 41889.22306.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev400800120016002000Min: 1878.5 / Avg: 1889.19 / Max: 1899.1Min: 2284.2 / Avg: 2306.23 / Max: 2342.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev2004006008001000SE +/- 2.10, N = 3SE +/- 2.07, N = 15834.8325.5-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev150300450600750Min: 830.8 / Avg: 834.8 / Max: 837.9Min: 316.2 / Avg: 325.47 / Max: 343.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev918273645SE +/- 0.43, N = 4SE +/- 0.47, N = 1538.940.2-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression SpeedClear Linux 34420Ubuntu 21.04 Dev816243240Min: 37.6 / Avg: 38.88 / Max: 39.5Min: 37.3 / Avg: 40.24 / Max: 43.41. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev5001000150020002500SE +/- 2.64, N = 4SE +/- 8.87, N = 152087.92297.9-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedClear Linux 34420Ubuntu 21.04 Dev400800120016002000Min: 2081.3 / Avg: 2087.9 / Max: 2093.8Min: 2245.6 / Avg: 2297.92 / Max: 2362.71. (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 1080pClear Linux 34420Ubuntu 21.04 Dev2004006008001000SE +/- 8.00, N = 10SE +/- 1.21, N = 31038.26419.62-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 367.3 / MAX: 1324.25MIN: 231.67 / MAX: 545.481. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080pClear Linux 34420Ubuntu 21.04 Dev2004006008001000Min: 967.42 / Avg: 1038.26 / Max: 1054.67Min: 418.38 / Avg: 419.62 / Max: 422.031. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 4KClear Linux 34420Ubuntu 21.04 Dev90180270360450SE +/- 1.88, N = 3SE +/- 0.46, N = 3396.46244.27-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 163.78 / MAX: 435.2MIN: 101.68 / MAX: 272.31. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 4KClear Linux 34420Ubuntu 21.04 Dev70140210280350Min: 393.78 / Avg: 396.46 / Max: 400.08Min: 243.36 / Avg: 244.27 / Max: 244.891. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 1080pClear Linux 34420Ubuntu 21.04 Dev2004006008001000SE +/- 4.74, N = 3SE +/- 0.16, N = 31010.38451.23-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 375.41 / MAX: 1131.64MIN: 169.52 / MAX: 513.731. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 1080pClear Linux 34420Ubuntu 21.04 Dev2004006008001000Min: 1003.83 / Avg: 1010.38 / Max: 1019.6Min: 451.06 / Avg: 451.23 / Max: 451.551. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080p 10-bitClear Linux 34420Ubuntu 21.04 Dev50100150200250SE +/- 0.21, N = 3SE +/- 0.18, N = 3240.09101.70-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 170.42 / MAX: 370.95MIN: 79.78 / MAX: 152.751. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080p 10-bitClear Linux 34420Ubuntu 21.04 Dev4080120160200Min: 239.69 / Avg: 240.09 / Max: 240.4Min: 101.4 / Avg: 101.7 / Max: 102.021. (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 TracerClear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.00, N = 3SE +/- 0.00, N = 36.626.49MIN: 5.08 / MAX: 6.67MIN: 4.69 / MAX: 6.54
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev3691215Min: 6.62 / Avg: 6.62 / Max: 6.62Min: 6.49 / Avg: 6.49 / Max: 6.49

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.00, N = 3SE +/- 0.00, N = 36.676.62MIN: 5.38 / MAX: 6.71MIN: 5.92 / MAX: 6.67
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev3691215Min: 6.67 / Avg: 6.67 / Max: 6.67Min: 6.62 / Avg: 6.62 / Max: 6.62

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 318.5218.18MIN: 14.29 / MAX: 19.23MIN: 12.35 / MAX: 18.52
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev510152025Min: 18.52 / Avg: 18.52 / Max: 18.52Min: 18.18 / Avg: 18.18 / Max: 18.18

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerClear Linux 34420Ubuntu 21.04 Dev110220330440550500500MIN: 250MIN: 111.11

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: CrownClear Linux 34420Ubuntu 21.04 Dev1224364860SE +/- 0.28, N = 3SE +/- 0.38, N = 351.3950.10MIN: 48.91 / MAX: 53.74MIN: 45.6 / MAX: 53.58
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownClear Linux 34420Ubuntu 21.04 Dev1020304050Min: 50.84 / Avg: 51.39 / Max: 51.74Min: 49.62 / Avg: 50.1 / Max: 50.84

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownClear Linux 34420Ubuntu 21.04 Dev1224364860SE +/- 0.20, N = 3SE +/- 0.55, N = 354.7154.13MIN: 52.61 / MAX: 57.82MIN: 49.99 / MAX: 57.62
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownClear Linux 34420Ubuntu 21.04 Dev1122334455Min: 54.4 / Avg: 54.71 / Max: 55.08Min: 53.04 / Avg: 54.13 / Max: 54.77

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonClear Linux 34420Ubuntu 21.04 Dev1428425670SE +/- 0.42, N = 3SE +/- 0.80, N = 361.2159.19MIN: 59 / MAX: 63.14MIN: 56.39 / MAX: 62.22
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonClear Linux 34420Ubuntu 21.04 Dev1224364860Min: 60.37 / Avg: 61.21 / Max: 61.71Min: 57.71 / Avg: 59.19 / Max: 60.45

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonClear Linux 34420Ubuntu 21.04 Dev1632486480SE +/- 0.56, N = 3SE +/- 0.04, N = 370.4870.72MIN: 67.48 / MAX: 74.56MIN: 68 / MAX: 73.5
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonClear Linux 34420Ubuntu 21.04 Dev1428425670Min: 69.39 / Avg: 70.48 / Max: 71.23Min: 70.65 / Avg: 70.72 / Max: 70.79

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: 1080pClear Linux 34420Ubuntu 21.04 Dev0.03240.06480.09720.12960.162SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1440.1241. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pClear Linux 34420Ubuntu 21.04 Dev12345Min: 0.14 / Avg: 0.14 / Max: 0.15Min: 0.12 / Avg: 0.12 / Max: 0.131. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pClear Linux 34420Ubuntu 21.04 Dev3691215SE +/- 0.032, N = 3SE +/- 0.060, N = 39.0097.6881. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pClear Linux 34420Ubuntu 21.04 Dev3691215Min: 8.98 / Avg: 9.01 / Max: 9.07Min: 7.58 / Avg: 7.69 / Max: 7.791. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pClear Linux 34420Ubuntu 21.04 Dev20406080100SE +/- 0.78, N = 5SE +/- 0.35, N = 374.6354.991. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pClear Linux 34420Ubuntu 21.04 Dev1428425670Min: 72.01 / Avg: 74.63 / Max: 76.7Min: 54.52 / Avg: 54.99 / Max: 55.681. (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 1080pClear Linux 34420Ubuntu 21.04 Dev714212835SE +/- 0.10, N = 3SE +/- 0.04, N = 330.0928.55-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pClear Linux 34420Ubuntu 21.04 Dev714212835Min: 29.9 / Avg: 30.09 / Max: 30.21Min: 28.48 / Avg: 28.55 / Max: 28.631. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 34420Ubuntu 21.04 Dev60120180240300SE +/- 2.46, N = 3SE +/- 2.15, N = 3270.36222.57-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 34420Ubuntu 21.04 Dev50100150200250Min: 265.72 / Avg: 270.36 / Max: 274.1Min: 218.74 / Avg: 222.57 / Max: 226.161. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 34420Ubuntu 21.04 Dev100200300400500SE +/- 5.37, N = 3SE +/- 2.14, N = 3480.50329.16-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 34420Ubuntu 21.04 Dev90180270360450Min: 469.85 / Avg: 480.5 / Max: 487.01Min: 325.38 / Avg: 329.16 / Max: 332.781. (CC) gcc options: -O3 -fPIE -fPIC -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 1080pClear Linux 34420Ubuntu 21.04 Dev80160240320400SE +/- 2.43, N = 3SE +/- 2.04, N = 3348.26268.71-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 1080pClear Linux 34420Ubuntu 21.04 Dev60120180240300Min: 344.51 / Avg: 348.26 / Max: 352.8Min: 266.61 / Avg: 268.71 / Max: 272.781. (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 1080pClear Linux 34420Ubuntu 21.04 Dev80160240320400SE +/- 1.54, N = 3SE +/- 2.74, N = 3356.90266.40-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 1080pClear Linux 34420Ubuntu 21.04 Dev60120180240300Min: 353.92 / Avg: 356.9 / Max: 359.09Min: 260.93 / Avg: 266.4 / Max: 269.521. (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 1080pClear Linux 34420Ubuntu 21.04 Dev60120180240300SE +/- 1.15, N = 3SE +/- 1.85, N = 8291.24209.93-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 1080pClear Linux 34420Ubuntu 21.04 Dev50100150200250Min: 289.17 / Avg: 291.24 / Max: 293.14Min: 203.94 / Avg: 209.93 / Max: 219.091. (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: MemorialClear Linux 34420Ubuntu 21.04 Dev918273645SE +/- 0.28, N = 3SE +/- 0.37, N = 337.4435.75
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialClear Linux 34420Ubuntu 21.04 Dev816243240Min: 36.9 / Avg: 37.44 / Max: 37.81Min: 35.08 / Avg: 35.75 / Max: 36.35

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: vklBenchmarkClear Linux 34420Ubuntu 21.04 Dev110220330440550SE +/- 2.91, N = 3SE +/- 4.45, N = 9511404MIN: 1 / MAX: 1812MIN: 1 / MAX: 1613
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkClear Linux 34420Ubuntu 21.04 Dev90180270360450Min: 506 / Avg: 510.67 / Max: 516Min: 388 / Avg: 404 / Max: 428

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 TimeClear Linux 34420Ubuntu 21.04 Dev30M60M90M120M150MSE +/- 1037933.70, N = 15SE +/- 1671020.36, N = 15136190317132800942-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
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeClear Linux 34420Ubuntu 21.04 Dev20M40M60M80M100MMin: 128082342 / Avg: 136190317.2 / Max: 144847792Min: 125603983 / Avg: 132800942.47 / Max: 1511698121. (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

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: 2Clear Linux 34420Ubuntu 21.04 Dev816243240SE +/- 0.42, N = 3SE +/- 0.20, N = 330.1234.861. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 2Clear Linux 34420Ubuntu 21.04 Dev714212835Min: 29.44 / Avg: 30.12 / Max: 30.88Min: 34.56 / Avg: 34.86 / Max: 35.241. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Clear Linux 34420Ubuntu 21.04 Dev48121620SE +/- 0.11, N = 7SE +/- 0.13, N = 1511.7315.091. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Clear Linux 34420Ubuntu 21.04 Dev48121620Min: 11.23 / Avg: 11.73 / Max: 12.19Min: 14.4 / Avg: 15.09 / Max: 16.051. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Clear Linux 34420Ubuntu 21.04 Dev1.24022.48043.72064.96086.201SE +/- 0.020, N = 3SE +/- 0.042, N = 153.6695.5121. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Clear Linux 34420Ubuntu 21.04 Dev246810Min: 3.64 / Avg: 3.67 / Max: 3.71Min: 5.38 / Avg: 5.51 / Max: 6.071. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessClear Linux 34420Ubuntu 21.04 Dev816243240SE +/- 0.32, N = 5SE +/- 0.06, N = 328.7134.661. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessClear Linux 34420Ubuntu 21.04 Dev714212835Min: 27.89 / Avg: 28.71 / Max: 29.73Min: 34.53 / Avg: 34.66 / Max: 34.741. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessClear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.039, N = 3SE +/- 0.016, N = 36.4428.7251. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessClear Linux 34420Ubuntu 21.04 Dev3691215Min: 6.38 / Avg: 6.44 / Max: 6.51Min: 8.7 / Avg: 8.72 / Max: 8.761. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.38670.77341.16011.54681.9335SE +/- 0.01330, N = 3SE +/- 0.01259, N = 151.718881.65179-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.52MIN: 1.181. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 1.69 / Avg: 1.72 / Max: 1.74Min: 1.55 / Avg: 1.65 / Max: 1.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev0.23750.4750.71250.951.1875SE +/- 0.013211, N = 15SE +/- 0.004748, N = 31.0387141.055460-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.69MIN: 0.741. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 0.97 / Avg: 1.04 / Max: 1.14Min: 1.05 / Avg: 1.06 / Max: 1.061. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.91431.82862.74293.65724.5715SE +/- 0.01053, N = 3SE +/- 0.03832, N = 33.623754.06372-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.41MIN: 3.311. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 3.6 / Avg: 3.62 / Max: 3.64Min: 3.99 / Avg: 4.06 / Max: 4.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev0.67681.35362.03042.70723.384SE +/- 0.00683, N = 3SE +/- 0.12420, N = 152.110613.00805-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.02MIN: 2.041. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 2.1 / Avg: 2.11 / Max: 2.12Min: 2.47 / Avg: 3.01 / Max: 3.