Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks

Tests for a future article. 2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Clear Linux OS 34630 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 2105195-IB-2105188IB39
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AV1 3 Tests
C++ Boost Tests 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 15 Tests
CPU Massive 25 Tests
Creator Workloads 15 Tests
Cryptography 2 Tests
Database Test Suite 3 Tests
Encoding 7 Tests
Fortran Tests 5 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 3 Tests
Molecular Dynamics 5 Tests
MPI Benchmarks 6 Tests
Multi-Core 31 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 6 Tests
OpenMPI Tests 9 Tests
Programmer / Developer System Benchmarks 6 Tests
Python Tests 2 Tests
Raytracing 2 Tests
Renderers 4 Tests
Scientific Computing 6 Tests
Server 6 Tests
Server CPU Tests 19 Tests
Single-Threaded 2 Tests
Video Encoding 7 Tests
Common Workstation Benchmarks 4 Tests

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Ubuntu 21.04
May 13 2021
  10 Hours, 46 Minutes
Ubuntu 20.04.2 LTS
May 17 2021
  12 Hours, 22 Minutes
Clear Linux 34630
May 18 2021
  7 Hours, 41 Minutes
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  10 Hours, 17 Minutes

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Ubuntu 21.04

Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

OS: Ubuntu 21.04, Kernel: 5.11.0-17-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
Python Notes: Python 3.9.4
Security Notes: itlb_multihit: Not affected + 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: Not affected

Ubuntu 20.04.2 LTS

OS: Ubuntu 20.04, Kernel: 5.8.0-53-generic (x86_64), Desktop: GNOME Shell 3.36.7, Display Server: X Server 1.20.9, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)
Python Notes: Python 3.8.5
Security Notes: itlb_multihit: Not affected + 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: Not affected

Clear Linux 34630

OS: Clear Linux OS 34630, Kernel: 5.10.19-1032.native (x86_64), Desktop: GNOME Shell 40.0, Display Server: X Server, Compiler: GCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Environment Notes: 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" 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 Notes: --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=skylake-avx512
Disk Notes: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00)
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + 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: Not affected

Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998504GB800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPUbuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X ServerGCC 10.3.0ext41920x1080Ubuntu 20.045.8.0-53-generic (x86_64)GNOME Shell 3.36.7X Server 1.20.9GCC 9.3.0Clear Linux OS 346305.10.19-1032.native (x86_64)GNOME Shell 40.0X ServerGCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0OpenBenchmarking.orgKernel Details- Ubuntu 21.04: Transparent Huge Pages: madvise- Ubuntu 20.04.2 LTS: Transparent Huge Pages: madvise- Clear Linux 34630: Transparent Huge Pages: alwaysCompiler Details- Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 20.04.2 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Clear Linux 34630: --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=skylake-avx512 Disk Details- Ubuntu 21.04: NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Ubuntu 20.04.2 LTS: NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Clear Linux 34630: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096Processor Details- Ubuntu 21.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270- Ubuntu 20.04.2 LTS: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270- Clear Linux 34630: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270Java Details- Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)- Ubuntu 20.04.2 LTS: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)- Clear Linux 34630: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00)Python Details- Ubuntu 21.04: Python 3.9.4- Ubuntu 20.04.2 LTS: Python 3.8.5- Clear Linux 34630: Python 3.9.5Security Details- itlb_multihit: Not affected + 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: Not affected Environment Details- Clear Linux 34630: 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" 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""

Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630Result OverviewPhoronix Test Suite100%151%201%252%Apache Cassandralibgav1Kvazaarx265DaCapo BenchmarkSVT-VP9SVT-AV1PJSIPSVT-HEVCTimed Apache Compilationlibavif avifencTungsten RendererTimed PHP CompilationJava Gradle BuildPHPBenchTimed Linux Kernel CompilationKeyDBNWChemLiquid-DSPNode.js V8 Web Tooling BenchmarkOpenVKLIntel Open Image DenoiseLAMMPS Molecular Dynamics SimulatorRodiniaBlogBenchTNNCoremarkZstd CompressionXcompact3d Incompact3doneDNNOSPrayPOV-RayNAS Parallel BenchmarksTimed MrBayes AnalysisStockfishEmbreePostgreSQL pgbenchHelsingChia Blockchain VDFBlenderGROMACSPyBenchRELIONSecureMarkasmFishSysbenchHigh Performance Conjugate GradientNAMDTensorFlow Lite

Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks dacapobench: Tradebeansonednn: Deconvolution Batch shapes_1d - f32 - CPUkvazaar: Bosphorus 4K - Very Fastpjsip: OPTIONS, Statefulpjsip: INVITElibgav1: Summer Nature 4Kx265: Bosphorus 1080pdacapobench: H2kvazaar: Bosphorus 4K - Mediumsvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080px265: Bosphorus 4Ktungsten: Non-Exponentialsvt-av1: Preset 8 - Bosphorus 4Kkvazaar: Bosphorus 4K - Ultra Fastsvt-hevc: 7 - Bosphorus 1080ptungsten: Water Causticbuild-apache: Time To Compilecompress-zstd: 3 - Compression Speedavifenc: 6avifenc: 6, Losslesstensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantopenvkl: vklBenchmarkVdbVolumesvt-hevc: 1 - Bosphorus 1080pbuild-php: Time To Compilephpbench: PHP Benchmark Suitebuild-linux-kernel: Time To Compileliquid-dsp: 160 - 256 - 57openvkl: vklBenchmarktensorflow-lite: NASNet Mobilecompress-zstd: 19 - Decompression Speednwchem: C240 Buckyballnode-web-tooling: liquid-dsp: 32 - 256 - 57liquid-dsp: 16 - 256 - 57liquid-dsp: 128 - 256 - 57blogbench: Readtungsten: Hairospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciViscompress-zstd: 19, Long Mode - Decompression Speedonednn: Convolution Batch Shapes Auto - f32 - CPUcompress-zstd: 19, Long Mode - Compression Speedblogbench: Writeembree: Pathtracer ISPC - Crownincompact3d: X3D-benchmarking input.i3dospray: San Miguel - SciViscompress-zstd: 19 - Compression Speedpjsip: OPTIONS, Statelesscoremark: CoreMark Size 666 - Iterations Per Secondtensorflow-lite: Inception V4onednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUcompress-zstd: 19 - Compression Speedblender: Barbershop - CPU-Onlycompress-zstd: 19, Long Mode - Compression Speedpovray: Trace Timechia-vdf: Square Assembly Optimizedopenvkl: vklBenchmarkUnstructuredVolumeblender: Fishy Cat - CPU-Onlymrbayes: Primate Phylogeny Analysisstockfish: Total Timeincompact3d: input.i3d 193 Cells Per Directionblender: BMW27 - CPU-Onlyhelsing: 14 digitrodinia: OpenMP LavaMDtensorflow-lite: SqueezeNetonednn: IP Shapes 3D - bf16bf16bf16 - CPUsysbench: RAM / Memorygromacs: MPI CPU - water_GMX50_bareonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUnpb: LU.Cembree: Pathtracer - Asian Dragonpybench: Total For Average Test Timeschia-vdf: Square Plain C++onednn: Recurrent Neural Network Training - u8s8f32 - CPUospray: NASA Streamlines - Path Tracerrelion: Basic - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: IP Shapes 1D - f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUsecuremark: SecureMark-TLSonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUlammps: 20k Atomsonednn: Deconvolution Batch shapes_3d - f32 - CPUblender: Pabellon Barcelona - CPU-Onlyospray: San Miguel - Path Traceronednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: IP Shapes 3D - f32 - CPUembree: Pathtracer ISPC - Asian Dragononednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUtensorflow-lite: Inception ResNet V2rodinia: OpenMP HotSpot3Dhpcg: blender: Classroom - CPU-Onlyonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUsysbench: CPUtnn: CPU - SqueezeNet v1.1namd: ATPase Simulation - 327,506 Atomsospray: XFrog Forest - Path Tracerospray: XFrog Forest - SciViscompress-zstd: 8 - Compression Speedcassandra: Writestnn: CPU - MobileNet v2pgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlykeydb: tungsten: Volumetric Causticavifenc: 10, Losslessavifenc: 10asmfish: 1024 Hash Memory, 26 Depthoidn: Memorialdacapobench: Jythonjava-gradle-perf: Reactorlammps: Rhodopsin Proteinrodinia: OpenMP Leukocytenpb: EP.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301672928.751713.383815253119.3928.33107406.90260.88204.8612.925.2391229.80922.78172.0231.273935.1876148.415.38336.76441555.143074.52191583729.5740.20771558724.813308063333366981319.32727.61875.810.791631166667826756667329076666722538106.52538125109.632719.41.4108447.26076867.0395291.99396890.9182.3400822347453.5673606870193.270510.23148382.2108.3146.09.476147240177645745.72170.01918049358011.330550529.6182.46540.40647808.31.8205112176.809.0040.256555187807.0881.2911995138967684.27127.78348.838671.5410.3628410.9454500.1931982302720.615331672.64635.7250.84633088.3610.423.035161.37903106.6858437.866439.677569303105.65039.823172.28437.9722.10597213870.87366.7290.2712810.3818.872096.7106863443.5470.266946634524178.0913.44818.5225.05017271148157.595320366.36323.86662.0446259.881806032.650013.333597184019.3128.50112356.93234.92196.9712.585.1663128.13923.16157.7832.483335.9874576.815.50138.52445998.846915.52207709029.1440.72372662325.960310666666766190927.92740.7182510.941653866667832983333331663333322241456.45646125110.192782.71.3962643.66306266.8866319.48787490.9184.0409542261054.0292617165173.475880.21836383.0109.0744.89.451143600173771446.11178.77317325031911.711323429.5482.63839.52248816.51.8032812252.738.8840.249170189606.1482.6069982139400667.64627.78348.604678.0410.3537570.9426530.1909212251950.602936671.55736.3000.85040088.1610.423.011861.37432106.1435431.304433.741576988104.31539.966971.92433.4262.10694214228.62367.7990.2708310.3818.872128.7103051374.2030.263954214421171.5913.87458.9675.36117161395049.875518382.98822.08460.9336011.4242829.7987240.9610360529654.5978.42413217.80592.99456.4729.052.4079060.27346.98315.8018.171222.2417015.510.23727.24632984.633677.22960556538.5131.10490018420.736384306666781574734.92253.62209.413.061973100000999833333397006666719084385.62201142.861252447.01.5807749.25600973.8370289.55147310090.1438802452833.3609456656663.229810.21604888.0102.2547.58.952151167182881643.83175.47618208392611.163730328.2379.11838.69346761.21.7448112670.829.2010.247725194386.0284.13011015143567663.89628.57358.316660.1980.3615210.9219300.1889062297700.614468660.05235.6320.86206186.8310.602.985721.35679107.7726434.954433.432572684104.27839.482171.51433.7982.08771212303.58364.9870.2714110.3818.872656.6312015354.2980.254990608503991.5813.86595.8153.06617459684859.983590301.41331.15340.8155425.40OpenBenchmarking.org

