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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2110049-TJ-2110038TJ33
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AV1 4 Tests
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Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 9 Tests
CPU Massive 14 Tests
Creator Workloads 23 Tests
Desktop Graphics 2 Tests
Encoding 8 Tests
Game Development 3 Tests
HPC - High Performance Computing 6 Tests
Imaging 4 Tests
Machine Learning 4 Tests
Molecular Dynamics 2 Tests
Multi-Core 24 Tests
NVIDIA GPU Compute 4 Tests
Intel oneAPI 4 Tests
Programmer / Developer System Benchmarks 5 Tests
Python Tests 5 Tests
Renderers 4 Tests
Scientific Computing 2 Tests
Server CPU Tests 12 Tests
Single-Threaded 2 Tests
Speech 3 Tests
Telephony 3 Tests
Video Encoding 8 Tests
Common Workstation Benchmarks 2 Tests

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Ubuntu 21.04
October 02 2021
  8 Hours, 51 Minutes
Ubuntu 21.10 3Oct
October 03 2021
  11 Hours, 41 Minutes
Fedora Workstation 35 Beta
October 04 2021
  9 Hours, 29 Minutes
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Ubuntu 21.04

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 21.04, Kernel: 5.11.0-34-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.0.3, Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.3
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.10 3Oct

OS: Ubuntu 21.10, Kernel: 5.13.0-16-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.2, Vulkan: 1.2.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6
Python Notes: Python 3.9.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Fedora Workstation 35 Beta

OS: Fedora Linux 35, Kernel: 5.14.9-300.fc35.x86_64 (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.3, Compiler: GCC 11.2.1 20210728, File-System: btrfs, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: DEBUGINFOD_URLS="https://debuginfod.fedoraproject.org/ https://debuginfod.fedoraproject.org/"
Compiler Notes: --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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6
Python Notes: Python 3.10.0rc2
Security Notes: 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

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/"

Ubuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 BetaResult OverviewPhoronix Test Suite100%111%122%133%GLmark2ET: LegacySVT-VP9VP9 libvpx EncodingSVT-HEVCTesseractoneDNNGoogle SynthMarklibavif avifencTensorFlow LiteTimed Linux Kernel CompilationLibRawx265Timed Wasmer CompilationTimed Mesa CompilationSeleniumStockfishdav1dNAMDGROMACSTimed Apache Compilationlibjpeg-turbo tjbenchTimed Godot Game Engine CompilationSVT-AV1DeepSpeechWebP Image EncodeOSPrayAppleseedBlenderEmbreeVOSK Speech Recognition ToolkitIntel Open Image DenoiseNeatBenchNatron

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 Beta238.9161.6665217.58341617854.5747915.8396.46728.2592.216.650.558.47166.6734.813.58584.30547.043107.5791.077.615.820.16857131125.500162.04830.210312.892221.474114.57525.458650.468454.841237.26187679.953930.0811.3198143.36062.0224222.792910.268211.8156560.51755575679221033975223695683645637221400451.2213.40.71073.868724613.119687594.98454141.03893.210996.122134294227.4341.1318.1173.7402227.011961627894.6790815.8196.22329.4294.547.080.558.57166.6738.713.63984.31417.285121.06116.959.046.150.16893617423.029150.79929.507302.273228.143118.72622.165537.232951.112137.50367562.913832.2410.10664144.32861.7957222.612830.529213.3962990.53150072173005413737863456963385306610787452.7013.40.71076.961449615.6025579.73217437.69888.411599.813160292927.9342.6312.9152.557011694.7605115.9296.24427.4390.706.730.558.43166.673.59984.29467.145104.1595.888.445.750.16874737723.644153.39730.653312.470237.791119.67323.551147.216254.083537.49577662.113937.5710.62911152.54463.8389022.791840.947205.8780840.51150148772463343869693421643402986622197457.0713.40.71071.108175615.912604605.48234139.43903.811294.436143294828.0334.7OpenBenchmarking.org

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.77Resolution: 1920 x 1200Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0470140210280350SE +/- 0.83, N = 3SE +/- 0.72, N = 3SE +/- 0.33, N = 3318.1312.9238.9
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.77Resolution: 1920 x 1200Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0460120180240300Min: 316.9 / Avg: 318.13 / Max: 319.7Min: 311.5 / Avg: 312.93 / Max: 313.7Min: 238.4 / Avg: 238.87 / Max: 239.5

