Ubuntu 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan Benchmarks

AMD EPYC 74F3 24-Core testing of Ubuntu Linux versions by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110138-TJ-UBUNTUMIL38
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  Test
  Duration
Ubuntu 20.04 LTS
October 13 2021
  4 Hours, 43 Minutes
Ubuntu 21.04
October 12 2021
  5 Hours, 43 Minutes
Ubuntu 21.10
October 10 2021
  5 Hours, 28 Minutes
Ubuntu 21.10 + Linux 5.15
October 11 2021
  6 Hours, 13 Minutes
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  5 Hours, 32 Minutes

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Ubuntu 20.04 LTS

Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Ubuntu 20.04, Kernel: 5.4.0-88-generic (x86_64), Vulkan: 1.0.2, 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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)
Python Notes: Python 3.8.10
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.04

OS: Ubuntu 21.04, Kernel: 5.11.0-37-generic (x86_64), Display Server: X Server, Vulkan: 1.0.2, 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
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10

OS: Ubuntu 21.10, Kernel: 5.13.0-16-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, 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-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)
Python Notes: Python 3.9.7
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10 + Linux 5.15

OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc5daily20211011-generic (x86_64) 20211010, Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080

Ubuntu 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelVulkanCompilerFile-SystemScreen ResolutionDisplay ServerDesktopUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse64GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/MatisseVE2282 x Intel 10G X550TUbuntu 20.045.4.0-88-generic (x86_64)1.0.2GCC 9.3.0ext41920x1080Ubuntu 21.045.11.0-37-generic (x86_64)X ServerGCC 10.3.0Ubuntu 21.105.13.0-16-generic (x86_64)GNOME Shell 40.51.1.182GCC 11.2.05.15.0-051500rc5daily20211011-generic (x86_64) 20211010OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 20.04 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 - 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 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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 21.10 + Linux 5.15: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Ubuntu 20.04 LTS: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001114- Ubuntu 21.04: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114- Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114- Ubuntu 21.10 + Linux 5.15: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Java Details- Ubuntu 20.04 LTS: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)- Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)- Ubuntu 21.10: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)- Ubuntu 21.10 + Linux 5.15: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)Python Details- Ubuntu 20.04 LTS: Python 3.8.10- Ubuntu 21.04: Python 3.9.5- Ubuntu 21.10: Python 3.9.7- Ubuntu 21.10 + Linux 5.15: Python 3.9.7Security 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Result OverviewPhoronix Test Suite100%108%116%124%LeelaChessZeroMariaDBRedisVP9 libvpx EncodingTimed LLVM CompilationTimed Linux Kernel CompilationTimed Godot Game Engine CompilationTimed Node.js CompilationStress-NGApache CassandraMobile Neural NetworkSVT-VP9JPEG XL libjxlNCNNlibavif avifencSVT-HEVCRodiniaPlaidMLStockfishNAS Parallel BenchmarksIntel Open Image DenoiseXcompact3d Incompact3dsimdjsonChaos Group V-RAYAOM AV1OpenFOAMASTC EncoderONNX Runtime7-Zip CompressionOSPrayAppleseedNatronLuxCoreRenderXmrigBlenderSysbenchNAMD

