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&sor&grw.

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 Benchmarksstress-ng: CPU Stressstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Socket Activityastcenc: Thoroughastcenc: Exhaustivejpegxl: PNG - 5jpegxl: PNG - 8xmrig: Monero - 1Mxmrig: Wownero - 1Mplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUlczero: BLASmnn: squeezenetv1.1mnn: SqueezeNetV1.0mnn: MobileNetV2_224onnx: fcn-resnet101-11 - OpenMP CPUncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - resnet50ncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mnpb: CG.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnpb: SP.Crodinia: OpenMP Leukocyterodinia: OpenMP Streamclusternamd: ATPase Simulation - 327,506 Atomsopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionstockfish: Total Timecompress-7zip: Compress Speed Testbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-linux-kernel: Time To Compilesysbench: RAM / Memorysysbench: CPUaom-av1: Speed 9 Realtime - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 1080pv-ray: CPUsvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080pblender: Barbershop - CPU-Onlyavifenc: 0avifenc: 6avifenc: 10avifenc: 6, Losslessbuild-godot: Time To Compileoidn: RT.ldr_alb_nrm.3840x2160natron: Spaceshipluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUospray: San Miguel - SciVisospray: NASA Streamlines - SciVisappleseed: Material Testerbuild-nodejs: Time To Compileredis: SETcassandra: Writesmysqlslap: 512simdjson: Kostyasimdjson: LargeRandsimdjson: DistinctUserIDUbuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.1563169.41102782.01127389.2115654.886.822724.206367.140.9618153.219031.126.9923.2810.3411014.7246.2113.83416713.335.895.337.2526.719.3016.3016.5516.3124987.1541384.741782.0381482.7750231.2763676.1535978.0948.5476.7080.7766825.15243.436.7485470830.717269371806266172416266.603312.65040.41110190.97114401.7745.696.5113.83415.5127377271.43517.77228.6746.0399.7603.31129.11963.4770.835.04.743.647.033.9437.0450.53149.61541171.8251771810.562106835623.181.084.7966584.16103521.20127352.2814625.696.718124.083472.780.9418245.219125.826.5322.4710.2114424.7716.5294.01817113.125.725.197.0226.248.9116.0716.3315.4325140.1043707.661790.3181382.2850207.1363522.5435627.7149.5796.2920.7760825.15242.996.8514182130.294340175316326171152238.515278.38335.65910283.19114490.1147.136.9416.15436.8627781279.49545.96227.9846.22610.0513.67729.03157.8980.865.14.763.677.034.0337.5150146.602235157.0572070185.382295076603.141.064.7869408.59102691.89142582.1214982.116.567724.060872.000.9618217.519059.627.1322.2010.1014574.7266.2493.83716713.595.735.137.0725.519.2616.4316.1714.9424114.1142915.031993.8382765.1850332.6463598.1435556.4444.6016.5580.7772524.22243.116.9081001330.385141475631071172117235.750274.26436.73110278.23114579.7646.807.4617.51446.6227825281.48553.02229.1445.1209.7223.49728.86056.3600.865.14.743.617.053.9437.5150.53147.897295153.7142148023.022303187033.211.114.9369941.34105285.85142690.5519318.776.545024.045774.920.9818333.419138.528.9923.9210.2913404.4415.9623.60417112.845.615.016.8124.708.7415.4515.6914.5025960.1143590.572013.1184921.3552547.8865350.9736599.6044.3546.6950.7773024.21239.686.5571997929.894420075304369175165234.950275.49236.46610249.84114562.0346.737.4216.97444.4628305283.51556.42227.9445.0739.4183.19728.35856.0810.855.14.773.697.093.9937.5152.11147.981773153.0442195897.792315546473.211.114.94OpenBenchmarking.org