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Ubuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta4080120160200SE +/- 2.44, N = 3SE +/- 1.22, N = 11SE +/- 2.24, N = 15173.74161.67152.56
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Ubuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta306090120150Min: 168.99 / Avg: 173.74 / Max: 177.11Min: 150.56 / Avg: 161.67 / Max: 166.02Min: 145.78 / Avg: 152.56 / Max: 170.22

Warsow

This is a benchmark of Warsow, a popular open-source first-person shooter. This game uses the QFusion engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200Ubuntu 21.10 3OctUbuntu 21.0450100150200250SE +/- 2.53, N = 15SE +/- 2.45, N = 12227.0217.5
OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1200Ubuntu 21.10 3OctUbuntu 21.044080120160200Min: 214 / Avg: 227 / Max: 246.1Min: 210.2 / Avg: 217.46 / Max: 243.9

Resolution: 1920 x 1200

Fedora Workstation 35 Beta: Test failed to run.

GLmark2

This is a test of GLmark2, a basic OpenGL and OpenGL ES 2.0 benchmark supporting various windowing/display back-ends. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2021.08.30Resolution: 1920 x 1200Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043006009001200150011961169834

LeelaChessZero

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

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10 3OctUbuntu 21.044080120160200SE +/- 2.44, N = 9SE +/- 2.79, N = 91621611. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASUbuntu 21.10 3OctUbuntu 21.04306090120150Min: 149 / Avg: 162.11 / Max: 176Min: 153 / Avg: 161 / Max: 1821. (CXX) g++ options: -flto -pthread

Backend: BLAS

Fedora Workstation 35 Beta: lczero: line 4: ./lc0: No such file or directory

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10 3OctUbuntu 21.042004006008001000SE +/- 5.61, N = 3SE +/- 7.03, N = 97897851. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: EigenUbuntu 21.10 3OctUbuntu 21.04140280420560700Min: 778 / Avg: 788.67 / Max: 797Min: 764 / Avg: 785.22 / Max: 8191. (CXX) g++ options: -flto -pthread

Backend: Eigen

Fedora Workstation 35 Beta: lczero: line 4: ./lc0: No such file or directory

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 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
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta246810Min: 4.47 / Avg: 4.57 / Max: 4.63Min: 4.6 / Avg: 4.68 / Max: 4.76Min: 4.74 / Avg: 4.76 / Max: 4.78

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta48121620SE +/- 0.13, N = 15SE +/- 0.10, N = 3SE +/- 0.16, N = 1515.8215.8415.93-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta48121620Min: 15.54 / Avg: 15.82 / Max: 16.82Min: 15.69 / Avg: 15.84 / Max: 16.04Min: 15.44 / Avg: 15.93 / Max: 17.441. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04246810SE +/- 0.017, N = 3SE +/- 0.038, N = 3SE +/- 0.017, N = 36.2236.2446.467-pthread -ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215Min: 6.2 / Avg: 6.22 / Max: 6.26Min: 6.18 / Avg: 6.24 / Max: 6.31Min: 6.44 / Avg: 6.47 / Max: 6.51. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta714212835SE +/- 0.91, N = 15SE +/- 0.27, N = 6SE +/- 1.01, N = 1229.4228.2527.431. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta714212835Min: 24.15 / Avg: 29.42 / Max: 36.18Min: 27.9 / Avg: 28.25 / Max: 29.61Min: 23.18 / Avg: 27.43 / Max: 33.261. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4KUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta20406080100SE +/- 1.21, N = 15SE +/- 1.32, N = 3SE +/- 0.90, N = 594.5492.2190.70MIN: 78.91 / MAX: 130.99MIN: 79.44 / MAX: 131.16MIN: 78.78 / MAX: 131.411. (CC) gcc options: -pthread -lm
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.2Video Input: Summer Nature 4KUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta20406080100Min: 89.72 / Avg: 94.54 / Max: 100.73Min: 90.87 / Avg: 92.21 / Max: 94.84Min: 89.48 / Avg: 90.7 / Max: 94.281. (CC) gcc options: -pthread -lm

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04246810SE +/- 0.14, N = 15SE +/- 0.05, N = 15SE +/- 0.01, N = 37.086.736.65MIN: 6.45 / MAX: 9.17MIN: 6.41 / MAX: 9.01MIN: 6.54 / MAX: 6.71
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215Min: 6.62 / Avg: 7.08 / Max: 8.4Min: 6.62 / Avg: 6.73 / Max: 7.3Min: 6.62 / Avg: 6.65 / Max: 6.67