Ubuntu 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan Benchmarkslczero: BLASmnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: squeezenetv1.1build-llvm: Unix Makefilesmysqlslap: 512jpegxl: PNG - 8openfoam: Motorbike 60Mbuild-llvm: Ninjablender: Barbershop - CPU-Onlyplaidml: No - Inference - ResNet 50 - CPUbuild-nodejs: Time To Compilecassandra: Writesonnx: fcn-resnet101-11 - OpenMP CPUplaidml: No - Inference - VGG19 - CPUappleseed: Material Testersysbench: CPUplaidml: No - Inference - VGG16 - CPUvpxenc: Speed 0 - Bosphorus 4Kv-ray: CPUstockfish: Total Timesimdjson: DistinctUserIDluxcorerender: Orange Juice - CPUluxcorerender: Danish Mood - CPUluxcorerender: LuxCore Benchmark - CPUncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - resnet50ncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetluxcorerender: DLSC - CPUredis: SETbuild-godot: Time To Compilesimdjson: Kostyaxmrig: Monero - 1Mxmrig: Wownero - 1Msimdjson: LargeRandnamd: ATPase Simulation - 327,506 Atomsrodinia: OpenMP Leukocyteavifenc: 0build-linux-kernel: Time To Compilenpb: SP.Cvpxenc: Speed 5 - Bosphorus 4Koidn: RT.ldr_alb_nrm.3840x2160compress-7zip: Compress Speed Testopenfoam: Motorbike 30Mincompact3d: input.i3d 193 Cells Per Directionstress-ng: CPU Stressstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Socket Activityavifenc: 6, Losslessastcenc: Exhaustivenpb: IS.Dospray: San Miguel - SciVisnpb: LU.Cnatron: Spaceshiprodinia: OpenMP Streamclusterjpegxl: PNG - 5aom-av1: Speed 9 Realtime - Bosphorus 4Knpb: FT.Csysbench: RAM / Memoryavifenc: 6ospray: NASA Streamlines - SciVissvt-vp9: VMAF Optimized - Bosphorus 1080pincompact3d: input.i3d 129 Cells Per Directionastcenc: Thoroughnpb: CG.Cnpb: SP.Bsvt-hevc: 7 - Bosphorus 1080pnpb: MG.Cavifenc: 10svt-hevc: 10 - Bosphorus 1080pUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1511013.8346.2114.724312.6505620.96243.43266.603228.6710.34171.82521068316723.28149.61541114401.7726.996.5127377718062664.797.033.643.9416.3116.5516.309.3026.717.255.335.8913.334.741771810.5663.4773.1818153.219031.11.080.7766848.54746.03940.41135978.0913.830.8317241625.1530.717269363169.41102782.01127389.2115654.8829.11924.20631782.0337.0481482.775.06.70867.1445.6941384.7410190.979.76050.53415.516.748547086.822724987.1563676.15271.4350231.273.311517.7714424.0186.5294.771278.3836600.94242.99238.515227.9810.21157.05722950717122.47146.602235114490.1126.536.9427781753163264.787.033.674.0315.4316.3316.078.9126.247.025.195.7213.124.762070185.3857.8983.1418245.219125.81.060.7760849.57946.22635.65935627.7116.150.8617115225.1530.294340166584.16103521.20127352.2814625.6929.03124.08341790.3137.5181382.285.16.29272.7847.1343707.6610283.1910.05150436.866.851418216.718125140.1063522.54279.4950207.133.677545.9614573.8376.2494.726274.2647030.96243.11235.750229.1410.10153.71423031816722.20147.897295114579.7627.137.4627825756310714.937.053.613.9414.9416.1716.439.2625.517.075.135.7313.594.742148023.0256.3603.2118217.519059.61.110.7772544.60145.12036.73135556.4417.510.8617211724.2230.385141469408.59102691.89142582.1214982.1128.86024.06081993.8337.5182765.185.16.55872.0046.8042915.0310278.239.72250.53446.626.908100136.567724114.1163598.14281.4850332.643.497553.0213403.6045.9624.441275.4926470.98239.68234.950227.9410.29153.04423155417123.92147.981773114562.0328.997.4228305753043694.947.093.693.9914.5015.6915.458.7424.706.815.015.6112.844.772195897.7956.0813.2118333.419138.51.110.7773044.35445.07336.46636599.6016.970.8517516524.2129.894420069941.34105285.85142690.5519318.7728.35824.04572013.1137.5184921.355.16.69574.9246.7343590.5710249.849.41852.11444.466.557199796.545025960.1165350.97283.5152547.883.197556.42OpenBenchmarking.org

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1530060090012001500SE +/- 11.79, N = 3SE +/- 8.33, N = 3SE +/- 12.03, N = 3SE +/- 14.18, N = 911011442145713401. (CXX) g++ options: -flto -pthread

