Tiger Lake Linux 2021 Ubuntu 21.04 vs. 21.10 Dev

Intel Core i7-1165G7 testing with a Dell 0GG9PT of Ubuntu 21.04 / Ubuntu 21.10 for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2110053-TJ-2110049TJ65.

Tiger Lake Linux 2021 Ubuntu 21.04 vs. 21.10 DevProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch LinuxIntel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (3.0.3 BIOS)Intel Tiger Lake-LP16GBKioxia KBG40ZNS256G NVMe 256GBIntel Xe TGL GT2 3GB (1300MHz)Realtek ALC289Intel Wi-Fi 6 AX201Ubuntu 21.045.11.0-34-generic (x86_64)GNOME Shell 3.38.4X Server + Wayland4.6 Mesa 21.0.31.2.145GCC 10.3.0ext41920x1200Ubuntu 21.105.13.0-16-generic (x86_64)GNOME Shell 40.54.6 Mesa 21.2.21.2.182GCC 11.2.0Fedora Linux 355.14.9-300.fc35.x86_64 (x86_64)GNOME Shell 41.04.6 Mesa 21.2.3GCC 11.2.1 20210728btrfsKioxia KBG40ZNS256G NVMe 256GB + 123GB Ultra LuxeIntel TigerLake-LP GT2 [Iris Xe ] (1300MHz)Intel Tiger Lake-LP Smart Sound AudioArch Linux5.14.9-arch2-1 (x86_64)GNOME Shell 40.5GCC 11.1.0ext4OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 21.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 21.10 3Oct: --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 - Fedora Workstation 35 Beta: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Arch Linux: --disable-libssp --disable-libstdcxx-pch --disable-libunwind-exceptions --disable-werror --enable-__cxa_atexit --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-install-libiberty --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-isl --with-linker-hash-style=gnu Processor Details- Ubuntu 21.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.3- Ubuntu 21.10 3Oct: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6- Fedora Workstation 35 Beta: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6- Arch Linux: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x88Python Details- Ubuntu 21.04: Python 3.9.5- Ubuntu 21.10 3Oct: Python 3.9.7- Fedora Workstation 35 Beta: Python 3.10.0rc2- Arch Linux: Python 3.9.7Security Details- Ubuntu 21.04: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Ubuntu 21.10 3Oct: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Fedora Workstation 35 Beta: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Arch Linux: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Environment Details- Fedora Workstation 35 Beta: DEBUGINFOD_URLS="https://debuginfod.fedoraproject.org/ https://debuginfod.fedoraproject.org/"

Tiger Lake Linux 2021 Ubuntu 21.04 vs. 21.10 Devetlegacy: 1920 x 1200tesseract: 1920 x 1200warsow: 1920 x 1200glmark2: 1920 x 1200lczero: BLASlczero: Eigennamd: ATPase Simulation - 327,506 Atomswebp: Quality 100, Losslesswebp: Quality 100, Highest Compressionlibraw: Post-Processing Benchmarkdav1d: Summer Nature 4Kospray: San Miguel - SciVisospray: San Miguel - Path Tracerospray: Magnetic Reconnection - SciVisospray: Magnetic Reconnection - Path Traceraom-av1: Speed 9 Realtime - Bosphorus 4Kembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownsvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 4Kx265: Bosphorus 4Koidn: RT.ldr_alb_nrm.3840x2160stockfish: Total Timeavifenc: 6avifenc: 6, Losslessbuild-apache: Time To Compilebuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-mesa: Time To Compileonednn: IP Shapes 1D - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUbuild-wasmer: Time To Compiledeepspeech: CPUvosk: synthmark: VoiceMark_100tjbench: Decompression Throughputgromacs: MPI CPU - water_GMX50_baretensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2blender: BMW27 - CPU-Onlyneatbench: CPUnatron: Spaceshipappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerselenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: PSPDFKit WASM - Firefoxselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux238.9161.6665217.58341617854.5747915.8396.46728.2592.216.650.558.47166.6734.813.58584.30547.043107.5791.077.615.820.16857131125.500162.04830.210312.892221.474114.57525.458650.468454.841237.26187679.953930.0811.3198143.36062.0224222.792910.268211.8156560.51755575679221033975223695683645637221400451.2213.40.71073.868724613.119687594.98454141.03893.210996.122134294227.4341.1318.1173.7402227.011961627894.6790815.8196.22329.4294.547.080.558.57166.6738.713.63984.31417.285121.06116.959.046.150.16893617423.029150.79929.507302.273228.143118.72622.165537.232951.112137.50367562.913832.2410.10664144.32861.7957222.612830.529213.3962990.53150072173005413737863456963385306610787452.7013.40.71076.961449615.6025579.73217437.69888.411599.813160292927.9342.6312.9152.557011694.7605115.9296.24427.4390.706.730.558.43166.673.59984.29467.145104.1595.888.445.750.16874737723.644153.39730.653312.470237.791119.67323.551147.216254.083537.49577662.113937.5710.62911152.54463.8389022.791840.947205.8780840.51150148772463343869693421643402986622197457.0713.40.71071.108175615.912604605.48234139.43903.811294.436143294828.0334.7285.7130.3305238.611896265.5779515.4966.21527.4478.435.430.476.94166.673.00323.62006.26394.8181.697.595.370.13737679125.690177.51141.966409.419314.61425.596051.769056.765337.28718921.284558.8512.1465149.45282.5828922.462842.022210.5408930.43256339581549304057323779953711867379940527.9413.70.61224.652769715.453355679.387875OpenBenchmarking.org