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.040.12380.24760.37140.49520.619SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.550.550.55MAX: 0.63MAX: 0.56
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.04246810Min: 0.55 / Avg: 0.55 / Max: 0.55Min: 0.55 / Avg: 0.55 / Max: 0.55Min: 0.55 / Avg: 0.55 / Max: 0.55

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta246810SE +/- 0.08, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 38.578.478.43MIN: 8.2 / MAX: 11.11MIN: 8.26 / MAX: 11.11MIN: 8.2 / MAX: 8.55
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta3691215Min: 8.4 / Avg: 8.57 / Max: 9.43Min: 8.47 / Avg: 8.47 / Max: 8.47Min: 8.4 / Avg: 8.43 / Max: 8.47

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.044080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3166.67166.67166.67MIN: 111.11 / MAX: 200MIN: 142.86 / MAX: 200MIN: 142.86 / MAX: 200
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.04306090120150Min: 166.67 / Avg: 166.67 / Max: 166.67Min: 166.67 / Avg: 166.67 / Max: 166.67Min: 166.67 / Avg: 166.67 / Max: 166.67

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 21.10 3OctUbuntu 21.04918273645SE +/- 1.06, N = 15SE +/- 0.25, N = 1438.7134.81-lpthread1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 21.10 3OctUbuntu 21.04816243240Min: 34.31 / Avg: 38.71 / Max: 45.52Min: 34.49 / Avg: 34.81 / Max: 38.061. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

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

Fedora Workstation 35 Beta: Test failed to run.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.040.8191.6382.4573.2764.095SE +/- 0.0319, N = 8SE +/- 0.0023, N = 3SE +/- 0.0036, N = 33.63983.59983.5858MIN: 3.53 / MAX: 4.95MIN: 3.58 / MAX: 3.66MIN: 3.56 / MAX: 3.63
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04246810Min: 3.55 / Avg: 3.64 / Max: 3.77Min: 3.6 / Avg: 3.6 / Max: 3.6Min: 3.58 / Avg: 3.59 / Max: 3.59

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta0.97071.94142.91213.88284.8535SE +/- 0.0432, N = 5SE +/- 0.0190, N = 3SE +/- 0.0098, N = 34.31414.30544.2946MIN: 4.23 / MAX: 5.11MIN: 4.25 / MAX: 5.85MIN: 4.25 / MAX: 4.39
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta246810Min: 4.26 / Avg: 4.31 / Max: 4.49Min: 4.27 / Avg: 4.31 / Max: 4.34Min: 4.28 / Avg: 4.29 / Max: 4.31

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04246810SE +/- 0.044, N = 3SE +/- 0.090, N = 3SE +/- 0.022, N = 37.2857.1457.0431. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215Min: 7.2 / Avg: 7.28 / Max: 7.33Min: 7.05 / Avg: 7.14 / Max: 7.32Min: 7 / Avg: 7.04 / Max: 7.071. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta306090120150SE +/- 3.37, N = 15SE +/- 1.26, N = 15SE +/- 1.34, N = 15121.06107.57104.151. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta20406080100Min: 106.1 / Avg: 121.06 / Max: 136.64Min: 105.78 / Avg: 107.57 / Max: 125.13Min: 89.86 / Avg: 104.15 / Max: 111.751. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04306090120150SE +/- 0.31, N = 3SE +/- 0.71, N = 3SE +/- 0.77, N = 15116.9595.8891.071. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0420406080100Min: 116.54 / Avg: 116.95 / Max: 117.55Min: 94.67 / Avg: 95.88 / Max: 97.13Min: 87.36 / Avg: 91.07 / Max: 101.031. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215SE +/- 0.16, N = 15SE +/- 0.05, N = 3SE +/- 0.03, N = 39.048.447.611. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215Min: 8.36 / Avg: 9.04 / Max: 9.77Min: 8.35 / Avg: 8.44 / Max: 8.53Min: 7.57 / Avg: 7.61 / Max: 7.661. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta246810SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 36.155.825.75-lnuma-lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta246810Min: 5.8 / Avg: 6.15 / Max: 6.44Min: 5.75 / Avg: 5.82 / Max: 5.89Min: 5.71 / Avg: 5.75 / Max: 5.821. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Fedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.040.0360.0720.1080.1440.18SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 110.160.160.16
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Fedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.0412345Min: 0.14 / Avg: 0.16 / Max: 0.16Min: 0.15 / Avg: 0.16 / Max: 0.16Min: 0.14 / Avg: 0.16 / Max: 0.17