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.13.02Test: CPU StressUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS15K30K45K60K75KSE +/- 15.37, N = 3SE +/- 64.21, N = 3SE +/- 73.09, N = 3SE +/- 124.09, N = 369941.3469408.5966584.1663169.411. (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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.1020K40K60K80K100KSE +/- 87.63, N = 3SE +/- 17.49, N = 3SE +/- 92.57, N = 3SE +/- 452.67, N = 3105285.85103521.20102782.01102691.891. (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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.0430K60K90K120K150KSE +/- 16.18, N = 3SE +/- 12.72, N = 3SE +/- 12.36, N = 3SE +/- 13.25, N = 3142690.55142582.12127389.21127352.281. (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 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.044K8K12K16K20KSE +/- 66.97, N = 3SE +/- 40.55, N = 3SE +/- 20.77, N = 3SE +/- 0.85, N = 319318.7715654.8814982.1114625.691. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -pthread -lc -latomic

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS246810SE +/- 0.0028, N = 3SE +/- 0.0094, N = 3SE +/- 0.0094, N = 3SE +/- 0.0388, N = 36.54506.56776.71816.82271. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 324.0524.0624.0824.211. (CXX) g++ options: -O3 -flto -pthread

JPEG XL libjxl

Input: PNG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.5Input: PNG - Encode Speed: 5Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS20406080100SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 374.9272.7872.0067.14-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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.040.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.980.960.960.94-pthread-pthread1. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS4K8K12K16K20KSE +/- 44.27, N = 3SE +/- 22.27, N = 3SE +/- 22.84, N = 3SE +/- 32.46, N = 318333.418245.218217.518153.21. (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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS4K8K12K16K20KSE +/- 6.03, N = 3SE +/- 11.01, N = 3SE +/- 14.16, N = 3SE +/- 5.70, N = 319138.519125.819059.619031.11. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.04714212835SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 328.9927.1326.9926.53

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10612182430SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 323.9223.2822.4722.20

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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.103691215SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 310.3410.2910.2110.10

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10Ubuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS30060090012001500SE +/- 12.03, N = 3SE +/- 8.33, N = 3SE +/- 14.18, N = 9SE +/- 11.79, N = 314571442134011011. (CXX) g++ options: -flto -pthread

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.041.07352.1473.22054.2945.3675SE +/- 0.054, N = 14SE +/- 0.038, N = 3SE +/- 0.054, N = 15SE +/- 0.050, N = 154.4414.7244.7264.771MIN: 3.94 / MAX: 7.88MIN: 4.5 / MAX: 5.27MIN: 4.13 / MAX: 8.49MIN: 4.19 / MAX: 5.51. (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 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.04246810SE +/- 0.044, N = 14SE +/- 0.046, N = 3SE +/- 0.054, N = 15SE +/- 0.048, N = 155.9626.2116.2496.529MIN: 5.6 / MAX: 9.22MIN: 5.89 / MAX: 6.94MIN: 5.67 / MAX: 11.64MIN: 6.09 / MAX: 7.561. (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 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.040.90411.80822.71233.61644.5205SE +/- 0.032, N = 14SE +/- 0.051, N = 3SE +/- 0.032, N = 15SE +/- 0.022, N = 153.6043.8343.8374.018MIN: 3.38 / MAX: 7.24MIN: 3.66 / MAX: 4.12MIN: 3.58 / MAX: 4.5MIN: 3.82 / MAX: 4.551. (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