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346304K8K12K16K20KSE +/- 82.67, N = 4SE +/- 203.38, N = 4SE +/- 51.71, N = 416729180604282
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303K6K9K12K15KMin: 16552 / Avg: 16729.25 / Max: 16937Min: 17625 / Avg: 18059.75 / Max: 18505Min: 4146 / Avg: 4281.5 / Max: 4391

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: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.28978, N = 15SE +/- 0.49102, N = 15SE +/- 0.09474, N = 1528.7517032.650009.79872MIN: 15.46MIN: 9.3-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 6.281. (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_1d - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835Min: 27.21 / Avg: 28.75 / Max: 31.89Min: 31.03 / Avg: 32.65 / Max: 39.18Min: 9.13 / Avg: 9.8 / Max: 10.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 313.3813.3340.96-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645Min: 13.36 / Avg: 13.38 / Max: 13.41Min: 13.28 / Avg: 13.33 / Max: 13.35Min: 40.79 / Avg: 40.96 / Max: 41.081. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KSE +/- 6.89, N = 3SE +/- 13.59, N = 3SE +/- 1.53, N = 33815359710360-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KMin: 3802 / Avg: 3815.33 / Max: 3825Min: 3574 / Avg: 3596.67 / Max: 3621Min: 10358 / Avg: 10360 / Max: 103631. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463011002200330044005500SE +/- 22.31, N = 15SE +/- 14.31, N = 3SE +/- 20.58, N = 3253118405296-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346309001800270036004500Min: 2326 / Avg: 2530.6 / Max: 2621Min: 1812 / Avg: 1840.33 / Max: 1858Min: 5262 / Avg: 5295.67 / Max: 53331. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301224364860SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 319.3919.3154.59-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -lpthread -lrt
OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.16.3Video Input: Summer Nature 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455Min: 19.11 / Avg: 19.39 / Max: 19.59Min: 19.19 / Avg: 19.31 / Max: 19.42Min: 54.47 / Avg: 54.59 / Max: 54.681. (CXX) g++ options: -O3 -lpthread -lrt

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.34, N = 3SE +/- 0.25, N = 3SE +/- 0.59, N = 328.3328.5078.42-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301530456075Min: 27.73 / Avg: 28.33 / Max: 28.9Min: 28.04 / Avg: 28.5 / Max: 28.91Min: 77.57 / Avg: 78.42 / Max: 79.561. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KSE +/- 133.93, N = 4SE +/- 115.71, N = 20SE +/- 53.70, N = 2010740112354132
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KMin: 10470 / Avg: 10739.5 / Max: 11108Min: 10619 / Avg: 11234.65 / Max: 12182Min: 3505 / Avg: 4131.95 / Max: 4447

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 36.906.9317.80-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630510152025Min: 6.88 / Avg: 6.9 / Max: 6.91Min: 6.92 / Avg: 6.93 / Max: 6.94Min: 17.76 / Avg: 17.8 / Max: 17.861. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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: 10 - Input: Bosphorus 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630130260390520650SE +/- 2.49, N = 3SE +/- 1.73, N = 3SE +/- 5.64, N = 3260.88234.92592.99-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 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500Min: 258.06 / Avg: 260.88 / Max: 265.84Min: 231.93 / Avg: 234.92 / Max: 237.91Min: 586.51 / Avg: 592.99 / Max: 604.231. (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: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 2.00, N = 15SE +/- 1.73, N = 3SE +/- 2.91, N = 3204.86196.97456.47-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 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400Min: 194.94 / Avg: 204.86 / Max: 216.44Min: 193.67 / Avg: 196.97 / Max: 199.53Min: 452.65 / Avg: 456.47 / Max: 462.171. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.40, N = 1512.9212.5829.05-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630612182430Min: 12.75 / Avg: 12.92 / Max: 13.05Min: 12.45 / Avg: 12.58 / Max: 12.74Min: 27.84 / Avg: 29.05 / Max: 32.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301.17882.35763.53644.71525.894SE +/- 0.07466, N = 3SE +/- 0.02249, N = 3SE +/- 0.00072, N = 35.239125.166312.40790-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 5.15 / Avg: 5.24 / Max: 5.39Min: 5.13 / Avg: 5.17 / Max: 5.21Min: 2.41 / Avg: 2.41 / Max: 2.411. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301326395265SE +/- 0.34, N = 3SE +/- 0.34, N = 15SE +/- 0.42, N = 329.8128.1460.27-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301224364860Min: 29.23 / Avg: 29.81 / Max: 30.42Min: 25.33 / Avg: 28.14 / Max: 29.97Min: 59.85 / Avg: 60.27 / Max: 61.11. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.34, N = 1222.7823.1646.98-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301020304050Min: 22.55 / Avg: 22.78 / Max: 22.9Min: 22.68 / Avg: 23.16 / Max: 23.45Min: 45.44 / Avg: 46.98 / Max: 48.881. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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: 7 - Input: Bosphorus 1080pUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350SE +/- 1.72, N = 3SE +/- 1.68, N = 3SE +/- 2.34, N = 15172.02157.78315.80-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 21.04Ubuntu 20.04.2 LTSClear Linux 3463060120180240300Min: 169.06 / Avg: 172.02 / Max: 175.03Min: 155 / Avg: 157.78 / Max: 160.81Min: 300.6 / Avg: 315.8 / Max: 333.891. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 331.2732.4818.17-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835Min: 30.74 / Avg: 31.27 / Max: 31.59Min: 32.17 / Avg: 32.48 / Max: 32.83Min: 18.12 / Avg: 18.17 / Max: 18.251. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 335.1935.9922.24
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 35.1 / Avg: 35.19 / Max: 35.28Min: 35.73 / Avg: 35.99 / Max: 36.12Min: 22.22 / Avg: 22.24 / Max: 22.26