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.042M4M6M8M10MSE +/- 160355.81, N = 15SE +/- 165225.60, N = 14SE +/- 161689.57, N = 158936174874737785713111. (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
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041.5M3M4.5M6M7.5MMin: 8325037 / Avg: 8936174.33 / Max: 10822247Min: 8382957 / Avg: 8747377.43 / Max: 10856159Min: 8231143 / Avg: 8571310.53 / Max: 107460811. (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

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04612182430SE +/- 0.58, N = 15SE +/- 0.46, N = 15SE +/- 0.01, N = 323.0323.6425.501. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04612182430Min: 19.63 / Avg: 23.03 / Max: 25.49Min: 20.25 / Avg: 23.64 / Max: 26.26Min: 25.47 / Avg: 25.5 / Max: 25.521. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.044080120160200SE +/- 0.48, N = 3SE +/- 1.14, N = 12SE +/- 0.47, N = 3150.80153.40162.051. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04306090120150Min: 149.89 / Avg: 150.8 / Max: 151.49Min: 146.49 / Avg: 153.4 / Max: 157.34Min: 161.25 / Avg: 162.05 / Max: 162.871. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta714212835SE +/- 0.76, N = 15SE +/- 0.28, N = 6SE +/- 0.63, N = 1529.5130.2130.65
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta714212835Min: 24.13 / Avg: 29.51 / Max: 32.42Min: 28.84 / Avg: 30.21 / Max: 30.65Min: 26.13 / Avg: 30.65 / Max: 32.89

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0470140210280350SE +/- 1.24, N = 3SE +/- 0.05, N = 3SE +/- 0.69, N = 3302.27312.47312.89
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0460120180240300Min: 300.07 / Avg: 302.27 / Max: 304.37Min: 312.37 / Avg: 312.47 / Max: 312.55Min: 311.59 / Avg: 312.89 / Max: 313.96

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta50100150200250SE +/- 0.67, N = 3SE +/- 2.02, N = 3SE +/- 0.40, N = 3221.47228.14237.79
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta4080120160200Min: 220.79 / Avg: 221.47 / Max: 222.82Min: 224.1 / Avg: 228.14 / Max: 230.19Min: 237.34 / Avg: 237.79 / Max: 238.59

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta20406080100Min: 113.59 / Avg: 114.58 / Max: 115.47Min: 117.76 / Avg: 118.73 / Max: 119.25Min: 118.76 / Avg: 119.67 / Max: 120.18

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04612182430SE +/- 0.88, N = 15SE +/- 0.85, N = 15SE +/- 0.32, N = 322.1723.5525.46MIN: 17.73MIN: 17.88-lpthread - MIN: 18.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04612182430Min: 18.33 / Avg: 22.17 / Max: 26.05Min: 18.45 / Avg: 23.55 / Max: 26.18Min: 24.83 / Avg: 25.46 / Max: 25.821. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041122334455SE +/- 0.01, N = 3SE +/- 1.43, N = 15SE +/- 1.03, N = 1237.2347.2250.47MIN: 36.95MIN: 36.99-lpthread - MIN: 36.951. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041020304050Min: 37.23 / Avg: 37.23 / Max: 37.24Min: 37.38 / Avg: 47.22 / Max: 52.11Min: 39.11 / Avg: 50.47 / Max: 51.611. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041224364860SE +/- 1.68, N = 15SE +/- 1.38, N = 15SE +/- 0.67, N = 451.1154.0854.84MIN: 39.3MIN: 41.53-lpthread - MIN: 49.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041122334455Min: 42.12 / Avg: 51.11 / Max: 58.91Min: 45.15 / Avg: 54.08 / Max: 59.12Min: 52.85 / Avg: 54.84 / Max: 55.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Fedora Workstation 35 BetaUbuntu 21.10 3Oct918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 337.2637.5037.50-lpthread - MIN: 37.09MIN: 37.3MIN: 37.051. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.04Fedora Workstation 35 BetaUbuntu 21.10 3Oct816243240Min: 37.26 / Avg: 37.26 / Max: 37.27Min: 37.49 / Avg: 37.5 / Max: 37.5Min: 37.48 / Avg: 37.5 / Max: 37.541. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0416003200480064008000SE +/- 92.86, N = 4SE +/- 26.73, N = 3SE +/- 5.16, N = 37562.917662.117679.95MIN: 7199.6MIN: 7563.22-lpthread - MIN: 7631.811. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0413002600390052006500Min: 7286.74 / Avg: 7562.91 / Max: 7673.76Min: 7609.11 / Avg: 7662.11 / Max: 7694.66Min: 7669.64 / Avg: 7679.95 / Max: 7685.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta8001600240032004000SE +/- 31.93, N = 15SE +/- 2.11, N = 3SE +/- 1.29, N = 33832.243930.083937.57MIN: 3516.96-lpthread - MIN: 3890.52MIN: 3905.041. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta7001400210028003500Min: 3598.84 / Avg: 3832.24 / Max: 3941.18Min: 3926.06 / Avg: 3930.08 / Max: 3933.22Min: 3935.8 / Avg: 3937.57 / Max: 3940.081. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215SE +/- 0.38, N = 12SE +/- 0.29, N = 15SE +/- 0.01, N = 310.1110.6311.32MIN: 7.54MIN: 7.64-lpthread - MIN: 10.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.043691215Min: 8.35 / Avg: 10.11 / Max: 11.42Min: 8.52 / Avg: 10.63 / Max: 11.45Min: 11.31 / Avg: 11.32 / Max: 11.341. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