ET: Legacy

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.77Resolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux70140210280350SE +/- 0.33, N = 3SE +/- 0.83, N = 3SE +/- 0.72, N = 3SE +/- 2.75, N = 15238.9318.1312.9285.7

Tesseract

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux4080120160200SE +/- 1.22, N = 11SE +/- 2.44, N = 3SE +/- 2.24, N = 15SE +/- 1.88, N = 3161.67173.74152.56130.33

Warsow

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3OctArch Linux50100150200250SE +/- 2.45, N = 12SE +/- 2.53, N = 15SE +/- 1.02, N = 3217.5227.0238.6

GLmark2

Resolution: 1920 x 1200

OpenBenchmarking.orgScore, More Is BetterGLmark2 2021.08.30Resolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux30060090012001500834119611691189

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.04Ubuntu 21.10 3Oct4080120160200SE +/- 2.79, N = 9SE +/- 2.44, N = 91611621. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.04Ubuntu 21.10 3OctArch Linux2004006008001000SE +/- 7.03, N = 9SE +/- 5.61, N = 3SE +/- 6.08, N = 37857896261. (CXX) g++ options: -flto -pthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux1.2552.513.7655.026.275SE +/- 0.05068, N = 3SE +/- 0.04543, N = 3SE +/- 0.01272, N = 3SE +/- 0.02849, N = 34.574794.679084.760515.57795

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux48121620SE +/- 0.10, N = 3SE +/- 0.13, N = 15SE +/- 0.16, N = 15SE +/- 0.05, N = 315.8415.8215.9315.50-pthread -ltiff-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux246810SE +/- 0.017, N = 3SE +/- 0.017, N = 3SE +/- 0.038, N = 3SE +/- 0.044, N = 36.4676.2236.2446.215-pthread -ltiff-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux714212835SE +/- 0.27, N = 6SE +/- 0.91, N = 15SE +/- 1.01, N = 12SE +/- 0.26, N = 1528.2529.4227.4327.44-ljasper -llcms21. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4KUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux20406080100SE +/- 1.32, N = 3SE +/- 1.21, N = 15SE +/- 0.90, N = 5SE +/- 0.63, N = 992.2194.5490.7078.43MIN: 79.44 / MAX: 131.16MIN: 78.91 / MAX: 130.99MIN: 78.78 / MAX: 131.41MIN: 65.85 / MAX: 133.031. (CC) gcc options: -pthread -lm

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux246810SE +/- 0.01, N = 3SE +/- 0.14, N = 15SE +/- 0.05, N = 15SE +/- 0.00, N = 36.657.086.735.43MIN: 6.54 / MAX: 6.71MIN: 6.45 / MAX: 9.17MIN: 6.41 / MAX: 9.01MIN: 3.86 / MAX: 5.62

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.12380.24760.37140.49520.619SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.550.550.550.47MAX: 0.56MAX: 0.63

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux246810SE +/- 0.00, N = 3SE +/- 0.08, N = 15SE +/- 0.02, N = 3SE +/- 0.00, N = 38.478.578.436.94MIN: 8.26 / MAX: 11.11MIN: 8.2 / MAX: 11.11MIN: 8.2 / MAX: 8.55MIN: 6.49 / MAX: 11.24

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3166.67166.67166.67166.67MIN: 142.86 / MAX: 200MIN: 142.86 / MAX: 200MIN: 111.11 / MAX: 200MIN: 142.86 / MAX: 200