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.90411.80822.71233.61644.5205SE +/- 0.051, N = 3SE +/- 0.022, N = 15SE +/- 0.032, N = 15SE +/- 0.032, N = 143.8344.0183.8373.604MIN: 3.66 / MAX: 4.12MIN: 3.82 / MAX: 4.55MIN: 3.58 / MAX: 4.5MIN: 3.38 / MAX: 7.241. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.046, N = 3SE +/- 0.048, N = 15SE +/- 0.054, N = 15SE +/- 0.044, N = 146.2116.5296.2495.962MIN: 5.89 / MAX: 6.94MIN: 6.09 / MAX: 7.56MIN: 5.67 / MAX: 11.64MIN: 5.6 / MAX: 9.221. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.07352.1473.22054.2945.3675SE +/- 0.038, N = 3SE +/- 0.050, N = 15SE +/- 0.054, N = 15SE +/- 0.054, N = 144.7244.7714.7264.441MIN: 4.5 / MAX: 5.27MIN: 4.19 / MAX: 5.5MIN: 4.13 / MAX: 8.49MIN: 3.94 / MAX: 7.881. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1570140210280350SE +/- 4.09, N = 3SE +/- 1.43, N = 3SE +/- 3.77, N = 3SE +/- 2.61, N = 6312.65278.38274.26275.49

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.6.4Clients: 512Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15150300450600750SE +/- 1.28, N = 3SE +/- 2.61, N = 3SE +/- 1.91, N = 3SE +/- 6.28, N = 3562660703647-pthread-pthread1. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 8Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.960.940.960.98-pthread-pthread1. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1550100150200250SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.49, N = 3SE +/- 0.24, N = 3243.43242.99243.11239.681. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1560120180240300SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.32, N = 3266.60238.52235.75234.95

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1550100150200250SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.51, N = 3SE +/- 0.53, N = 3228.67227.98229.14227.94

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 310.3410.2110.1010.29

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.154080120160200SE +/- 0.30, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3171.83157.06153.71153.04

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 4.0Test: WritesUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1550K100K150K200K250KSE +/- 998.71, N = 3SE +/- 1033.60, N = 3SE +/- 927.98, N = 3SE +/- 1062.06, N = 3210683229507230318231554

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.154080120160200SE +/- 0.50, N = 3SE +/- 2.02, N = 3SE +/- 0.60, N = 3SE +/- 1.00, N = 31671711671711. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 323.2822.4722.2023.92

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15306090120150149.62146.60147.90147.98

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KSE +/- 2.43, N = 3SE +/- 20.32, N = 3SE +/- 5.29, N = 3SE +/- 6.02, N = 3114401.77114490.11114579.76114562.03-pthread-pthread1. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 326.9926.5327.1328.99

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 36.516.947.467.421. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

Chaos Group V-RAY

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

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.156K12K18K24K30KSE +/- 206.68, N = 3SE +/- 317.32, N = 4SE +/- 357.24, N = 3SE +/- 262.43, N = 327377277812782528305

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1516M32M48M64M80MSE +/- 226764.09, N = 3SE +/- 461786.73, N = 15SE +/- 716479.64, N = 3SE +/- 552677.79, N = 1571806266753163267563107175304369-mbmi2-mbmi2-mbmi21. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.11152.2233.33454.4465.5575SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.794.784.934.94-pthread-pthread1. (CXX) g++ options: -O3

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.037.037.057.09MIN: 6.22 / MAX: 7.4MIN: 6.25 / MAX: 7.39MIN: 6.32 / MAX: 7.44MIN: 6.35 / MAX: 7.47

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.83031.66062.49093.32124.1515SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 33.643.673.613.69MIN: 1.35 / MAX: 4.26MIN: 1.38 / MAX: 4.29MIN: 1.38 / MAX: 4.2MIN: 1.43 / MAX: 4.3

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.90681.81362.72043.62724.534SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.944.033.943.99MIN: 1.47 / MAX: 4.62MIN: 1.51 / MAX: 4.68MIN: 1.48 / MAX: 4.61MIN: 1.52 / MAX: 4.63

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 316.3115.4314.9414.50-pthread - MIN: 16.17 / MAX: 18.83-pthread - MIN: 15.28 / MAX: 17.87MIN: 14.42 / MAX: 114.45MIN: 14.35 / MAX: 17.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 316.5516.3316.1715.69-pthread - MIN: 16.09 / MAX: 18.49-pthread - MIN: 16.02 / MAX: 17.24MIN: 15.43 / MAX: 158.11MIN: 15.28 / MAX: 19.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 316.3016.0716.4315.45-pthread - MIN: 16.02 / MAX: 18.19-pthread - MIN: 15.82 / MAX: 18.83MIN: 15.63 / MAX: 176.4MIN: 14.99 / MAX: 19.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 39.308.919.268.74-pthread - MIN: 9.05 / MAX: 10.67-pthread - MIN: 8.62 / MAX: 10.75MIN: 8.7 / MAX: 58.92MIN: 8.38 / MAX: 10.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.57, N = 326.7126.2425.5124.70-pthread - MIN: 26.25 / MAX: 28.9-pthread - MIN: 25.85 / MAX: 59.93MIN: 24.52 / MAX: 94.79MIN: 23.74 / MAX: 37.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 37.257.027.076.81-pthread - MIN: 7.11 / MAX: 9.7-pthread - MIN: 6.94 / MAX: 7.29MIN: 6.84 / MAX: 61.76MIN: 6.74 / MAX: 10.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.19932.39863.59794.79725.9965SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 35.335.195.135.01-pthread - MIN: 5.27 / MAX: 7.62-pthread - MIN: 5.1 / MAX: 7.63MIN: 5 / MAX: 20.79MIN: 4.91 / MAX: 15.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.32532.65063.97595.30126.6265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.895.725.735.61-pthread - MIN: 5.75 / MAX: 8.25-pthread - MIN: 5.58 / MAX: 6.05MIN: 5.52 / MAX: 15.08MIN: 5.46 / MAX: 9.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 313.3313.1213.5912.84-pthread - MIN: 13.05 / MAX: 15.05-pthread - MIN: 12.84 / MAX: 15.23MIN: 12.98 / MAX: 71.45MIN: 12.4 / MAX: 14.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.07332.14663.21994.29325.3665SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.744.764.744.77MIN: 4.55 / MAX: 5.03MIN: 4.64 / MAX: 5.03MIN: 4.6 / MAX: 5.11MIN: 4.56 / MAX: 5.2

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15500K1000K1500K2000K2500KSE +/- 21556.91, N = 4SE +/- 27973.62, N = 15SE +/- 45756.31, N = 15SE +/- 39012.54, N = 151771810.562070185.382148023.022195897.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151428425670SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 363.4857.9056.3656.08

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.72231.44462.16692.88923.6115SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.183.143.213.21-pthread-pthread1. (CXX) g++ options: -O3

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.154K8K12K16K20KSE +/- 32.46, N = 3SE +/- 22.27, N = 3SE +/- 22.84, N = 3SE +/- 44.27, N = 318153.218245.218217.518333.41. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.154K8K12K16K20KSE +/- 5.70, N = 3SE +/- 11.01, N = 3SE +/- 14.16, N = 3SE +/- 6.03, N = 319031.119125.819059.619138.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.081.061.111.11-pthread-pthread1. (CXX) g++ options: -O3

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.17490.34980.52470.69960.8745SE +/- 0.00057, N = 3SE +/- 0.00019, N = 3SE +/- 0.00109, N = 3SE +/- 0.00218, N = 30.776680.776080.777250.77730

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151122334455SE +/- 0.17, N = 3SE +/- 0.30, N = 3SE +/- 0.11, N = 3SE +/- 0.22, N = 348.5549.5844.6044.351. (CXX) g++ options: -O2 -lOpenCL