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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS4080120160200SE +/- 1.00, N = 3SE +/- 2.02, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 31711711671671. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.103691215SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 312.8413.1213.3313.59MIN: 12.4 / MAX: 14.89-pthread - MIN: 12.84 / MAX: 15.23-pthread - MIN: 13.05 / MAX: 15.05MIN: 12.98 / MAX: 71.451. (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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS1.32532.65063.97595.30126.6265SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 35.615.725.735.89MIN: 5.46 / MAX: 9.47-pthread - MIN: 5.58 / MAX: 6.05MIN: 5.52 / MAX: 15.08-pthread - MIN: 5.75 / MAX: 8.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS1.19932.39863.59794.79725.9965SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 35.015.135.195.33MIN: 4.91 / MAX: 15.1MIN: 5 / MAX: 20.79-pthread - MIN: 5.1 / MAX: 7.63-pthread - MIN: 5.27 / MAX: 7.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 36.817.027.077.25MIN: 6.74 / MAX: 10.45-pthread - MIN: 6.94 / MAX: 7.29MIN: 6.84 / MAX: 61.76-pthread - MIN: 7.11 / MAX: 9.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS612182430SE +/- 0.57, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 324.7025.5126.2426.71MIN: 23.74 / MAX: 37.55MIN: 24.52 / MAX: 94.79-pthread - MIN: 25.85 / MAX: 59.93-pthread - MIN: 26.25 / MAX: 28.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS3691215SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 38.748.919.269.30MIN: 8.38 / MAX: 10.87-pthread - MIN: 8.62 / MAX: 10.75MIN: 8.7 / MAX: 58.92-pthread - MIN: 9.05 / MAX: 10.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.1048121620SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.31, N = 315.4516.0716.3016.43MIN: 14.99 / MAX: 19.35-pthread - MIN: 15.82 / MAX: 18.83-pthread - MIN: 16.02 / MAX: 18.19MIN: 15.63 / MAX: 176.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS48121620SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 315.6916.1716.3316.55MIN: 15.28 / MAX: 19.14MIN: 15.43 / MAX: 158.11-pthread - MIN: 16.02 / MAX: 17.24-pthread - MIN: 16.09 / MAX: 18.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS48121620SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 314.5014.9415.4316.31MIN: 14.35 / MAX: 17.97MIN: 14.42 / MAX: 114.45-pthread - MIN: 15.28 / MAX: 17.87-pthread - MIN: 16.17 / MAX: 18.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.106K12K18K24K30KSE +/- 235.98, N = 3SE +/- 24.29, N = 3SE +/- 127.06, N = 3SE +/- 158.46, N = 325960.1125140.1024987.1524114.11-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 21.04: Open MPI 4.1.04. Ubuntu 20.04 LTS: Open MPI 4.0.35. Ubuntu 21.10: 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 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTS9K18K27K36K45KSE +/- 94.87, N = 3SE +/- 29.98, N = 3SE +/- 131.14, N = 3SE +/- 49.05, N = 343707.6643590.5742915.0341384.74-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 -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.04: Open MPI 4.1.03. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.04. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 20.04 LTS: Open MPI 4.0.3

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS400800120016002000SE +/- 3.59, N = 3SE +/- 6.66, N = 3SE +/- 6.56, N = 3SE +/- 1.92, N = 32013.111993.831790.311782.03-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz-pthread1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 21.10: Open MPI 4.1.04. Ubuntu 21.04: Open MPI 4.1.05. Ubuntu 20.04 LTS: Open MPI 4.0.3

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.0420K40K60K80K100KSE +/- 115.55, N = 3SE +/- 302.50, N = 3SE +/- 120.17, N = 3SE +/- 271.58, N = 384921.3582765.1881482.7781382.28-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 21.10: Open MPI 4.1.04. Ubuntu 20.04 LTS: Open MPI 4.0.35. Ubuntu 21.04: 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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.0411K22K33K44K55KSE +/- 55.76, N = 3SE +/- 39.41, N = 3SE +/- 19.57, N = 3SE +/- 67.20, N = 352547.8850332.6450231.2750207.13-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 21.10: Open MPI 4.1.04. Ubuntu 20.04 LTS: Open MPI 4.0.35. Ubuntu 21.04: 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 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.0414K28K42K56K70KSE +/- 150.74, N = 3SE +/- 174.33, N = 3SE +/- 123.88, N = 3SE +/- 199.94, N = 365350.9763676.1563598.1463522.54-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 20.04 LTS: Open MPI 4.0.34. Ubuntu 21.10: Open MPI 4.1.05. Ubuntu 21.04: 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 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.108K16K24K32K40KSE +/- 24.90, N = 3SE +/- 81.55, N = 3SE +/- 62.61, N = 3SE +/- 27.26, N = 336599.6035978.0935627.7135556.44-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-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 -lz1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 21.10 + Linux 5.15: Open MPI 4.1.03. Ubuntu 20.04 LTS: Open MPI 4.0.34. Ubuntu 21.04: Open MPI 4.1.05. Ubuntu 21.10: Open MPI 4.1.0

