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.

HTML result view exported from: https://openbenchmarking.org/result/2110138-TJ-UBUNTUMIL38&sgm=1.

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 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan Benchmarksnpb: CG.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnpb: SP.Clczero: BLASrodinia: OpenMP Leukocyterodinia: OpenMP Streamclusternamd: ATPase Simulation - 327,506 Atomsincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionopenfoam: Motorbike 30Mopenfoam: Motorbike 60Msimdjson: Kostyasimdjson: LargeRandsimdjson: DistinctUserIDxmrig: Monero - 1Mxmrig: Wownero - 1Mjpegxl: PNG - 5jpegxl: PNG - 8luxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUospray: San Miguel - SciVisospray: NASA Streamlines - SciVisaom-av1: Speed 9 Realtime - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080pvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Koidn: RT.ldr_alb_nrm.3840x2160compress-7zip: Compress Speed Teststockfish: Total Timeavifenc: 0avifenc: 6avifenc: 10avifenc: 6, Losslessbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilemysqlslap: 512astcenc: Thoroughastcenc: Exhaustiveredis: SETstress-ng: CPU Stressstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Socket Activitymnn: squeezenetv1.1mnn: SqueezeNetV1.0mnn: MobileNetV2_224ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - resnet50ncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUsysbench: RAM / Memorysysbench: CPUcassandra: Writesblender: Barbershop - CPU-Onlyonnx: fcn-resnet101-11 - OpenMP CPUnatron: Spaceshipappleseed: Material Testerv-ray: CPUUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1524987.1541384.741782.0381482.7750231.2763676.1535978.09110148.5476.7080.776686.7485470830.717269325.15243.433.181.084.7918153.219031.167.140.964.743.647.033.9437.0450.5345.69271.43517.77415.516.5113.830.831724167180626646.0399.7603.31129.11963.47740.411266.603312.650171.8255626.822724.20631771810.5663169.41102782.01127389.2115654.884.7246.2113.83413.335.895.337.2526.719.3016.3016.5516.3126.9923.2810.3410190.97114401.77210683228.671675.0149.615412737725140.1043707.661790.3181382.2850207.1363522.5435627.71144249.5796.2920.776086.8514182130.294340125.15242.993.141.064.7818245.219125.872.780.944.763.677.034.0337.515047.13279.49545.96436.866.9416.150.861711527531632646.22610.0513.67729.03157.89835.659238.515278.383157.0576606.718124.08342070185.3866584.16103521.20127352.2814625.694.7716.5294.01813.125.725.197.0226.248.9116.0716.3315.4326.5322.4710.2110283.19114490.11229507227.981715.1146.6022352778124114.1142915.031993.8382765.1850332.6463598.1435556.44145744.6016.5580.777256.9081001330.385141424.22243.113.211.114.9318217.519059.672.000.964.743.617.053.9437.5150.5346.80281.48553.02446.627.4617.510.861721177563107145.1209.7223.49728.86056.36036.731235.750274.264153.7147036.567724.06082148023.0269408.59102691.89142582.1214982.114.7266.2493.83713.595.735.137.0725.519.2616.4316.1714.9427.1322.2010.1010278.23114579.76230318229.141675.1147.8972952782525960.1143590.572013.1184921.3552547.8865350.9736599.60134044.3546.6950.777306.5571997929.894420024.21239.683.211.114.9418333.419138.574.920.984.773.697.093.9937.5152.1146.73283.51556.42444.467.4216.970.851751657530436945.0739.4183.19728.35856.08136.466234.950275.492153.0446476.545024.04572195897.7969941.34105285.85142690.5519318.774.4415.9623.60412.845.615.016.8124.708.7415.4515.6914.5028.9923.9210.2910249.84114562.03231554227.941715.1147.98177328305OpenBenchmarking.org

NAS Parallel Benchmarks

Test / Class: CG.C

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

NAS Parallel Benchmarks

Test / Class: FT.C

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

NAS Parallel Benchmarks

Test / Class: IS.D

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

NAS Parallel Benchmarks

Test / Class: LU.C

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

NAS Parallel Benchmarks

Test / Class: MG.C

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

NAS Parallel Benchmarks

Test / Class: SP.B

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

NAS Parallel Benchmarks

Test / Class: SP.C

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

LeelaChessZero

Backend: BLAS

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

Rodinia

Test: OpenMP Leukocyte

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

Rodinia

Test: OpenMP Streamcluster

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

NAMD

ATPase Simulation - 327,506 Atoms

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

Xcompact3d Incompact3d

Input: input.i3d 129 Cells Per Direction

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

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

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

OpenFOAM

Input: Motorbike 30M

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

OpenFOAM

Input: Motorbike 60M

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

simdjson

Throughput Test: Kostya

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

simdjson

Throughput Test: LargeRandom

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

simdjson

Throughput Test: DistinctUserID

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

Xmrig

Variant: Monero - Hash Count: 1M

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

Xmrig

Variant: Wownero - Hash Count: 1M

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

JPEG XL libjxl

Input: PNG - Encode Speed: 5

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

JPEG XL libjxl

Input: PNG - Encode Speed: 8

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

LuxCoreRender

Scene: DLSC - Acceleration: CPU

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

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

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

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

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

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

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

OSPray

Demo: San Miguel - Renderer: SciVis

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

OSPray

Demo: NASA Streamlines - Renderer: SciVis

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

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

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

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

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

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

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

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

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

VP9 libvpx Encoding

Speed: Speed 0 - Input: Bosphorus 4K

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

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

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

Run: RT.ldr_alb_nrm.3840x2160

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

Compress Speed Test

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

Stockfish

Total Time

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

libavif avifenc

Encoder Speed: 0

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

libavif avifenc

Encoder Speed: 6

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

libavif avifenc

Encoder Speed: 10

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

libavif avifenc

Encoder Speed: 6, Lossless

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

Timed Godot Game Engine Compilation

Time To Compile

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

Timed Linux Kernel Compilation

Time To Compile

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

Timed LLVM Compilation

Build System: Ninja

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

Timed LLVM Compilation

Build System: Unix Makefiles

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

Timed Node.js Compilation

Time To Compile

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

MariaDB

Clients: 512

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

ASTC Encoder

Preset: Thorough

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

ASTC Encoder

Preset: Exhaustive

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

Redis

Test: SET

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

Stress-NG

Test: CPU Stress

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

Stress-NG

Test: Matrix Math

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

Stress-NG

Test: Vector Math

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

Stress-NG

Test: Socket Activity

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

Mobile Neural Network

Model: squeezenetv1.1

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

Mobile Neural Network

Model: SqueezeNetV1.0

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

Mobile Neural Network

Model: MobileNetV2_224

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

NCNN

Target: CPU - Model: mobilenet

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

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

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

NCNN

Target: CPU - Model: mnasnet

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

NCNN

Target: CPU - Model: efficientnet-b0

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

NCNN

Target: CPU - Model: vgg16

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

NCNN

Target: CPU - Model: resnet18

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

NCNN

Target: CPU - Model: resnet50

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

NCNN

Target: CPU - Model: squeezenet_ssd

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

NCNN

Target: CPU - Model: regnety_400m

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

PlaidML

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

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

PlaidML

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

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

PlaidML

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

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

Sysbench

Test: RAM / Memory

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

Sysbench

Test: CPU

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

Apache Cassandra

Test: Writes

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

Blender

Blend File: Barbershop - Compute: CPU-Only

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

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

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

Natron

Input: Spaceship

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

Appleseed

Scene: Material Tester

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

Chaos Group V-RAY

Mode: CPU

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

Geometric Mean Of All Test Results

Result Composite - Ubuntu 21.04 LTS To Ubuntu 21.10 AMD EPYC Milan Benchmarks

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


Phoronix Test Suite v10.8.5