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: 0Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151020304050SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 346.0446.2345.1245.071. (CXX) g++ options: -O3 -fPIC -lm

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 5.14Time To CompileUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15918273645SE +/- 0.44, N = 5SE +/- 0.40, N = 3SE +/- 0.38, N = 3SE +/- 0.44, N = 340.4135.6636.7336.47

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: SP.CUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.158K16K24K32K40KSE +/- 81.55, N = 3SE +/- 62.61, N = 3SE +/- 27.26, N = 3SE +/- 24.90, N = 335978.0935627.7135556.4436599.60-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1548121620SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 313.8316.1517.5116.971. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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 1.4.0Run: RT.ldr_alb_nrm.3840x2160Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.19350.3870.58050.7740.9675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.830.860.860.85

7-Zip Compression

This is a test of 7-Zip using p7zip with its integrated benchmark feature or upstream 7-Zip for the Windows x64 build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1540K80K120K160K200KSE +/- 686.96, N = 3SE +/- 539.21, N = 3SE +/- 363.33, N = 3SE +/- 240.00, N = 31724161711521721171751651. (CXX) g++ options: -pipe -lpthread

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 325.1525.1524.2224.211. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 330.7230.2930.3929.89-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU StressUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1515K30K45K60K75KSE +/- 124.09, N = 3SE +/- 73.09, N = 3SE +/- 64.21, N = 3SE +/- 15.37, N = 363169.4166584.1669408.5969941.341. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Matrix MathUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KSE +/- 92.57, N = 3SE +/- 17.49, N = 3SE +/- 452.67, N = 3SE +/- 87.63, N = 3102782.01103521.20102691.89105285.851. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Vector MathUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1530K60K90K120K150KSE +/- 12.36, N = 3SE +/- 13.25, N = 3SE +/- 12.72, N = 3SE +/- 16.18, N = 3127389.21127352.28142582.12142690.551. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: Socket ActivityUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.154K8K12K16K20KSE +/- 40.55, N = 3SE +/- 0.85, N = 3SE +/- 20.77, N = 3SE +/- 66.97, N = 315654.8814625.6914982.1119318.771. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

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: 6, LosslessUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15714212835SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 329.1229.0328.8628.361. (CXX) g++ options: -O3 -fPIC -lm

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 324.2124.0824.0624.051. (CXX) g++ options: -O3 -flto -pthread

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: IS.DUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15400800120016002000SE +/- 1.92, N = 3SE +/- 6.56, N = 3SE +/- 6.66, N = 3SE +/- 3.59, N = 31782.031790.311993.832013.11-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15918273645SE +/- 0.00, N = 3SE +/- 0.47, N = 3SE +/- 0.47, N = 3SE +/- 0.47, N = 337.0437.5137.5137.51MIN: 34.48 / MAX: 40MIN: 35.71 / MAX: 40MIN: 35.71 / MAX: 40MIN: 34.48 / MAX: 40

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1520K40K60K80K100KSE +/- 120.17, N = 3SE +/- 271.58, N = 3SE +/- 302.50, N = 3SE +/- 115.55, N = 381482.7781382.2882765.1884921.35-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

Natron

Natron is an open-source, cross-platform compositing software for visual effects (VFX) and motion graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151.14752.2953.44254.595.7375SE +/- 0.03, N = 3SE +/- 0.05, N = 5SE +/- 0.07, N = 3SE +/- 0.00, N = 35.05.15.15.1

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 StreamclusterUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.023, N = 3SE +/- 0.110, N = 15SE +/- 0.086, N = 15SE +/- 0.032, N = 36.7086.2926.5586.6951. (CXX) g++ options: -O2 -lOpenCL

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 5Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1520406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 367.1472.7872.0074.92-pthread-pthread1. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151122334455SE +/- 0.09, N = 3SE +/- 0.47, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 345.6947.1346.8046.73-lpthread-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