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
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta306090120150Min: 141.98 / Avg: 143.36 / Max: 144.7Min: 143.48 / Avg: 144.33 / Max: 144.76Min: 151.66 / Avg: 152.54 / Max: 153.11. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta1428425670SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.56, N = 361.8062.0263.84
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta1224364860Min: 61.71 / Avg: 61.8 / Max: 61.87Min: 61.58 / Avg: 62.02 / Max: 62.39Min: 62.76 / Avg: 63.84 / Max: 64.67

VOSK Speech Recognition Toolkit

VOSK is an open-source offline speech recognition API/toolkit. VOSK supports speech recognition in 17 languages and has a variety of models available and interfaces for different programming languages. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04510152025SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 322.6122.7922.79
OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04510152025Min: 22.54 / Avg: 22.61 / Max: 22.73Min: 22.63 / Avg: 22.79 / Max: 23.02Min: 22.55 / Avg: 22.79 / Max: 23.13

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04Fedora Workstation 35 BetaUbuntu 21.10 3Oct2004006008001000SE +/- 2.94, N = 3SE +/- 1.30, N = 3SE +/- 3.29, N = 3910.27840.95830.531. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Ubuntu 21.04Fedora Workstation 35 BetaUbuntu 21.10 3Oct160320480640800Min: 904.8 / Avg: 910.27 / Max: 914.89Min: 838.35 / Avg: 840.95 / Max: 842.27Min: 825.64 / Avg: 830.53 / Max: 836.81. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

libjpeg-turbo tjbench

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta50100150200250SE +/- 0.31, N = 3SE +/- 1.26, N = 3SE +/- 1.71, N = 9213.40211.82205.88-lm1. (CC) gcc options: -O3 -rdynamic
OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta4080120160200Min: 213.03 / Avg: 213.4 / Max: 214.01Min: 209.48 / Avg: 211.82 / Max: 213.79Min: 197.48 / Avg: 205.88 / Max: 212.121. (CC) gcc options: -O3 -rdynamic

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta0.11950.2390.35850.4780.5975SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 40.5310.5170.511-pthread1. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta246810Min: 0.53 / Avg: 0.53 / Max: 0.54Min: 0.51 / Avg: 0.52 / Max: 0.52Min: 0.5 / Avg: 0.51 / Max: 0.531. (CXX) g++ options: -O3

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04120K240K360K480K600KSE +/- 10356.89, N = 15SE +/- 10214.32, N = 15SE +/- 1960.25, N = 3500721501487555756
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04100K200K300K400K500KMin: 442419 / Avg: 500721.47 / Max: 561928Min: 441966 / Avg: 501486.53 / Max: 556021Min: 553654 / Avg: 555756 / Max: 559673

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Fedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.042M4M6M8M10MSE +/- 64300.38, N = 12SE +/- 58639.08, N = 12SE +/- 3351.70, N = 3724633473005417922103
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Fedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.041.4M2.8M4.2M5.6M7MMin: 6925500 / Avg: 7246334.17 / Max: 7511380Min: 7024870 / Avg: 7300540.83 / Max: 7503820Min: 7916070 / Avg: 7922103.33 / Max: 7927650

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0490K180K270K360K450KSE +/- 7135.73, N = 15SE +/- 15061.06, N = 15SE +/- 3526.32, N = 3373786386969397522
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0470K140K210K280K350KMin: 336830 / Avg: 373786.2 / Max: 410487Min: 333129 / Avg: 386969.07 / Max: 561313Min: 390474 / Avg: 397522.33 / Max: 401260

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.0480K160K240K320K400KSE +/- 9967.63, N = 15SE +/- 8308.25, N = 15SE +/- 2735.04, N = 3342164345696369568
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.0460K120K180K240K300KMin: 297282 / Avg: 342163.73 / Max: 381987Min: 303093 / Avg: 345695.67 / Max: 380855Min: 364100 / Avg: 369568.33 / Max: 372422

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0480K160K240K320K400KSE +/- 8800.34, N = 15SE +/- 7336.79, N = 15SE +/- 2847.84, N = 3338530340298364563
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0460K120K180K240K300KMin: 301630 / Avg: 338530 / Max: 374963Min: 308163 / Avg: 340298.13 / Max: 371613Min: 358868 / Avg: 364563.33 / Max: 367466

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041.5M3M4.5M6M7.5MSE +/- 89429.31, N = 3SE +/- 56667.61, N = 12SE +/- 10042.46, N = 3661078766221977221400
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Ubuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.041.3M2.6M3.9M5.2M6.5MMin: 6443890 / Avg: 6610786.67 / Max: 6749930Min: 6342700 / Avg: 6622196.67 / Max: 6823150Min: 7202810 / Avg: 7221400 / Max: 7237280

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: 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
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta80160240320400Min: 450.31 / Avg: 451.22 / Max: 452.88Min: 451.97 / Avg: 452.7 / Max: 453.6Min: 456.27 / Avg: 457.07 / Max: 458.64

NeatBench

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.043691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 313.413.413.4
OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.0448121620Min: 13.3 / Avg: 13.37 / Max: 13.4Min: 13.4 / Avg: 13.4 / Max: 13.4Min: 13.3 / Avg: 13.43 / Max: 13.6

Natron

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

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.040.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.02, N = 12SE +/- 0.00, N = 30.70.70.7
OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: SpaceshipFedora Workstation 35 BetaUbuntu 21.10 3OctUbuntu 21.04246810Min: 0.7 / Avg: 0.7 / Max: 0.7Min: 0.6 / Avg: 0.65 / Max: 0.7Min: 0.7 / Avg: 0.7 / Max: 0.7

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyFedora Workstation 35 BetaUbuntu 21.04Ubuntu 21.10 3Oct20040060080010001071.111073.871076.96

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta130260390520650579.73594.98605.48

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04918273645SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 337.6939.4341.031. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04918273645Min: 37.46 / Avg: 37.69 / Max: 37.94Min: 39.37 / Avg: 39.43 / Max: 39.54Min: 40.94 / Avg: 41.03 / Max: 41.121. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta2004006008001000SE +/- 2.27, N = 3SE +/- 0.88, N = 3SE +/- 1.27, N = 3888.4893.2903.81. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta160320480640800Min: 885.6 / Avg: 888.4 / Max: 892.9Min: 892 / Avg: 893.17 / Max: 894.9Min: 901.3 / Avg: 903.83 / Max: 905.21. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04306090120150SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 31151121091. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.0420406080100Min: 114 / Avg: 114.67 / Max: 115Min: 110 / Avg: 111.67 / Max: 113Min: 108 / Avg: 109 / Max: 1101. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta20406080100SE +/- 0.67, N = 3SE +/- 0.14, N = 3SE +/- 0.60, N = 399.8196.1294.441. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta20406080100Min: 98.58 / Avg: 99.81 / Max: 100.86Min: 95.85 / Avg: 96.12 / Max: 96.32Min: 93.3 / Avg: 94.44 / Max: 95.341. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.044080120160200SE +/- 0.33, N = 3SE +/- 1.00, N = 31601431341. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.10 3OctFedora Workstation 35 BetaUbuntu 21.04306090120150Min: 159 / Avg: 159.67 / Max: 160Min: 142 / Avg: 143 / Max: 1451. Ubuntu 21.10 3Oct: firefox 92.0.12. Fedora Workstation 35 Beta: firefox 92.0.13. Ubuntu 21.04: firefox 92.0

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta6001200180024003000SE +/- 1.00, N = 3SE +/- 2.85, N = 3SE +/- 1.00, N = 32929294229481. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.10 3OctUbuntu 21.04Fedora Workstation 35 Beta5001000150020002500Min: 2928 / Avg: 2929 / Max: 2931Min: 2939 / