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/2110049-TJ-2110038TJ33&grs.

Tiger Lake Linux 2021 Ubuntu 21.04 vs. 21.10 DevProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaIntel 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 20210728btrfsOpenBenchmarking.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 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 2.4.6Python Details- Ubuntu 21.04: Python 3.9.5- Ubuntu 21.10 3Oct: Python 3.9.7- Fedora Workstation 35 Beta: Python 3.10.0rc2Security 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 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 Devglmark2: 1920 x 1200etlegacy: 1920 x 1200svt-vp9: VMAF Optimized - Bosphorus 1080pselenium: Speedometer - Firefoxtesseract: 1920 x 1200synthmark: VoiceMark_100tensorflow-lite: Inception V4tensorflow-lite: Inception ResNet V2selenium: ARES-6 - Firefoxavifenc: 6, Losslessbuild-linux-kernel: Time To Compilex265: Bosphorus 4Kbuild-wasmer: Time To Compileselenium: Jetstream 2 - Firefoxselenium: StyleBench - Firefoxbuild-mesa: Time To Compileappleseed: Material Testerwarsow: 1920 x 1200dav1d: Summer Nature 4Knamd: ATPase Simulation - 327,506 Atomswebp: Quality 100, Highest Compressiongromacs: MPI CPU - water_GMX50_baretjbench: Decompression Throughputbuild-godot: Time To Compilesvt-av1: Preset 8 - Bosphorus 4Kdeepspeech: CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Firefoxselenium: Kraken - Firefoxospray: Magnetic Reconnection - SciVisonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUembree: Pathtracer - Crownblender: BMW27 - CPU-Onlyvosk: webp: Quality 100, Losslessonednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUselenium: PSPDFKit WASM - Firefoxlczero: BLASappleseed: Emilylczero: Eigenappleseed: Disney Materialembree: Pathtracer ISPC - Crownneatbench: CPUoidn: RT.ldr_alb_nrm.3840x2160ospray: Magnetic Reconnection - Path Tracerospray: San Miguel - Path Tracernatron: Spaceshiptensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floattensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNetonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUonednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: IP Shapes 1D - bf16bf16bf16 - CPUbuild-apache: Time To Compileavifenc: 6stockfish: Total Timevpxenc: Speed 5 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 1080paom-av1: Speed 9 Realtime - Bosphorus 4Kospray: San Miguel - SciVislibraw: Post-Processing BenchmarkUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta834238.991.07134161.6665910.2687922103722140041.03162.048221.4745.82143.36096.122109114.575594.984541217.592.214.574796.4670.517211.815656312.8927.04362.022423930.08341.127.4893.28.477679.953.5858451.2222.79215.83937.261829421611073.868724785613.1196874.305413.40.16166.670.550.736456336956839752255575611.319854.841250.468425.458630.21025.50085713117.61107.5734.816.6528.251196318.1116.95160173.7402830.5297300541661078737.69150.799228.1436.15144.32899.813115118.726579.732174227.094.544.679086.2230.531213.396299302.2737.28561.795723832.24342.627.9888.48.577562.913.6398452.7022.61215.81937.503629291621076.961449789615.60254.314113.40.16166.670.550.733853034569637378650072110.1066451.112137.232922.165529.50723.02989361749.04121.0638.717.0829.421169312.995.88143152.5570840.9477246334662219739.43153.397237.7915.75152.54494.436112119.673605.48234190.704.760516.2440.511205.878084312.4707.14563.838903937.57334.728.0903.88.437662.113.5998457.0722.79115.92937.495729481071.108175615.9126044.294613.40.16166.670.550.734029834216438696950148710.6291154.083547.216223.551130.65323.64487473778.44104.156.7327.43OpenBenchmarking.org

GLmark2

Resolution: 1920 x 1200

OpenBenchmarking.orgScore, More Is BetterGLmark2 2021.08.30Resolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta3006009001200150083411961169

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 Beta70140210280350SE +/- 0.33, N = 3SE +/- 0.83, N = 3SE +/- 0.72, N = 3238.9318.1312.9

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 Beta306090120150SE +/- 0.77, N = 15SE +/- 0.31, N = 3SE +/- 0.71, N = 391.07116.9595.881. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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