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 1.5.0Compression Level: 3 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463015003000450060007500SE +/- 53.61, N = 3SE +/- 7.13, N = 3SE +/- 61.86, N = 36148.44620.17166.7-llzma-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 1.5.0Compression Level: 3 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012002400360048006000Min: 6062.3 / Avg: 6148.43 / Max: 6246.8Min: 4606 / Avg: 4620.13 / Max: 4628.8Min: 7053.2 / Avg: 7166.7 / Max: 7266.11. (CC) gcc options: -O3 -pthread -lz

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: 6Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.19, N = 4SE +/- 0.14, N = 15SE +/- 0.03, N = 315.3815.5010.241. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620Min: 14.97 / Avg: 15.38 / Max: 15.88Min: 14.62 / Avg: 15.5 / Max: 16.92Min: 10.17 / Avg: 10.24 / Max: 10.291. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.47, N = 3SE +/- 0.38, N = 3SE +/- 0.11, N = 336.7638.5227.251. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 36.22 / Avg: 36.76 / Max: 37.7Min: 38.05 / Avg: 38.52 / Max: 39.28Min: 27.03 / Avg: 27.25 / Max: 27.371. (CXX) g++ options: -O3 -fPIC -lm

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: Mobilenet FloatUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 612.15, N = 15SE +/- 630.61, N = 15SE +/- 68.45, N = 341555.145998.832984.6
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346308K16K24K32K40KMin: 38052.1 / Avg: 41555.14 / Max: 45423.8Min: 41194.9 / Avg: 45998.8 / Max: 51599.7Min: 32910 / Avg: 32984.6 / Max: 33121.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 601.06, N = 15SE +/- 706.39, N = 15SE +/- 60.78, N = 343074.546915.533677.2
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346308K16K24K32K40KMin: 39098.2 / Avg: 43074.54 / Max: 46567.3Min: 42405.3 / Avg: 46915.49 / Max: 50414.4Min: 33583.3 / Avg: 33677.17 / Max: 33791

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: vklBenchmarkVdbVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306M12M18M24M30MSE +/- 58341.71, N = 3SE +/- 187763.97, N = 3SE +/- 324102.01, N = 3219158372207709029605565MIN: 1062215 / MAX: 153704880MIN: 1030467 / MAX: 169859376MIN: 1030715 / MAX: 177194520
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346305M10M15M20M25MMin: 21807522 / Avg: 21915837.33 / Max: 22007573Min: 21708111 / Avg: 22077090 / Max: 22322051Min: 29264695 / Avg: 29605565.33 / Max: 30253475

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 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.24, N = 329.5729.1438.51-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 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 29.41 / Avg: 29.57 / Max: 29.7Min: 28.5 / Avg: 29.14 / Max: 29.57Min: 38.14 / Avg: 38.51 / Max: 38.951. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.52, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 340.2140.7231.10
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 39.61 / Avg: 40.21 / Max: 41.23Min: 40.68 / Avg: 40.72 / Max: 40.76Min: 30.94 / Avg: 31.1 / Max: 31.28

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200K400K600K800K1000KSE +/- 3328.66, N = 3SE +/- 5472.66, N = 3SE +/- 1642.74, N = 3715587726623900184
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630160K320K480K640K800KMin: 709499 / Avg: 715586.67 / Max: 720964Min: 715971 / Avg: 726623.33 / Max: 734128Min: 897566 / Avg: 900183.67 / Max: 903212

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630612182430SE +/- 0.35, N = 13SE +/- 0.36, N = 12SE +/- 0.17, N = 924.8125.9620.74
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630612182430Min: 24.19 / Avg: 24.81 / Max: 28.88Min: 25.18 / Avg: 25.96 / Max: 29.78Min: 20.43 / Avg: 20.74 / Max: 22.04

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: 160 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630800M1600M2400M3200M4000MSE +/- 15087448.79, N = 3SE +/- 11545032.60, N = 3SE +/- 13074699.91, N = 3308063333331066666673843066667-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: 160 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630700M1400M2100M2800M3500MMin: 3050700000 / Avg: 3080633333.33 / Max: 3098900000Min: 3083600000 / Avg: 3106666666.67 / Max: 3119100000Min: 3818900000 / Avg: 3843066666.67 / Max: 38638000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 21.04Ubuntu 20.04.2 LTSClear Linux 346302004006008001000SE +/- 2.40, N = 3SE +/- 5.81, N = 3SE +/- 2.08, N = 3669661815MIN: 1 / MAX: 2821MIN: 1 / MAX: 2845MIN: 1 / MAX: 3198
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630140280420560700Min: 666 / Avg: 669.33 / Max: 674Min: 650 / Avg: 660.67 / Max: 670Min: 811 / Avg: 815 / Max: 818

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: NASNet MobileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020K40K60K80K100KSE +/- 768.19, N = 15SE +/- 1128.79, N = 4SE +/- 102.89, N = 381319.390927.974734.9
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463016K32K48K64K80KMin: 77704.6 / Avg: 81319.34 / Max: 87869.3Min: 89451.7 / Avg: 90927.88 / Max: 94284.6Min: 74602.8 / Avg: 74734.9 / Max: 74937.6

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 - Decompression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 12.48, N = 3SE +/- 9.85, N = 3SE +/- 4.09, N = 32727.62740.72253.6-llzma-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 21.04Ubuntu 20.04.2 LTSClear Linux 346305001000150020002500Min: 2703.7 / Avg: 2727.6 / Max: 2745.8Min: 2721 / Avg: 2740.7 / Max: 2750.6Min: 2246.9 / Avg: 2253.6 / Max: 22611. (CC) gcc options: -O3 -pthread -lz

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050010001500200025001875.81825.02209.4-lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lz1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lm -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.07, N = 3SE +/- 0.12, N = 15SE +/- 0.01, N = 310.7910.9413.061. Ubuntu 21.04: Nodejs v12.21.02. Ubuntu 20.04.2 LTS: Nodejs v10.19.03. Clear Linux 34630: Nodejs v14.17.0
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620Min: 10.66 / Avg: 10.79 / Max: 10.89Min: 9.79 / Avg: 10.94 / Max: 11.49Min: 13.03 / Avg: 13.06 / Max: 13.081. Ubuntu 21.04: Nodejs v12.21.02. Ubuntu 20.04.2 LTS: Nodejs v10.19.03. Clear Linux 34630: Nodejs v14.17.0