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.041122334455SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.30, N = 344.3544.6048.5549.581. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS246810SE +/- 0.110, N = 15SE +/- 0.086, N = 15SE +/- 0.032, N = 3SE +/- 0.023, N = 36.2926.5586.6956.7081. (CXX) g++ options: -O2 -lOpenCL

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.10 + Linux 5.150.17490.34980.52470.69960.8745SE +/- 0.00019, N = 3SE +/- 0.00057, N = 3SE +/- 0.00109, N = 3SE +/- 0.00218, N = 30.776080.776680.777250.77730

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.04612182430SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 324.2124.2225.1525.151. (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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS50100150200250SE +/- 0.24, N = 3SE +/- 0.38, N = 3SE +/- 0.49, N = 3SE +/- 0.17, N = 3239.68242.99243.11243.431. (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

Input: input.i3d 129 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.04Ubuntu 21.10246810SE +/- 0.05267586, N = 3SE +/- 0.02637687, N = 3SE +/- 0.07087910, N = 5SE +/- 0.02220467, N = 36.557199796.748547086.851418216.90810013-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-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 -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 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS714212835SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 329.8930.2930.3930.72-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-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-pthread1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10Ubuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS16M32M48M64M80MSE +/- 716479.64, N = 3SE +/- 461786.73, N = 15SE +/- 552677.79, N = 15SE +/- 226764.09, N = 375631071753163267530436971806266-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

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestUbuntu 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.0440K80K120K160K200KSE +/- 240.00, N = 3SE +/- 686.96, N = 3SE +/- 363.33, N = 3SE +/- 539.21, N = 31751651724161721171711521. (CXX) g++ options: -pipe -lpthread

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS60120180240300SE +/- 0.32, N = 3SE +/- 0.59, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3234.95235.75238.52266.60

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTS70140210280350SE +/- 3.77, N = 3SE +/- 2.61, N = 6SE +/- 1.43, N = 3SE +/- 4.09, N = 3274.26275.49278.38312.65

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTS918273645SE +/- 0.40, N = 3SE +/- 0.44, N = 3SE +/- 0.38, N = 3SE +/- 0.44, N = 535.6636.4736.7340.41

Sysbench

Test: RAM / Memory

OpenBenchmarking.orgMiB/sec, More Is BetterSysbench 1.0.20Test: RAM / MemoryUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS2K4K6K8K10KSE +/- 19.16, N = 3SE +/- 12.34, N = 3SE +/- 29.24, N = 3SE +/- 1.94, N = 310283.1910278.2310249.8410190.97-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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTS20K40K60K80K100KSE +/- 5.29, N = 3SE +/- 6.02, N = 3SE +/- 20.32, N = 3SE +/- 2.43, N = 3114579.76114562.03114490.11114401.77-pthread-pthread1. (CC) gcc options: -O2 -funroll-loops -rdynamic -ldl -laio -lm

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 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS1122334455SE +/- 0.47, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 347.1346.8046.7345.69-lpthread-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTS246810SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 37.467.426.946.511. (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 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTS48121620SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 317.5116.9716.1513.831. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTS100200300400500SE +/- 3.38, N = 13SE +/- 5.09, N = 14SE +/- 3.59, N = 14SE +/- 3.12, N = 14446.62444.46436.86415.511. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS6K12K18K24K30KSE +/- 262.43, N = 3SE +/- 357.24, N = 3SE +/- 317.32, N = 4SE +/- 206.68, N = 328305278252778127377

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS60120180240300SE +/- 2.41, N = 8SE +/- 3.36, N = 4SE +/- 2.36, N = 8SE +/- 3.68, N = 3283.51281.48279.49271.431. (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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS120240360480600SE +/- 0.62, N = 3SE +/- 2.56, N = 3SE +/- 1.52, N = 3SE +/- 4.50, N = 3556.42553.02545.96517.771. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.1050100150200250SE +/- 0.53, N = 3SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.51, N = 3227.94227.98228.67229.14