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev0.93931.87862.81793.75724.6965SE +/- 0.02129, N = 3SE +/- 0.03967, N = 33.818934.17484-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.72MIN: 3.551. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 3.78 / Avg: 3.82 / Max: 3.84Min: 4.1 / Avg: 4.17 / Max: 4.241. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.10110.20220.30330.40440.5055SE +/- 0.001058, N = 3SE +/- 0.006464, N = 30.3837720.449278-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.34MIN: 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: CPUClear Linux 34420Ubuntu 21.04 Dev12345Min: 0.38 / Avg: 0.38 / Max: 0.39Min: 0.44 / Avg: 0.45 / Max: 0.461. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.08620.17240.25860.34480.431SE +/- 0.003975, N = 15SE +/- 0.002916, N = 30.3093970.383070-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.28MIN: 0.311. (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: CPUClear Linux 34420Ubuntu 21.04 Dev12345Min: 0.3 / Avg: 0.31 / Max: 0.33Min: 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: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev2004006008001000SE +/- 3.62, N = 3SE +/- 9.54, N = 7900.341092.42-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 883.53MIN: 1002.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev2004006008001000Min: 893.4 / Avg: 900.34 / Max: 905.6Min: 1061.3 / Avg: 1092.42 / Max: 1137.731. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.79151.5832.37453.1663.9575SE +/- 0.00586, N = 3SE +/- 0.03291, N = 33.195913.51789-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.99MIN: 2.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 3.19 / Avg: 3.2 / Max: 3.21Min: 3.46 / Avg: 3.52 / Max: 3.571. (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: CPUClear Linux 34420Ubuntu 21.04 Dev1.12632.25263.37894.50525.6315SE +/- 0.01370, N = 3SE +/- 0.00960, N = 34.039065.00584-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.94MIN: 4.261. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 4.03 / Avg: 4.04 / Max: 4.07Min: 4.99 / Avg: 5.01 / Max: 5.021. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev1.05092.10183.15274.20365.2545SE +/- 0.00032, N = 3SE +/- 0.01675, N = 34.428304.67069-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 4.39MIN: 4.371. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 4.43 / Avg: 4.43 / Max: 4.43Min: 4.64 / Avg: 4.67 / Max: 4.71. (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: CPUClear Linux 34420Ubuntu 21.04 Dev130260390520650SE +/- 1.18, N = 3SE +/- 7.21, N = 3476.66613.07-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 466MIN: 556.951. (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: CPUClear Linux 34420Ubuntu 21.04 Dev110220330440550Min: 474.89 / Avg: 476.66 / Max: 478.9Min: 601.73 / Avg: 613.07 / Max: 626.471. (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: CPUClear Linux 34420Ubuntu 21.04 Dev2004006008001000SE +/- 2.11, N = 3SE +/- 5.62, N = 3895.451087.27-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 885.58MIN: 1031.431. (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 Training - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev2004006008001000Min: 892.76 / Avg: 895.45 / Max: 899.61Min: 1076.04 / Avg: 1087.27 / Max: 1093.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev130260390520650SE +/- 2.69, N = 3SE +/- 8.22, N = 3477.72615.29-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 464.94MIN: 568.581. (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 Inference - Data Type: bf16bf16bf16 - Engine: CPUClear Linux 34420Ubuntu 21.04 Dev110220330440550Min: 472.85 / Avg: 477.72 / Max: 482.15Min: 605.73 / Avg: 615.29 / Max: 631.661. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.09280.18560.27840.37120.464SE +/- 0.002990, N = 7SE +/- 0.004170, N = 30.3302180.412264-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.28MIN: 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: CPUClear Linux 34420Ubuntu 21.04 Dev12345Min: 0.32 / Avg: 0.33 / Max: 0.35Min: 0.4 / Avg: 0.41 / Max: 0.421. (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: CPUClear Linux 34420Ubuntu 21.04 Dev0.2120.4240.6360.8481.06SE +/- 0.006956, N = 3SE +/- 0.004903, N = 30.8330800.942426-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.77MIN: 0.761. (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: CPUClear Linux 34420Ubuntu 21.04 Dev246810Min: 0.82 / Avg: 0.83 / Max: 0.84Min: 0.94 / Avg: 0.94 / Max: 0.951. (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_100Clear Linux 34420Ubuntu 21.04 Dev130260390520650SE +/- 0.92, N = 3SE +/- 0.98, N = 3614.46547.501. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Clear Linux 34420Ubuntu 21.04 Dev110220330440550Min: 612.61 / Avg: 614.46 / Max: 615.38Min: 545.98 / Avg: 547.5 / Max: 549.351. (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: 57Clear Linux 34420Ubuntu 21.04 Dev13M26M39M52M65MSE +/- 6887.99, N = 3SE +/- 478618.06, N = 65871233348945667-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: 57Clear Linux 34420Ubuntu 21.04 Dev10M20M30M40M50MMin: 58704000 / Avg: 58712333.33 / Max: 58726000Min: 48346000 / Avg: 48945666.67 / Max: 513320001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Clear Linux 34420Ubuntu 21.04 Dev200M400M600M800M1000MSE +/- 1029827.39, N = 3SE +/- 2162963.50, N = 3822863333701193333-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: 57Clear Linux 34420Ubuntu 21.04 Dev140M280M420M560M700MMin: 821640000 / Avg: 822863333.33 / Max: 824910000Min: 697390000 / Avg: 701193333.33 / Max: 7048800001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Clear Linux 34420Ubuntu 21.04 Dev300M600M900M1200M1500MSE +/- 3507293.99, N = 3SE +/- 9745141.24, N = 315186333331320366667-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: 57Clear Linux 34420Ubuntu 21.04 Dev300M600M900M1200M1500MMin: 1512900000 / Avg: 1518633333.33 / Max: 1525000000Min: 1306100000 / Avg: 1320366666.67 / Max: 13390000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57Clear Linux 34420Ubuntu 21.04 Dev500M1000M1500M2000M2500MSE +/- 22409893.65, N = 3SE +/- 33333.33, N = 323159000002133166667-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: 57Clear Linux 34420Ubuntu 21.04 Dev400M800M1200M1600M2000MMin: 2288400000 / Avg: 2315900000 / Max: 2360300000Min: 2133100000 / Avg: 2133166666.67 / Max: 21332000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 112 - Buffer Length: 256 - Filter Length: 57Clear Linux 34420Ubuntu 21.04 Dev600M1200M1800M2400M3000MSE +/- 3573202.73, N = 3SE +/- 5168171.82, N = 328536333332363400000-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: 57Clear Linux 34420Ubuntu 21.04 Dev500M1000M1500M2000M2500MMin: 2846700000 / Avg: 2853633333.33 / Max: 2858600000Min: 2357500000 / Avg: 2363400000 / Max: 23737000001. (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_bareClear Linux 34420Ubuntu 21.04 Dev1.29582.59163.88745.18326.479SE +/- 0.020, N = 3SE +/- 0.018, N = 35.7595.710-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_bareClear Linux 34420Ubuntu 21.04 Dev246810Min: 5.74 / Avg: 5.76 / Max: 5.8Min: 5.68 / Avg: 5.71 / Max: 5.731. (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: SqueezeNetClear Linux 34420Ubuntu 21.04 Dev20K40K60K80K100KSE +/- 312.31, N = 3SE +/- 1493.06, N = 361863.5105347.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetClear Linux 34420Ubuntu 21.04 Dev20K40K60K80K100KMin: 61519.7 / Avg: 61863.47 / Max: 62487Min: 102366 / Avg: 105347 / Max: 106989

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Clear Linux 34420Ubuntu 21.04 Dev300K600K900K1200K1500KSE +/- 3472.47, N = 3SE +/- 12025.89, N = 78831141279019
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Clear Linux 34420Ubuntu 21.04 Dev200K400K600K800K1000KMin: 877341 / Avg: 883114.33 / Max: 889344Min: 1238670 / Avg: 1279018.57 / Max: 1335150

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileClear Linux 34420Ubuntu 21.04 Dev60K120K180K240K300KSE +/- 1598.38, N = 15SE +/- 3037.32, N = 1597445.7282417.0
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileClear Linux 34420Ubuntu 21.04 Dev50K100K150K200K250KMin: 90087.5 / Avg: 97445.67 / Max: 110048Min: 260118 / Avg: 282416.53 / Max: 300016

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatClear Linux 34420Ubuntu 21.04 Dev20K40K60K80K100KSE +/- 591.27, N = 3SE +/- 1637.30, N = 1251318.383813.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatClear Linux 34420Ubuntu 21.04 Dev15K30K45K60K75KMin: 50137.1 / Avg: 51318.3 / Max: 51957.7Min: 68774.1 / Avg: 83813.34 / Max: 87575.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantClear Linux 34420Ubuntu 21.04 Dev20K40K60K80K100KSE +/- 584.51, N = 3SE +/- 1321.28, N = 1549894.183725.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantClear Linux 34420Ubuntu 21.04 Dev15K30K45K60K75KMin: 49169.5 / Avg: 49894.13 / Max: 51050.9Min: 74900.1 / Avg: 83725.44 / Max: 91417

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Clear Linux 34420Ubuntu 21.04 Dev200K400K600K800K1000KSE +/- 5456.47, N = 3SE +/- 3000.84, N = 38116381151590
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Clear Linux 34420Ubuntu 21.04 Dev200K400K600K800K1000KMin: 801953 / Avg: 811637.67 / Max: 820836Min: 1147730 / Avg: 1151590 / Max: 1157500

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: SqueezeNetV1.0Clear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.099, N = 15SE +/- 0.073, N = 158.1578.599-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 5.82 / MAX: 12.06MIN: 7.15 / MAX: 17.811. (CXX) g++ options: -O3 -std=c++11 -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: SqueezeNetV1.0Clear Linux 34420Ubuntu 21.04 Dev3691215Min: 7.61 / Avg: 8.16 / Max: 8.7Min: 8.01 / Avg: 8.6 / Max: 9.021. (CXX) g++ options: -O3 -std=c++11 -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-v2-50Clear Linux 34420Ubuntu 21.04 Dev714212835SE +/- 0.13, N = 15SE +/- 0.13, N = 1525.7329.32-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 24.56 / MAX: 67.2MIN: 27.43 / MAX: 115.461. (CXX) g++ options: -O3 -std=c++11 -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-v2-50Clear Linux 34420Ubuntu 21.04 Dev612182430Min: 25.03 / Avg: 25.73 / Max: 26.78Min: 28.34 / Avg: 29.32 / Max: 30.111. (CXX) g++ options: -O3 -std=c++11 -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_224Clear Linux 34420Ubuntu 21.04 Dev1.0982.1963.2944.3925.49SE +/- 0.059, N = 15SE +/- 0.057, N = 154.7504.880-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.76 / MAX: 9.4MIN: 3.83 / MAX: 16.181. (CXX) g++ options: -O3 -std=c++11 -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_224Clear Linux 34420Ubuntu 21.04 Dev246810Min: 4.13 / Avg: 4.75 / Max: 4.97Min: 4.28 / Avg: 4.88 / Max: 5.111. (CXX) g++ options: -O3 -std=c++11 -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-v1-1.0Clear Linux 34420Ubuntu 21.04 Dev0.72881.45762.18642.91523.644SE +/- 0.010, N = 15SE +/- 0.038, N = 152.6723.239-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.48 / MAX: 4.13MIN: 2.44 / MAX: 9.71. (CXX) g++ options: -O3 -std=c++11 -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-v1-1.0Clear Linux 34420Ubuntu 21.04 Dev246810Min: 2.61 / Avg: 2.67 / Max: 2.75Min: 2.77 / Avg: 3.24 / Max: 3.421. (CXX) g++ options: -O3 -std=c++11 -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-v3Clear Linux 34420Ubuntu 21.04 Dev816243240SE +/- 0.11, N = 15SE +/- 0.13, N = 1532.4834.88-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 29.61 / MAX: 94.15MIN: 33.07 / MAX: 87.631. (CXX) g++ options: -O3 -std=c++11 -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-v3Clear Linux 34420Ubuntu 21.04 Dev714212835Min: 31.71 / Avg: 32.48 / Max: 33.01Min: 34.03 / Avg: 34.88 / Max: 35.91. (CXX) g++ options: -O3 -std=c++11 -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 v2Clear Linux 34420Ubuntu 21.04 Dev90180270360450SE +/- 0.21, N = 3SE +/- 3.34, N = 3330.63434.39-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 329.78 / MAX: 333.62MIN: 363.56 / MAX: 546.491. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Clear Linux 34420Ubuntu 21.04 Dev80160240320400Min: 330.22 / Avg: 330.63 / Max: 330.88Min: 427.74 / Avg: 434.39 / Max: 438.161. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Clear Linux 34420Ubuntu 21.04 Dev70140210280350SE +/- 0.12, N = 3SE +/- 0.22, N = 3330.16343.35-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 329.51 / MAX: 332.56MIN: 341.6 / MAX: 345.441. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Clear Linux 34420Ubuntu 21.04 Dev60120180240300Min: 329.93 / Avg: 330.16 / Max: 330.34Min: 343.08 / Avg: 343.35 / Max: 343.781. (CXX) g++ options: -O3 -fopenmp -pthread -fvisibility=hidden -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: BedroomClear Linux 34420Ubuntu 21.04 Dev246810SE +/- 0.013, N = 3SE +/- 0.011, N = 38.5768.297
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomClear Linux 34420Ubuntu 21.04 Dev3691215Min: 8.56 / Avg: 8.58 / Max: 8.6Min: 8.28 / Avg: 8.3 / Max: 8.32

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarClear Linux 34420Ubuntu 21.04 Dev510152025SE +/- 0.11, N = 3SE +/- 0.04, N = 320.2019.58
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarClear Linux 34420Ubuntu 21.04 Dev510152025Min: 19.99 / Avg: 20.2 / Max: 20.33Min: 19.51 / Avg: 19.58 / Max: 19.63

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-OnlyClear Linux 34420Ubuntu 21.04 Dev918273645SE +/- 0.10, N = 3SE +/- 0.14, N = 337.8438.52
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyClear Linux 34420Ubuntu 21.04 Dev816243240Min: 37.71 / Avg: 37.84 / Max: 38.04Min: 38.25 / Avg: 38.52 / Max: 38.72

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyClear Linux 34420Ubuntu 21.04 Dev20406080100SE +/- 0.05, N = 3SE +/- 36.38, N = 1255.7196.03
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyClear Linux 34420Ubuntu 21.04 Dev20406080100Min: 55.64 / Avg: 55.71 / Max: 55.8Min: 57.14 / Avg: 96.03 / Max: 495.91

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: CPUClear Linux 34420Ubuntu 21.04 Dev11K22K33K44K55KSE +/- 217.08, N = 3SE +/- 231.66, N = 34908246573
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUClear Linux 34420Ubuntu 21.04 Dev9K18K27K36K45KMin: 48706 / Avg: 49082 / Max: 49458Min: 46282 / Avg: 46573.33 / Max: 47031

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