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: 32 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400M800M1200M1600M2000MSE +/- 768837.51, N = 3SE +/- 5634516.64, N = 3SE +/- 16877598.57, N = 3163116666716538666671973100000-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 21.04Ubuntu 20.04.2 LTSClear Linux 34630300M600M900M1200M1500MMin: 1630300000 / Avg: 1631166666.67 / Max: 1632700000Min: 1642600000 / Avg: 1653866666.67 / Max: 1659700000Min: 1953500000 / Avg: 1973100000 / Max: 20067000001. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630200M400M600M800M1000MSE +/- 702242.44, N = 3SE +/- 5004752.19, N = 3SE +/- 2729061.70, N = 3826756667832983333999833333-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 21.04Ubuntu 20.04.2 LTSClear Linux 34630200M400M600M800M1000MMin: 825730000 / Avg: 826756666.67 / Max: 828100000Min: 823060000 / Avg: 832983333.33 / Max: 839080000Min: 994400000 / Avg: 999833333.33 / Max: 10030000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630900M1800M2700M3600M4500MSE +/- 9583724.63, N = 3SE +/- 8772368.23, N = 3SE +/- 36096414.10, N = 3329076666733166333333970066667-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: 128 - Buffer Length: 256 - Filter Length: 57Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630700M1400M2100M2800M3500MMin: 3271600000 / Avg: 3290766666.67 / Max: 3300500000Min: 3299400000 / Avg: 3316633333.33 / Max: 3328100000Min: 3899000000 / Avg: 3970066666.67 / Max: 40166000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630500K1000K1500K2000K2500KSE +/- 30037.66, N = 3SE +/- 21799.22, N = 9SE +/- 12916.51, N = 3225381022241451908438-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread
OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400K800K1200K1600K2000KMin: 2197358 / Avg: 2253810 / Max: 2299831Min: 2149752 / Avg: 2224145.44 / Max: 2319913Min: 1886633 / Avg: 1908438.33 / Max: 19313371. (CC) gcc options: -pthread

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810SE +/- 0.07388, N = 3SE +/- 0.08029, N = 15SE +/- 0.02021, N = 36.525386.456465.62201-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 6.43 / Avg: 6.53 / Max: 6.67Min: 5.89 / Avg: 6.46 / Max: 7.05Min: 5.59 / Avg: 5.62 / Max: 5.661. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

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: NASA Streamlines - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150SE +/- 0.00, N = 3125.00125.00142.86MIN: 31.25 / MAX: 142.86MIN: 33.33 / MAX: 142.86MIN: 41.67
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150Min: 142.86 / Avg: 142.86 / Max: 142.86

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150SE +/- 1.01, N = 15SE +/- 0.93, N = 12SE +/- 0.00, N = 3109.63110.19125.00MIN: 20.83 / MAX: 125MIN: 21.74 / MAX: 111.11MIN: 90.91
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 100 / Avg: 109.63 / Max: 111.11Min: 100 / Avg: 110.19 / Max: 111.11Min: 125 / Avg: 125 / Max: 125

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, Long Mode - Decompression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 1.06, N = 3SE +/- 5.43, N = 15SE +/- 7.42, N = 32719.42782.72447.0-llzma-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 21.04Ubuntu 20.04.2 LTSClear Linux 346305001000150020002500Min: 2718 / Avg: 2719.43 / Max: 2721.5Min: 2739.3 / Avg: 2782.72 / Max: 2805.3Min: 2432.2 / Avg: 2446.97 / Max: 2455.61. (CC) gcc options: -O3 -pthread -lz

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: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.35570.71141.06711.42281.7785SE +/- 0.00589, N = 3SE +/- 0.00638, N = 3SE +/- 0.01755, N = 31.410841.396261.58077MIN: 1.27MIN: 1.26-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.381. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 1.4 / Avg: 1.41 / Max: 1.42Min: 1.39 / Avg: 1.4 / Max: 1.41Min: 1.56 / Avg: 1.58 / Max: 1.621. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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, Long Mode - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.33, N = 3SE +/- 0.39, N = 15SE +/- 0.18, N = 347.243.649.2-llzma-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 21.04Ubuntu 20.04.2 LTSClear Linux 346301020304050Min: 46.9 / Avg: 47.23 / Max: 47.9Min: 41.9 / Avg: 43.6 / Max: 48.4Min: 48.9 / Avg: 49.23 / Max: 49.51. (CC) gcc options: -O3 -pthread -lz

BlogBench

BlogBench is designed to replicate the load of a real-world busy file server by stressing the file-system with multiple threads of random reads, writes, and rewrites. The behavior is mimicked of that of a blog by creating blogs with content and pictures, modifying blog posts, adding comments to these blogs, and then reading the content of the blogs. All of these blogs generated are created locally with fake content and pictures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463014K28K42K56K70KSE +/- 717.36, N = 3SE +/- 770.50, N = 3SE +/- 74.61, N = 3607686306256009-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread
OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463011K22K33K44K55KMin: 59667 / Avg: 60767.67 / Max: 62115Min: 61633 / Avg: 63062 / Max: 64276Min: 55869 / Avg: 56008.67 / Max: 561241. (CC) gcc options: -pthread

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480SE +/- 0.30, N = 3SE +/- 0.70, N = 3SE +/- 0.68, N = 367.0466.8973.84MIN: 59.72 / MAX: 87.99MIN: 59.4 / MAX: 88.24MIN: 64.62 / MAX: 94.03
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301428425670Min: 66.54 / Avg: 67.04 / Max: 67.57Min: 65.49 / Avg: 66.89 / Max: 67.64Min: 73.05 / Avg: 73.84 / Max: 75.19

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 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350SE +/- 1.18, N = 3SE +/- 3.10, N = 3SE +/- 0.46, N = 3291.99319.49289.55-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 21.04Ubuntu 20.04.2 LTSClear Linux 3463060120180240300Min: 290.54 / Avg: 291.99 / Max: 294.33Min: 315.61 / Avg: 319.49 / Max: 325.63Min: 288.69 / Avg: 289.55 / Max: 290.281. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

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: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 390.9190.91100.00MIN: 55.56 / MAX: 100MIN: 55.56 / MAX: 100MIN: 52.63 / MAX: 111.11
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 100 / Avg: 100 / Max: 100

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 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.81, N = 3SE +/- 0.68, N = 3SE +/- 0.32, N = 382.384.090.1-llzma-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 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 81.2 / Avg: 82.33 / Max: 83.9Min: 83.3 / Avg: 84.03 / Max: 85.4Min: 89.7 / Avg: 90.07 / Max: 90.71. (CC) gcc options: -O3 -pthread -lz

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346309K18K27K36K45KSE +/- 533.56, N = 3SE +/- 352.27, N = 3SE +/- 270.37, N = 3400824095443880-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lavformat -lavcodec -lswscale -lavutil -lasound -O2-lopus -O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread
OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346308K16K24K32K40KMin: 39055 / Avg: 40082.33 / Max: 40846Min: 40572 / Avg: 40954.33 / Max: 41658Min: 43369 / Avg: 43879.67 / Max: 442891. (CC) gcc options: -lSDL2 -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630500K1000K1500K2000K2500KSE +/- 2872.35, N = 3SE +/- 24473.66, N = 5SE +/- 6737.83, N = 32347453.572261054.032452833.36-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400K800K1200K1600K2000KMin: 2342777.66 / Avg: 2347453.57 / Max: 2352681.69Min: 2168388.95 / Avg: 2261054.03 / Max: 2297777.62Min: 2445361.45 / Avg: 2452833.36 / Max: 2466281.311. (CC) gcc options: -O2 -lrt" -lrt

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: Inception V4Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150K300K450K600K750KSE +/- 7233.85, N = 5SE +/- 2002.95, N = 3SE +/- 6494.21, N = 3687019716517665666
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630120K240K360K480K600KMin: 665700 / Avg: 687018.6 / Max: 702860Min: 714314 / Avg: 716517 / Max: 720516Min: 655870 / Avg: 665666 / Max: 677950