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 0Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.041020304050SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 345.0745.1246.0446.231. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.043691215SE +/- 0.024, N = 3SE +/- 0.018, N = 3SE +/- 0.047, N = 3SE +/- 0.063, N = 39.4189.7229.76010.0511. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTSUbuntu 21.10Ubuntu 21.040.82731.65462.48193.30924.1365SE +/- 0.008, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.010, N = 33.1973.3113.4973.6771. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS714212835SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 328.3628.8629.0329.121. (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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS1428425670SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 356.0856.3657.9063.48

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 21.10Ubuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS0.19350.3870.58050.7740.9675SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.860.850.83

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS1.14752.2953.44254.595.7375SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 5SE +/- 0.03, N = 35.15.15.15.0

LuxCoreRender

Scene: DLSC - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 21.10Ubuntu 20.04 LTS1.07332.14663.21994.29325.3665SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.774.764.744.74MIN: 4.56 / MAX: 5.2MIN: 4.64 / MAX: 5.03MIN: 4.6 / MAX: 5.11MIN: 4.55 / MAX: 5.03

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.04Ubuntu 20.04 LTSUbuntu 21.100.83031.66062.49093.32124.1515SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 33.693.673.643.61MIN: 1.43 / MAX: 4.3MIN: 1.38 / MAX: 4.29MIN: 1.35 / MAX: 4.26MIN: 1.38 / MAX: 4.2

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.097.057.037.03MIN: 6.35 / MAX: 7.47MIN: 6.32 / MAX: 7.44MIN: 6.25 / MAX: 7.39MIN: 6.22 / MAX: 7.4

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUUbuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTS0.90681.81362.72043.62724.534SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.033.993.943.94MIN: 1.51 / MAX: 4.68MIN: 1.52 / MAX: 4.63MIN: 1.48 / MAX: 4.61MIN: 1.47 / MAX: 4.62

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS918273645SE +/- 0.47, N = 3SE +/- 0.47, N = 3SE +/- 0.47, N = 3SE +/- 0.00, N = 337.5137.5137.5137.04MIN: 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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.041224364860SE +/- 0.53, N = 5SE +/- 0.53, N = 5SE +/- 0.53, N = 552.1150.5350.5350.00MIN: 47.62 / MAX: 52.63MIN: 35.71 / MAX: 52.63MIN: 47.62 / MAX: 52.63MIN: 47.62 / MAX: 52.63

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.04Ubuntu 21.10Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS306090120150146.60147.90147.98149.62

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS4080120160200SE +/- 0.20, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 3153.04153.71157.06171.83

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS500K1000K1500K2000K2500KSE +/- 39012.54, N = 15SE +/- 45756.31, N = 15SE +/- 27973.62, N = 15SE +/- 21556.91, N = 42195897.792148023.022070185.381771810.561. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS50K100K150K200K250KSE +/- 1062.06, N = 3SE +/- 927.98, N = 3SE +/- 1033.60, N = 3SE +/- 998.71, N = 3231554230318229507210683

MariaDB

Clients: 512

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.6.4Clients: 512Ubuntu 21.10Ubuntu 21.04Ubuntu 21.10 + Linux 5.15Ubuntu 20.04 LTS150300450600750SE +/- 1.91, N = 3SE +/- 2.61, N = 3SE +/- 6.28, N = 3SE +/- 1.28, N = 3703660647562-pthread-pthread1. (CXX) g++ options: -pie -fPIC -fstack-protector -O3 -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -laio -lz -lm -lssl -lcrypto -lpthread -ldl

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.040.72231.44462.16692.88923.6115SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.213.213.183.14-pthread-pthread1. (CXX) g++ options: -O3

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.040.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.111.111.081.06-pthread-pthread1. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDUbuntu 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 20.04 LTSUbuntu 21.041.11152.2233.33454.4465.5575SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.944.934.794.78-pthread-pthread1. (CXX) g++ options: -O3

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 21.10 + Linux 5.15Ubuntu 21.10Ubuntu 21.04Ubuntu 20.04 LTS2040608010099.0497.2096.0293.71

Phoronix Test Suite v10.8.5