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: FT.CUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.159K18K27K36K45KSE +/- 49.05, N = 3SE +/- 94.87, N = 3SE +/- 131.14, N = 3SE +/- 29.98, N = 341384.7443707.6642915.0343590.57-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.152K4K6K8K10KSE +/- 1.94, N = 3SE +/- 19.16, N = 3SE +/- 12.34, N = 3SE +/- 29.24, N = 310190.9710283.1910278.2310249.84-pthread-pthread1. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.153691215SE +/- 0.047, N = 3SE +/- 0.063, N = 3SE +/- 0.018, N = 3SE +/- 0.024, N = 39.76010.0519.7229.4181. (CXX) g++ options: -O3 -fPIC -lm

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.151224364860SE +/- 0.53, N = 5SE +/- 0.53, N = 5SE +/- 0.53, N = 550.5350.0050.5352.11MIN: 47.62 / MAX: 52.63MIN: 47.62 / MAX: 52.63MIN: 35.71 / MAX: 52.63MIN: 47.62 / MAX: 52.63

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15100200300400500SE +/- 3.12, N = 14SE +/- 3.59, N = 14SE +/- 3.38, N = 13SE +/- 5.09, N = 14415.51436.86446.62444.461. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 129 Cells Per DirectionUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.02637687, N = 3SE +/- 0.07087910, N = 5SE +/- 0.02220467, N = 3SE +/- 0.05267586, N = 36.748547086.851418216.908100136.55719979-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15246810SE +/- 0.0388, N = 3SE +/- 0.0094, N = 3SE +/- 0.0094, N = 3SE +/- 0.0028, N = 36.82276.71816.56776.54501. (CXX) g++ options: -O3 -flto -pthread

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: CG.CUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.156K12K18K24K30KSE +/- 127.06, N = 3SE +/- 24.29, N = 3SE +/- 158.46, N = 3SE +/- 235.98, N = 324987.1525140.1024114.1125960.11-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1514K28K42K56K70KSE +/- 174.33, N = 3SE +/- 199.94, N = 3SE +/- 123.88, N = 3SE +/- 150.74, N = 363676.1563522.5463598.1465350.97-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1560120180240300SE +/- 3.68, N = 3SE +/- 2.36, N = 8SE +/- 3.36, N = 4SE +/- 2.41, N = 8271.43279.49281.48283.511. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: MG.CUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1511K22K33K44K55KSE +/- 19.57, N = 3SE +/- 67.20, N = 3SE +/- 39.41, N = 3SE +/- 55.76, N = 350231.2750207.1350332.6452547.88-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 20.04 LTS: Open MPI 4.0.33. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.0

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: 10Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.150.82731.65462.48193.30924.1365SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.008, N = 33.3113.6773.4973.1971. (CXX) g++ options: -O3 -fPIC -lm

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 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15120240360480600SE +/- 4.50, N = 3SE +/- 1.52, N = 3SE +/- 2.56, N = 3SE +/- 0.62, N = 3517.77545.96553.02556.421. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Ubuntu 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan BenchmarksUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.152040608010093.7196.0297.2099.04

Ubuntu 20.04 LTS

Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Ubuntu 20.04, Kernel: 5.4.0-88-generic (x86_64), Vulkan: 1.0.2, 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
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)
Python Notes: Python 3.8.10
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 13 October 2021 11:01 by user phoronix.

Ubuntu 21.04

Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Ubuntu 21.04, Kernel: 5.11.0-37-generic (x86_64), Display Server: X Server, Vulkan: 1.0.2, 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
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 12 October 2021 06:52 by user phoronix.

Ubuntu 21.10

Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Ubuntu 21.10, Kernel: 5.13.0-16-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, 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-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)
Python Notes: Python 3.9.7
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 10 October 2021 20:29 by user phoronix.

Ubuntu 21.10 + Linux 5.15

Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T

OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc5daily20211011-generic (x86_64) 20211010, Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, 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-cet --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-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114
Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)
Python Notes: Python 3.9.7
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 11 October 2021 13:34 by user phoronix.