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: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.78211.56422.34633.12843.9105SE +/- 0.00929, N = 3SE +/- 0.00414, N = 3SE +/- 0.00331, N = 33.270513.475883.22981MIN: 3.09MIN: 3.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3.021. (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_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 3.26 / Avg: 3.27 / Max: 3.29Min: 3.47 / Avg: 3.48 / Max: 3.48Min: 3.23 / Avg: 3.23 / Max: 3.241. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05210.10420.15630.20840.2605SE +/- 0.002322, N = 6SE +/- 0.001876, N = 8SE +/- 0.001684, N = 30.2314830.2183630.216048MIN: 0.2MIN: 0.19-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.191. (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 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.23 / Avg: 0.23 / Max: 0.24Min: 0.21 / Avg: 0.22 / Max: 0.23Min: 0.21 / Avg: 0.22 / Max: 0.221. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 1.5.0Compression Level: 19 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 1.03, N = 15SE +/- 0.70, N = 8SE +/- 0.66, N = 382.283.088.0-llzma-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 1.5.0Compression Level: 19 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 73 / Avg: 82.25 / Max: 89.8Min: 79 / Avg: 82.98 / Max: 84.6Min: 86.7 / Avg: 88 / Max: 88.81. (CC) gcc options: -O3 -pthread -lz

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: Barbershop - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.26, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3108.31109.07102.25
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 107.89 / Avg: 108.31 / Max: 108.77Min: 108.53 / Avg: 109.07 / Max: 109.38Min: 102.01 / Avg: 102.25 / Max: 102.38

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 1.5.0Compression Level: 19, Long Mode - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301122334455SE +/- 0.54, N = 15SE +/- 0.61, N = 15SE +/- 0.64, N = 346.044.847.5-llzma-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 1.5.0Compression Level: 19, Long Mode - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301020304050Min: 42.8 / Avg: 46 / Max: 48.7Min: 41.7 / Avg: 44.78 / Max: 47.9Min: 46.2 / Avg: 47.47 / Max: 48.31. (CC) gcc options: -O3 -pthread -lz

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.097, N = 5SE +/- 0.084, N = 3SE +/- 0.016, N = 39.4769.4518.952-lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread-lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread-fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 9.26 / Avg: 9.48 / Max: 9.82Min: 9.29 / Avg: 9.45 / Max: 9.58Min: 8.92 / Avg: 8.95 / Max: 8.981. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Chia Blockchain VDF

Chia is a blockchain and smart transaction platform based on proofs of space and time rather than proofs of work with other cryptocurrencies. This test profile is benchmarking the CPU performance for Chia VDF performance using the Chia VDF benchmark. The Chia VDF is for the Chia Verifiable Delay Function (Proof of Time). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KSE +/- 1568.63, N = 5SE +/- 680.69, N = 3SE +/- 240.37, N = 31472401436001511671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Assembly OptimizedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KMin: 141700 / Avg: 147240 / Max: 149800Min: 142300 / Avg: 143600 / Max: 144600Min: 150700 / Avg: 151166.67 / Max: 1515001. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

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: vklBenchmarkUnstructuredVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630400K800K1200K1600K2000KSE +/- 7183.20, N = 3SE +/- 17974.50, N = 3SE +/- 13533.55, N = 3177645717377141828816MIN: 24424 / MAX: 5906521MIN: 21419 / MAX: 5849413MIN: 25882 / MAX: 5901670
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630300K600K900K1200K1500KMin: 1762100 / Avg: 1776457.33 / Max: 1784078Min: 1719734 / Avg: 1737714 / Max: 1773663Min: 1801893 / Avg: 1828816 / Max: 1844693

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: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301020304050SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 345.7246.1143.83
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645Min: 45.53 / Avg: 45.72 / Max: 46.02Min: 45.77 / Avg: 46.11 / Max: 46.3Min: 43.81 / Avg: 43.83 / Max: 43.85

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346304080120160200SE +/- 0.83, N = 3SE +/- 0.79, N = 3SE +/- 1.06, N = 3170.02178.77175.48-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630306090120150Min: 168.36 / Avg: 170.02 / Max: 171.01Min: 177.23 / Avg: 178.77 / Max: 179.84Min: 173.89 / Avg: 175.48 / Max: 177.491. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

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 21.04Ubuntu 20.04.2 LTSClear Linux 3463040M80M120M160M200MSE +/- 2129761.70, N = 15SE +/- 1908422.73, N = 4SE +/- 1887131.91, N = 3180493580173250319182083926-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 21.04Ubuntu 20.04.2 LTSClear Linux 3463030M60M90M120M150MMin: 171815407 / Avg: 180493580.2 / Max: 203693488Min: 168713134 / Avg: 173250319 / Max: 178049163Min: 178309680 / Avg: 182083926 / Max: 1839810951. (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

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: input.i3d 193 Cells Per DirectionUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 311.3311.7111.16-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 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 11.27 / Avg: 11.33 / Max: 11.4Min: 11.67 / Avg: 11.71 / Max: 11.78Min: 11.15 / Avg: 11.16 / Max: 11.171. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

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 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 329.6129.5428.23
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835Min: 29.52 / Avg: 29.61 / Max: 29.66Min: 29.51 / Avg: 29.54 / Max: 29.61Min: 28.12 / Avg: 28.23 / Max: 28.42

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.73, N = 15SE +/- 0.11, N = 3SE +/- 0.09, N = 382.4782.6479.121. (CC) gcc options: -O2 -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480Min: 79.23 / Avg: 82.46 / Max: 86.7Min: 82.45 / Avg: 82.64 / Max: 82.82Min: 78.98 / Avg: 79.12 / Max: 79.291. (CC) gcc options: -O2 -pthread

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 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.46, N = 440.4139.5238.691. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 40.17 / Avg: 40.41 / Max: 40.68Min: 39.42 / Avg: 39.52 / Max: 39.65Min: 38.19 / Avg: 38.69 / Max: 40.081. (CXX) g++ options: -O2 -lOpenCL

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 21.04Ubuntu 20.04.2 LTSClear Linux 3463010K20K30K40K50KSE +/- 35.00, N = 3SE +/- 510.23, N = 15SE +/- 60.24, N = 347808.348816.546761.2
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346308K16K24K32K40KMin: 47739.8 / Avg: 47808.27 / Max: 47855.1Min: 47058.1 / Avg: 48816.53 / Max: 53639.6Min: 46654.5 / Avg: 46761.23 / Max: 46863

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 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.40960.81921.22881.63842.048SE +/- 0.01169, N = 14SE +/- 0.00660, N = 3SE +/- 0.00330, N = 31.820511.803281.74481MIN: 1.67MIN: 1.67-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.611. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 1.8 / Avg: 1.82 / Max: 1.97Min: 1.8 / Avg: 1.8 / Max: 1.82Min: 1.74 / Avg: 1.74 / Max: 1.751. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303K6K9K12K15KSE +/- 145.91, N = 15SE +/- 138.52, N = 15SE +/- 126.52, N = 312176.8012252.7312670.82-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302K4K6K8K10KMin: 11022.83 / Avg: 12176.8 / Max: 12925.51Min: 10845.88 / Avg: 12252.73 / Max: 13282.15Min: 12420.62 / Avg: 12670.82 / Max: 12828.651. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.058, N = 3SE +/- 0.033, N = 3SE +/- 0.028, N = 39.0048.8849.201-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 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 8.9 / Avg: 9 / Max: 9.1Min: 8.82 / Avg: 8.88 / Max: 8.94Min: 9.15 / Avg: 9.2 / Max: 9.241. (CXX) g++ options: -O3 -pthread

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: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05770.11540.17310.23080.2885SE +/- 0.002948, N = 3SE +/- 0.003241, N = 3SE +/- 0.001913, N = 30.2565550.2491700.247725MIN: 0.23MIN: 0.22-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.221. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.25 / Avg: 0.26 / Max: 0.26Min: 0.24 / Avg: 0.25 / Max: 0.26Min: 0.24 / Avg: 0.25 / Max: 0.251. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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: LU.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040K80K120K160K200KSE +/- 419.66, N = 3SE +/- 1295.33, N = 3SE +/- 301.93, N = 3187807.08189606.14194386.02-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: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KMin: 187266.97 / Avg: 187807.08 / Max: 188633.52Min: 187043.01 / Avg: 189606.14 / Max: 191213.94Min: 193934.47 / Avg: 194386.02 / Max: 194959.011. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.58, N = 3SE +/- 0.68, N = 9SE +/- 1.14, N = 381.2982.6184.13MIN: 67.06 / MAX: 91.79MIN: 67 / MAX: 93.51MIN: 68.3 / MAX: 93.51
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480Min: 80.18 / Avg: 81.29 / Max: 82.11Min: 79.42 / Avg: 82.61 / Max: 84.87Min: 81.87 / Avg: 84.13 / Max: 85.49

PyBench

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302004006008001000SE +/- 1.86, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 39959821015
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346302004006008001000Min: 993 / Avg: 995.33 / Max: 999Min: 980 / Avg: 981.67 / Max: 983Min: 1013 / Avg: 1015 / Max: 1016

Chia Blockchain VDF

Chia is a blockchain and smart transaction platform based on proofs of space and time rather than proofs of work with other cryptocurrencies. This test profile is benchmarking the CPU performance for Chia VDF performance using the Chia VDF benchmark. The Chia VDF is for the Chia Verifiable Delay Function (Proof of Time). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030K60K90K120K150KSE +/- 88.19, N = 3SE +/- 585.95, N = 3SE +/- 33.33, N = 31389671394001435671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread
OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.1Test: Square Plain C++Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020K40K60K80K100KMin: 138800 / Avg: 138966.67 / Max: 139100Min: 138300 / Avg: 139400 / Max: 140300Min: 143500 / Avg: 143566.67 / Max: 1436001. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

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: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 5.64, N = 15SE +/- 1.50, N = 3SE +/- 3.59, N = 3684.27667.65663.90MIN: 645.4MIN: 642.94-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 627.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630120240360480600Min: 669.34 / Avg: 684.27 / Max: 729.62Min: 665.94 / Avg: 667.65 / Max: 670.63Min: 659.93 / Avg: 663.9 / Max: 671.051. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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: NASA Streamlines - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 327.7827.7828.57MIN: 17.24 / MAX: 29.41MIN: 16.67 / MAX: 29.41MIN: 18.87 / MAX: 30.3
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630612182430Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 28.57 / Avg: 28.57 / Max: 28.57

RELION

RELION - REgularised LIkelihood OptimisatioN - is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy (cryo-EM). It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 1.61, N = 3SE +/- 0.74, N = 3SE +/- 0.17, N = 3348.84348.60358.32-lmpi_cxx-lmpi_cxx-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463060120180240300Min: 346.86 / Avg: 348.84 / Max: 352.03Min: 347.85 / Avg: 348.6 / Max: 350.08Min: 358 / Avg: 358.32 / Max: 358.561. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi

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: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 0.16, N = 3SE +/- 4.59, N = 15SE +/- 0.41, N = 3671.54678.04660.20MIN: 647.67MIN: 638.98-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 628.821. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630120240360480600Min: 671.26 / Avg: 671.54 / Max: 671.82Min: 661.97 / Avg: 678.04 / Max: 721.85Min: 659.39 / Avg: 660.2 / Max: 660.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.08160.16320.24480.32640.408SE +/- 0.004351, N = 3SE +/- 0.003468, N = 3SE +/- 0.001144, N = 30.3628410.3537570.361521MIN: 0.32MIN: 0.31-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.321. (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 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.36 / Avg: 0.36 / Max: 0.37Min: 0.35 / Avg: 0.35 / Max: 0.36Min: 0.36 / Avg: 0.36 / Max: 0.361. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.21270.42540.63810.85081.0635SE +/- 0.010679, N = 4SE +/- 0.011491, N = 3SE +/- 0.004580, N = 30.9454500.9426530.921930MIN: 0.86MIN: 0.85-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.841. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 0.92 / Avg: 0.95 / Max: 0.97Min: 0.93 / Avg: 0.94 / Max: 0.96Min: 0.92 / Avg: 0.92 / Max: 0.931. (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 21.04Ubuntu 20.04.2 LTSClear Linux 346300.04350.0870.13050.1740.2175SE +/- 0.001836, N = 13SE +/- 0.001679, N = 14SE +/- 0.000520, N = 30.1931980.1909210.188906MIN: 0.18MIN: 0.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.181. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.19 / Avg: 0.19 / Max: 0.21Min: 0.19 / Avg: 0.19 / Max: 0.21Min: 0.19 / Avg: 0.19 / Max: 0.191. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050K100K150K200K250KSE +/- 178.37, N = 3SE +/- 124.15, N = 3SE +/- 121.72, N = 32302722251952297701. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040K80K120K160K200KMin: 229915.7 / Avg: 230272.23 / Max: 230461.28Min: 224948.22 / Avg: 225194.61 / Max: 225344.38Min: 229616.69 / Avg: 229769.97 / Max: 230010.411. (CC) gcc options: -pedantic -O3

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: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.13840.27680.41520.55360.692SE +/- 0.004554, N = 3SE +/- 0.002882, N = 3SE +/- 0.001093, N = 30.6153310.6029360.614468MIN: 0.57MIN: 0.56-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.561. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 0.61 / Avg: 0.62 / Max: 0.62Min: 0.6 / Avg: 0.6 / Max: 0.61Min: 0.61 / Avg: 0.61 / Max: 0.621. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630150300450600750SE +/- 1.73, N = 3SE +/- 5.68, N = 8SE +/- 2.16, N = 3672.65671.56660.05MIN: 646.15MIN: 639.68-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 626.351. (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 Training - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630120240360480600Min: 669.81 / Avg: 672.65 / Max: 675.79Min: 663.28 / Avg: 671.56 / Max: 711.14Min: 656.74 / Avg: 660.05 / Max: 664.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 335.7336.3035.63-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 35.67 / Avg: 35.73 / Max: 35.77Min: 36.21 / Avg: 36.3 / Max: 36.35Min: 35.58 / Avg: 35.63 / Max: 35.741. (CXX) g++ options: -O3 -pthread -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: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.1940.3880.5820.7760.97SE +/- 0.008374, N = 6SE +/- 0.008602, N = 6SE +/- 0.000743, N = 30.8463300.8504000.862061MIN: 0.8MIN: 0.8-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 0.811. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 0.84 / Avg: 0.85 / Max: 0.89Min: 0.84 / Avg: 0.85 / Max: 0.89Min: 0.86 / Avg: 0.86 / Max: 0.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 388.3688.1686.83
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 87.89 / Avg: 88.36 / Max: 88.65Min: 87.74 / Avg: 88.16 / Max: 88.39Min: 86.68 / Avg: 86.83 / Max: 86.95

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 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 310.4210.4210.60MIN: 7.87 / MAX: 10.64MIN: 7.94 / MAX: 10.53MIN: 7.58 / MAX: 10.87
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.53 / Avg: 10.6 / Max: 10.64

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: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.68291.36582.04872.73163.4145SE +/- 0.02675, N = 12SE +/- 0.03357, N = 3SE +/- 0.00391, N = 33.035163.011862.98572MIN: 2.86MIN: 2.84-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.851. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 2.99 / Avg: 3.04 / Max: 3.33Min: 2.98 / Avg: 3.01 / Max: 3.08Min: 2.98 / Avg: 2.99 / Max: 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: IP Shapes 3D - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.31030.62060.93091.24121.5515SE +/- 0.01131, N = 3SE +/- 0.01216, N = 3SE +/- 0.00192, N = 31.379031.374321.35679MIN: 1.33MIN: 1.32-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 1.311. (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 3D - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 1.36 / Avg: 1.38 / Max: 1.4Min: 1.36 / Avg: 1.37 / Max: 1.4Min: 1.35 / Avg: 1.36 / Max: 1.361. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.84, N = 10SE +/- 0.91, N = 3SE +/- 1.45, N = 3106.69106.14107.77MIN: 85.33 / MAX: 112.78MIN: 84.21 / MAX: 111.87MIN: 85.87 / MAX: 112.96
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 100.97 / Avg: 106.69 / Max: 108.8Min: 104.82 / Avg: 106.14 / Max: 107.9Min: 104.86 / Avg: 107.77 / Max: 109.28