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 21.10 3Oct918273645SE +/- 0.25, N = 14SE +/- 1.06, N = 1534.8138.71-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.8191.6382.4573.2764.095SE +/- 0.0036, N = 3SE +/- 0.0319, N = 8SE +/- 0.0023, N = 3SE +/- 0.0147, N = 33.58583.63983.59983.0032MIN: 3.56 / MAX: 3.63MIN: 3.53 / MAX: 4.95MIN: 3.58 / MAX: 3.66MIN: 2.91 / MAX: 3.07

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.97071.94142.91213.88284.8535SE +/- 0.0190, N = 3SE +/- 0.0432, N = 5SE +/- 0.0098, N = 3SE +/- 0.0020, N = 34.30544.31414.29463.6200MIN: 4.25 / MAX: 5.85MIN: 4.23 / MAX: 5.11MIN: 4.25 / MAX: 4.39MIN: 3.56 / MAX: 5.51

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux246810SE +/- 0.022, N = 3SE +/- 0.044, N = 3SE +/- 0.090, N = 3SE +/- 0.025, N = 37.0437.2857.1456.2631. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux306090120150SE +/- 1.26, N = 15SE +/- 3.37, N = 15SE +/- 1.34, N = 15SE +/- 2.26, N = 14107.57121.06104.1594.811. (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 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux306090120150SE +/- 0.77, N = 15SE +/- 0.31, N = 3SE +/- 0.71, N = 3SE +/- 1.54, N = 1291.07116.9595.8881.691. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux3691215SE +/- 0.03, N = 3SE +/- 0.16, N = 15SE +/- 0.05, N = 3SE +/- 0.06, N = 37.619.048.447.591. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux246810SE +/- 0.04, N = 3SE +/- 0.05, N = 15SE +/- 0.03, N = 3SE +/- 0.04, N = 35.826.155.755.37-lnuma-lnuma-lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

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 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.0360.0720.1080.1440.18SE +/- 0.00, N = 11SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 30.160.160.160.13

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux2M4M6M8M10MSE +/- 161689.57, N = 15SE +/- 160355.81, N = 15SE +/- 165225.60, N = 14SE +/- 88813.16, N = 485713118936174874737773767911. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux612182430SE +/- 0.01, N = 3SE +/- 0.58, N = 15SE +/- 0.46, N = 15SE +/- 0.31, N = 425.5023.0323.6425.691. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux4080120160200SE +/- 0.47, N = 3SE +/- 0.48, N = 3SE +/- 1.14, N = 12SE +/- 0.44, N = 3162.05150.80153.40177.511. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux1020304050SE +/- 0.28, N = 6SE +/- 0.76, N = 15SE +/- 0.63, N = 15SE +/- 0.22, N = 330.2129.5130.6541.97

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux90180270360450SE +/- 0.69, N = 3SE +/- 1.24, N = 3SE +/- 0.05, N = 3SE +/- 0.35, N = 3312.89302.27312.47409.42

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux70140210280350SE +/- 0.67, N = 3SE +/- 2.02, N = 3SE +/- 0.40, N = 3SE +/- 0.54, N = 3221.47228.14237.79314.61

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta306090120150SE +/- 0.55, N = 3SE +/- 0.48, N = 3SE +/- 0.46, N = 3114.58118.73119.67