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 Beta4080120160200SE +/- 1.22, N = 11SE +/- 2.44, N = 3SE +/- 2.24, N = 15161.67173.74152.56

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta2004006008001000SE +/- 2.94, N = 3SE +/- 3.29, N = 3SE +/- 1.30, N = 3910.27830.53840.951. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta2M4M6M8M10MSE +/- 3351.70, N = 3SE +/- 58639.08, N = 12SE +/- 64300.38, N = 12792210373005417246334

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 Beta1.5M3M4.5M6M7.5MSE +/- 10042.46, N = 3SE +/- 89429.31, N = 3SE +/- 56667.61, N = 12722140066107876622197

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

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 Beta4080120160200SE +/- 0.47, N = 3SE +/- 0.48, N = 3SE +/- 1.14, N = 12162.05150.80153.401. (CXX) g++ options: -O3 -fPIC -lm

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 Beta50100150200250SE +/- 0.67, N = 3SE +/- 2.02, N = 3SE +/- 0.40, N = 3221.47228.14237.79

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta246810SE +/- 0.04, N = 3SE +/- 0.05, N = 15SE +/- 0.03, N = 35.826.155.75-lnuma-lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -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 Beta306090120150SE +/- 0.78, N = 3SE +/- 0.42, N = 3SE +/- 0.45, N = 3143.36144.33152.541. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

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: 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

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

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta130260390520650594.98579.73605.48

Warsow

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200Ubuntu 21.04Ubuntu 21.10 3Oct50100150200250SE +/- 2.45, N = 12SE +/- 2.53, N = 15217.5227.0

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 Beta20406080100SE +/- 1.32, N = 3SE +/- 1.21, N = 15SE +/- 0.90, N = 592.2194.5490.70MIN: 79.44 / MAX: 131.16MIN: 78.91 / MAX: 130.99MIN: 78.78 / MAX: 131.411. (CC) gcc options: -pthread -lm

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 Beta1.07112.14223.21334.28445.3555SE +/- 0.05068, N = 3SE +/- 0.04543, N = 3SE +/- 0.01272, N = 34.574794.679084.76051

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 Beta246810SE +/- 0.017, N = 3SE +/- 0.017, N = 3SE +/- 0.038, N = 36.4676.2236.244-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

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 Beta0.11950.2390.35850.4780.5975SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 40.5170.5310.511-pthread1. (CXX) g++ options: -O3

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 Beta50100150200250SE +/- 1.26, N = 3SE +/- 0.31, N = 3SE +/- 1.71, N = 9211.82213.40205.88-lm1. (CC) gcc options: -O3 -rdynamic

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 Beta70140210280350SE +/- 0.69, N = 3SE +/- 1.24, N = 3SE +/- 0.05, N = 3312.89302.27312.47

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 Beta246810SE +/- 0.022, N = 3SE +/- 0.044, N = 3SE +/- 0.090, N = 37.0437.2857.1451. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta1428425670SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.56, N = 362.0261.8063.84

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 Beta8001600240032004000SE +/- 2.11, N = 3SE +/- 31.93, N = 15SE +/- 1.29, N = 33930.083832.243937.57-lpthread - MIN: 3890.52MIN: 3516.96MIN: 3905.041. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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

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: 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

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 Beta246810SE +/- 0.00, N = 3SE +/- 0.08, N = 15SE +/- 0.02, N = 38.478.578.43MIN: 8.26 / MAX: 11.11MIN: 8.2 / MAX: 11.11MIN: 8.2 / MAX: 8.55

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 Beta16003200480064008000SE +/- 5.16, N = 3SE +/- 92.86, N = 4SE +/- 26.73, N = 37679.957562.917662.11-lpthread - MIN: 7631.81MIN: 7199.6MIN: 7563.221. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta0.8191.6382.4573.2764.095SE +/- 0.0036, N = 3SE +/- 0.0319, N = 8SE +/- 0.0023, N = 33.58583.63983.5998MIN: 3.56 / MAX: 3.63MIN: 3.53 / MAX: 4.95MIN: 3.58 / MAX: 3.66

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 Beta100200300400500SE +/- 0.83, N = 3SE +/- 0.48, N = 3SE +/- 0.79, N = 3451.22452.70457.07

VOSK Speech Recognition Toolkit

OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta510152025SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 322.7922.6122.79

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 Beta48121620SE +/- 0.10, N = 3SE +/- 0.13, N = 15SE +/- 0.16, N = 1515.8415.8215.93-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

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 Beta918273645SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 337.2637.5037.50-lpthread - MIN: 37.09MIN: 37.05MIN: 37.31. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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

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

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta20040060080010001073.871076.961071.11

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.04Ubuntu 21.10 3Oct2004006008001000SE +/- 7.03, N = 9SE +/- 5.61, N = 37857891. (CXX) g++ options: -flto -pthread

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta130260390520650613.12615.60615.91

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 Beta0.97071.94142.91213.88284.8535SE +/- 0.0190, N = 3SE +/- 0.0432, N = 5SE +/- 0.0098, N = 34.30544.31414.2946MIN: 4.25 / MAX: 5.85MIN: 4.23 / MAX: 5.11MIN: 4.25 / MAX: 4.39

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta3691215SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 313.413.413.4

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 Beta0.0360.0720.1080.1440.18SE +/- 0.00, N = 11SE +/- 0.00, N = 12SE +/- 0.00, N = 120.160.160.16

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 Beta4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3166.67166.67166.67MIN: 142.86 / MAX: 200MIN: 142.86 / MAX: 200MIN: 111.11 / MAX: 200

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 Beta0.12380.24760.37140.49520.619SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.550.550.55MAX: 0.56MAX: 0.63

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta0.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.00, N = 30.70.70.7

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta80K160K240K320K400KSE +/- 2847.84, N = 3SE +/- 8800.34, N = 15SE +/- 7336.79, N = 15364563338530340298

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta80K160K240K320K400KSE +/- 2735.04, N = 3SE +/- 8308.25, N = 15SE +/- 9967.63, N = 15369568345696342164

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta90K180K270K360K450KSE +/- 3526.32, N = 3SE +/- 7135.73, N = 15SE +/- 15061.06, N = 15397522373786386969

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta120K240K360K480K600KSE +/- 1960.25, N = 3SE +/- 10356.89, N = 15SE +/- 10214.32, N = 15555756500721501487

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 Beta3691215SE +/- 0.01, N = 3SE +/- 0.38, N = 12SE +/- 0.29, N = 1511.3210.1110.63-lpthread - MIN: 10.96MIN: 7.54MIN: 7.641. (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 Beta1224364860SE +/- 0.67, N = 4SE +/- 1.68, N = 15SE +/- 1.38, N = 1554.8451.1154.08-lpthread - MIN: 49.79MIN: 39.3MIN: 41.531. (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 Beta1122334455SE +/- 1.03, N = 12SE +/- 0.01, N = 3SE +/- 1.43, N = 1550.4737.2347.22-lpthread - MIN: 36.95MIN: 36.95MIN: 36.991. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 Beta612182430SE +/- 0.32, N = 3SE +/- 0.88, N = 15SE +/- 0.85, N = 1525.4622.1723.55-lpthread - MIN: 18.72MIN: 17.73MIN: 17.881. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 Beta714212835SE +/- 0.28, N = 6SE +/- 0.76, N = 15SE +/- 0.63, N = 1530.2129.5130.65

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta612182430SE +/- 0.01, N = 3SE +/- 0.58, N = 15SE +/- 0.46, N = 1525.5023.0323.641. (CXX) g++ options: -O3 -fPIC -lm

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta2M4M6M8M10MSE +/- 161689.57, N = 15SE +/- 160355.81, N = 15SE +/- 165225.60, N = 148571311893617487473771. (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

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 Beta3691215SE +/- 0.03, N = 3SE +/- 0.16, N = 15SE +/- 0.05, N = 37.619.048.441. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

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 Beta306090120150SE +/- 1.26, N = 15SE +/- 3.37, N = 15SE +/- 1.34, N = 15107.57121.06104.151. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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

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 Beta246810SE +/- 0.01, N = 3SE +/- 0.14, N = 15SE +/- 0.05, N = 156.657.086.73MIN: 6.54 / MAX: 6.71MIN: 6.45 / MAX: 9.17MIN: 6.41 / MAX: 9.01

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta714212835SE +/- 0.27, N = 6SE +/- 0.91, N = 15SE +/- 1.01, N = 1228.2529.4227.431. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

Phoronix Test Suite v10.8.4