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: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463090180270360450SE +/- 0.63, N = 3SE +/- 1.48, N = 3SE +/- 1.15, N = 3437.87431.30434.95MIN: 422.67MIN: 414.55-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 417.431. (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: f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400Min: 436.65 / Avg: 437.87 / Max: 438.74Min: 429.46 / Avg: 431.3 / Max: 434.23Min: 432.88 / Avg: 434.95 / Max: 436.871. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 0.53, N = 3SE +/- 1.79, N = 3SE +/- 2.18, N = 3439.68433.74433.43MIN: 424.75MIN: 416.67-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.351. (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: u8s8f32 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400Min: 438.65 / Avg: 439.68 / Max: 440.44Min: 431.61 / Avg: 433.74 / Max: 437.3Min: 430.52 / Avg: 433.43 / Max: 437.691. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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: Inception ResNet V2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630120K240K360K480K600KSE +/- 790.57, N = 3SE +/- 5213.69, N = 3SE +/- 4180.58, N = 3569303576988572684
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630100K200K300K400K500KMin: 567962 / Avg: 569303.33 / Max: 570699Min: 570309 / Avg: 576987.67 / Max: 587262Min: 568140 / Avg: 572683.67 / Max: 581034

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 HotSpot3DUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100SE +/- 0.57, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3105.65104.32104.281. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463020406080100Min: 104.66 / Avg: 105.65 / Max: 106.63Min: 104.11 / Avg: 104.31 / Max: 104.59Min: 104.1 / Avg: 104.28 / Max: 104.481. (CXX) g++ options: -O2 -lOpenCL

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630918273645SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.01, N = 339.8239.9739.48-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630816243240Min: 39.77 / Avg: 39.82 / Max: 39.87Min: 39.61 / Avg: 39.97 / Max: 40.25Min: 39.47 / Avg: 39.48 / Max: 39.51. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

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: Classroom - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301632486480SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 372.2871.9271.51
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301428425670Min: 72.22 / Avg: 72.28 / Max: 72.34Min: 71.77 / Avg: 71.92 / Max: 72.12Min: 71.32 / Avg: 71.51 / Max: 71.63

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: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463090180270360450SE +/- 0.96, N = 3SE +/- 1.72, N = 3SE +/- 1.50, N = 3437.97433.43433.80MIN: 422.42MIN: 414.41-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 414.441. (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 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400Min: 436.63 / Avg: 437.97 / Max: 439.83Min: 431.44 / Avg: 433.43 / Max: 436.86Min: 431.41 / Avg: 433.8 / Max: 436.581. (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: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.47410.94821.42231.89642.3705SE +/- 0.01823, N = 3SE +/- 0.01729, N = 3SE +/- 0.00152, N = 32.105972.106942.08771MIN: 2.03MIN: 2.03-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 2.031. (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 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 2.08 / Avg: 2.11 / Max: 2.14Min: 2.09 / Avg: 2.11 / Max: 2.14Min: 2.09 / Avg: 2.09 / Max: 2.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Sysbench

This is a benchmark of Sysbench with the built-in CPU and memory sub-tests. Sysbench is a scriptable multi-threaded benchmark tool based on LuaJIT. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050K100K150K200K250KSE +/- 275.74, N = 3SE +/- 252.80, N = 3SE +/- 23.74, N = 3213870.87214228.62212303.58-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm
OpenBenchmarking.orgEvents Per Second, More Is BetterSysbench 1.0.20Test: CPUUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040K80K120K160K200KMin: 213320.06 / Avg: 213870.87 / Max: 214169.83Min: 213723.05 / Avg: 214228.62 / Max: 214485.5Min: 212264.19 / Avg: 212303.58 / Max: 212346.241. (CC) gcc options: -pthread -O2 -funroll-loops -rdynamic -ldl -laio -lm

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: SqueezeNet v1.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 0.08, N = 3SE +/- 0.53, N = 3SE +/- 0.04, N = 3366.73367.80364.99MIN: 365.95 / MAX: 373.2MIN: 367 / MAX: 370.11-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 364.69 / MAX: 366.311. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350Min: 366.65 / Avg: 366.73 / Max: 366.88Min: 367.17 / Avg: 367.8 / Max: 368.85Min: 364.93 / Avg: 364.99 / Max: 365.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 21.04Ubuntu 20.04.2 LTSClear Linux 346300.06110.12220.18330.24440.3055SE +/- 0.00049, N = 3SE +/- 0.00044, N = 3SE +/- 0.00032, N = 30.271280.270830.27141
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.27 / Avg: 0.27 / Max: 0.27Min: 0.27 / Avg: 0.27 / Max: 0.27Min: 0.27 / Avg: 0.27 / Max: 0.27

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: XFrog Forest - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 310.3810.3810.38MIN: 7.58 / MAX: 10.75MIN: 9.17 / MAX: 10.53MIN: 8.13 / MAX: 10.75
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 10.31 / Avg: 10.38 / Max: 10.42Min: 10.31 / Avg: 10.38 / Max: 10.42Min: 10.31 / Avg: 10.38 / Max: 10.42

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8718.8718.87MIN: 13.33 / MAX: 19.23MIN: 12.82 / MAX: 19.23MIN: 13.16 / MAX: 19.61
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630510152025Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87

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 1.5.0Compression Level: 8 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346306001200180024003000SE +/- 24.65, N = 3SE +/- 25.03, N = 15SE +/- 58.63, N = 122096.72128.72656.6-llzma-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 1.5.0Compression Level: 8 - Compression SpeedUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346305001000150020002500Min: 2071.8 / Avg: 2096.7 / Max: 2146Min: 1981.7 / Avg: 2128.71 / Max: 2367.8Min: 2334.5 / Avg: 2656.63 / Max: 2921.41. (CC) gcc options: -O3 -pthread -lz

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070K140K210K280K350KSE +/- 2263.61, N = 15SE +/- 1368.32, N = 15SE +/- 2265.50, N = 3106863103051312015
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463050K100K150K200K250KMin: 90540 / Avg: 106863.2 / Max: 119298Min: 95165 / Avg: 103050.73 / Max: 116380Min: 309114 / Avg: 312015.33 / Max: 316480

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 21.04Ubuntu 20.04.2 LTSClear Linux 34630100200300400500SE +/- 9.40, N = 15SE +/- 0.44, N = 3SE +/- 0.15, N = 3443.55374.20354.30MIN: 367.81 / MAX: 808.75MIN: 371.48 / MAX: 419.18-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 353.49 / MAX: 357.291. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400Min: 393.52 / Avg: 443.55 / Max: 497.97Min: 373.34 / Avg: 374.2 / Max: 374.78Min: 354 / Avg: 354.3 / Max: 354.471. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346300.05990.11980.17970.23960.2995SE +/- 0.003, N = 15SE +/- 0.003, N = 4SE +/- 0.005, N = 150.2660.2630.254-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012345Min: 0.25 / Avg: 0.27 / Max: 0.29Min: 0.26 / Avg: 0.26 / Max: 0.27Min: 0.23 / Avg: 0.25 / Max: 0.291. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200K400K600K800K1000KSE +/- 10755.01, N = 15SE +/- 10643.51, N = 4SE +/- 19682.88, N = 15946634954214990608-O2-O2-O3 -pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630200K400K600K800K1000KMin: 861584.42 / Avg: 946633.68 / Max: 989623.06Min: 922367.58 / Avg: 954213.54 / Max: 966977.37Min: 864101.92 / Avg: 990607.63 / Max: 1107203.181. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630110K220K330K440K550KSE +/- 4128.37, N = 3SE +/- 18099.02, N = 15SE +/- 2367.62, N = 3524178.09421171.59503991.581. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463090K180K270K360K450KMin: 516045.54 / Avg: 524178.09 / Max: 529479.93Min: 317166.44 / Avg: 421171.59 / Max: 510934.69Min: 499256.52 / Avg: 503991.58 / Max: 506395.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620SE +/- 0.44, N = 15SE +/- 0.39, N = 15SE +/- 0.48, N = 1513.4513.8713.87-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl
OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463048121620Min: 11.14 / Avg: 13.45 / Max: 16.22Min: 11.2 / Avg: 13.87 / Max: 15.92Min: 11.16 / Avg: 13.87 / Max: 15.791. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

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: 10, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215SE +/- 0.146, N = 15SE +/- 0.118, N = 12SE +/- 0.013, N = 38.5228.9675.8151. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346303691215Min: 7.83 / Avg: 8.52 / Max: 9.73Min: 8.25 / Avg: 8.97 / Max: 9.44Min: 5.8 / Avg: 5.82 / Max: 5.841. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301.20622.41243.61864.82486.031SE +/- 0.074, N = 15SE +/- 0.099, N = 15SE +/- 0.030, N = 155.0505.3613.0661. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630246810Min: 4.78 / Avg: 5.05 / Max: 5.48Min: 4.88 / Avg: 5.36 / Max: 6.17Min: 2.95 / Avg: 3.07 / Max: 3.391. (CXX) g++ options: -O3 -fPIC -lm

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463040M80M120M160M200MSE +/- 1805964.50, N = 3SE +/- 3374554.91, N = 12SE +/- 2090545.83, N = 3172711481171613950174596848
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463030M60M90M120M150MMin: 169883036 / Avg: 172711480.67 / Max: 176071069Min: 164700846 / Avg: 171613949.58 / Max: 208012828Min: 171387534 / Avg: 174596847.67 / Max: 178522361

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 21.04Ubuntu 20.04.2 LTSClear Linux 346301326395265SE +/- 2.57, N = 12SE +/- 2.40, N = 12SE +/- 0.85, N = 357.5949.8759.98
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301224364860Min: 40.92 / Avg: 57.59 / Max: 64.18Min: 39.17 / Avg: 49.87 / Max: 64.16Min: 58.28 / Avg: 59.98 / Max: 60.94

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463012002400360048006000SE +/- 153.92, N = 20SE +/- 194.90, N = 20SE +/- 14.30, N = 4532055183590
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463010002000300040005000Min: 4359 / Avg: 5320.05 / Max: 6488Min: 4400 / Avg: 5518.05 / Max: 6968Min: 3565 / Avg: 3589.75 / Max: 3625

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463080160240320400SE +/- 5.06, N = 9SE +/- 10.71, N = 9SE +/- 8.63, N = 6366.36382.99301.41
OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463070140210280350Min: 341.71 / Avg: 366.36 / Max: 386.86Min: 319.9 / Avg: 382.99 / Max: 426.9Min: 266.9 / Avg: 301.41 / Max: 328.67

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835SE +/- 0.02, N = 3SE +/- 0.64, N = 12SE +/- 0.47, N = 1523.8722.0831.15-pipe -fexceptions -fstack-protector -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 34630714212835Min: 23.83 / Avg: 23.87 / Max: 23.9Min: 19.16 / Avg: 22.08 / Max: 25.28Min: 27.94 / Avg: 31.15 / Max: 33.481. (CXX) g++ options: -O3 -pthread -lm

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 LeukocyteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301428425670SE +/- 0.67, N = 3SE +/- 1.30, N = 15SE +/- 0.36, N = 1562.0460.9340.821. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 346301224364860Min: 60.71 / Avg: 62.04 / Max: 62.82Min: 53.86 / Avg: 60.93 / Max: 72.21Min: 38.69 / Avg: 40.82 / Max: 43.111. (CXX) g++ options: -O2 -lOpenCL

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.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463013002600390052006500SE +/- 51.84, N = 15SE +/- 81.23, N = 15SE +/- 165.45, N = 126259.886011.425425.40-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: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CUbuntu 21.04Ubuntu 20.04.2 LTSClear Linux 3463011002200330044005500Min: 5918.12 / Avg: 6259.88 / Max: 6635.86Min: 5432.62 / Avg: 6011.42 / Max: 6369.67Min: 3686.05 / Avg: 5425.4 / Max: 5740.071. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 20.04.2 LTS: Open MPI 4.0.34. Clear Linux 34630: 3.2

122 Results Shown

DaCapo Benchmark
oneDNN
Kvazaar
PJSIP:
  OPTIONS, Stateful
  INVITE
libgav1
x265
DaCapo Benchmark
Kvazaar
SVT-HEVC
SVT-VP9
x265
Tungsten Renderer
SVT-AV1
Kvazaar
SVT-HEVC
Tungsten Renderer
Timed Apache Compilation
Zstd Compression
libavif avifenc:
  6
  6, Lossless
TensorFlow Lite:
  Mobilenet Float
  Mobilenet Quant
OpenVKL
SVT-HEVC
Timed PHP Compilation
PHPBench
Timed Linux Kernel Compilation
Liquid-DSP
OpenVKL
TensorFlow Lite
Zstd Compression
NWChem
Node.js V8 Web Tooling Benchmark
Liquid-DSP:
  32 - 256 - 57
  16 - 256 - 57
  128 - 256 - 57
BlogBench
Tungsten Renderer
OSPray:
  NASA Streamlines - SciVis
  Magnetic Reconnection - SciVis
Zstd Compression
oneDNN
Zstd Compression
BlogBench
Embree
Xcompact3d Incompact3d
OSPray
Zstd Compression
PJSIP
Coremark
TensorFlow Lite
oneDNN:
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
Zstd Compression
Blender
Zstd Compression
POV-Ray
Chia Blockchain VDF
OpenVKL
Blender
Timed MrBayes Analysis
Stockfish
Xcompact3d Incompact3d
Blender
Helsing
Rodinia
TensorFlow Lite
oneDNN
Sysbench
GROMACS
oneDNN
NAS Parallel Benchmarks
Embree
PyBench
Chia Blockchain VDF
oneDNN
OSPray
RELION
oneDNN:
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  IP Shapes 1D - f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
SecureMark
oneDNN:
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - f32 - CPU
LAMMPS Molecular Dynamics Simulator
oneDNN
Blender
OSPray
oneDNN:
  IP Shapes 1D - bf16bf16bf16 - CPU
  IP Shapes 3D - f32 - CPU
Embree
oneDNN:
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
TensorFlow Lite
Rodinia
High Performance Conjugate Gradient
Blender
oneDNN:
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
Sysbench
TNN
NAMD
OSPray:
  XFrog Forest - Path Tracer
  XFrog Forest - SciVis
Zstd Compression
Apache Cassandra
TNN
PostgreSQL pgbench:
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
KeyDB
Tungsten Renderer
libavif avifenc:
  10, Lossless
  10
asmFish
Intel Open Image Denoise
DaCapo Benchmark
Java Gradle Build
LAMMPS Molecular Dynamics Simulator
Rodinia
NAS Parallel Benchmarks

Ubuntu 21.04

Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

OS: Ubuntu 21.04, Kernel: 5.11.0-17-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
Python Notes: Python 3.9.4
Security Notes: itlb_multihit: Not affected + 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: Not affected

Testing initiated at 13 May 2021 20:13 by user phoronix.

Ubuntu 20.04.2 LTS

Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

OS: Ubuntu 20.04, Kernel: 5.8.0-53-generic (x86_64), Desktop: GNOME Shell 3.36.7, Display Server: X Server 1.20.9, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)
Python Notes: Python 3.8.5
Security Notes: itlb_multihit: Not affected + 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: Not affected

Testing initiated at 17 May 2021 12:06 by user phoronix.

Clear Linux 34630

Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

OS: Clear Linux OS 34630, Kernel: 5.10.19-1032.native (x86_64), Desktop: GNOME Shell 40.0, Display Server: X Server, Compiler: GCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Environment Notes: 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" 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 Notes: --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=skylake-avx512
Disk Notes: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270
Java Notes: OpenJDK Runtime Environment (build 1.8.0-u252-ga-b00)
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + 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: Not affected

Testing initiated at 18 May 2021 22:01 by user phoronix.