oneDNN

Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux612182430SE +/- 0.32, N = 3SE +/- 0.88, N = 15SE +/- 0.85, N = 15SE +/- 0.63, N = 1225.4622.1723.5525.60-lpthread - MIN: 18.72MIN: 17.73MIN: 17.88-lpthread - MIN: 17.881. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux1224364860SE +/- 1.03, N = 12SE +/- 0.01, N = 3SE +/- 1.43, N = 15SE +/- 1.19, N = 1250.4737.2347.2251.77-lpthread - MIN: 36.95MIN: 36.95MIN: 36.99-lpthread - MIN: 36.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux1326395265SE +/- 0.67, N = 4SE +/- 1.68, N = 15SE +/- 1.38, N = 15SE +/- 0.61, N = 454.8451.1154.0856.77-lpthread - MIN: 49.79MIN: 39.3MIN: 41.53-lpthread - MIN: 49.581. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux918273645SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 337.2637.5037.5037.29-lpthread - MIN: 37.09MIN: 37.05MIN: 37.3-lpthread - MIN: 371. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux2K4K6K8K10KSE +/- 5.16, N = 3SE +/- 92.86, N = 4SE +/- 26.73, N = 3SE +/- 2.80, N = 37679.957562.917662.118921.28-lpthread - MIN: 7631.81MIN: 7199.6MIN: 7563.22-lpthread - MIN: 8884.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux10002000300040005000SE +/- 2.11, N = 3SE +/- 31.93, N = 15SE +/- 1.29, N = 3SE +/- 0.95, N = 33930.083832.243937.574558.85-lpthread - MIN: 3890.52MIN: 3516.96MIN: 3905.04-lpthread - MIN: 4520.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux3691215SE +/- 0.01, N = 3SE +/- 0.38, N = 12SE +/- 0.29, N = 15SE +/- 0.04, N = 311.3210.1110.6312.15-lpthread - MIN: 10.96MIN: 7.54MIN: 7.64-lpthread - MIN: 11.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux306090120150SE +/- 0.78, N = 3SE +/- 0.42, N = 3SE +/- 0.45, N = 3SE +/- 0.28, N = 3143.36144.33152.54149.451. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux20406080100SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.56, N = 3SE +/- 0.72, N = 362.0261.8063.8482.58

VOSK Speech Recognition Toolkit

OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux510152025SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 322.7922.6122.7922.46

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux2004006008001000SE +/- 2.94, N = 3SE +/- 3.29, N = 3SE +/- 1.30, N = 3SE +/- 0.92, N = 3910.27830.53840.95842.021. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux50100150200250SE +/- 1.26, N = 3SE +/- 0.31, N = 3SE +/- 1.71, N = 9SE +/- 0.32, N = 3211.82213.40205.88210.54-lm1. (CC) gcc options: -O3 -rdynamic

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.11950.2390.35850.4780.5975SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 4SE +/- 0.001, N = 30.5170.5310.5110.432-pthread-pthread1. (CXX) g++ options: -O3

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux120K240K360K480K600KSE +/- 1960.25, N = 3SE +/- 10356.89, N = 15SE +/- 10214.32, N = 15SE +/- 4385.80, N = 3555756500721501487563395

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux2M4M6M8M10MSE +/- 3351.70, N = 3SE +/- 58639.08, N = 12SE +/- 64300.38, N = 12SE +/- 4032.03, N = 37922103730054172463348154930

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux90K180K270K360K450KSE +/- 3526.32, N = 3SE +/- 7135.73, N = 15SE +/- 15061.06, N = 15SE +/- 3016.11, N = 3397522373786386969405732

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux80K160K240K320K400KSE +/- 2735.04, N = 3SE +/- 8308.25, N = 15SE +/- 9967.63, N = 15SE +/- 3176.08, N = 3369568345696342164377995

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux80K160K240K320K400KSE +/- 2847.84, N = 3SE +/- 8800.34, N = 15SE +/- 7336.79, N = 15SE +/- 2546.54, N = 3364563338530340298371186

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux1.6M3.2M4.8M6.4M8MSE +/- 10042.46, N = 3SE +/- 89429.31, N = 3SE +/- 56667.61, N = 12SE +/- 5088.88, N = 37221400661078766221977379940

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux110220330440550SE +/- 0.83, N = 3SE +/- 0.48, N = 3SE +/- 0.79, N = 3SE +/- 0.69, N = 3451.22452.70457.07527.94

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux48121620SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 313.413.413.413.7

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux0.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 30.70.70.70.6

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux300600900120015001073.871076.961071.111224.65

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux150300450600750613.12615.60615.91715.45

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaArch Linux150300450600750594.98579.73605.48679.39

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta918273645SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 341.0337.6939.431. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta2004006008001000SE +/- 0.88, N = 3SE +/- 2.27, N = 3SE +/- 1.27, N = 3893.2888.4903.81. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta306090120150SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 31091151121. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta20406080100SE +/- 0.14, N = 3SE +/- 0.67, N = 3SE +/- 0.60, N = 396.1299.8194.441. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta4080120160200SE +/- 0.33, N = 3SE +/- 1.00, N = 31341601431. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta6001200180024003000SE +/- 2.85, N = 3SE +/- 1.00, N = 3SE +/- 1.00, N = 32942292929481. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta714212835SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 1527.427.928.01. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta70140210280350SE +/- 4.02, N = 3SE +/- 3.64, N = 3SE +/- 0.44, N = 3341.1342.6334.71. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

Phoronix Test Suite v10.8.4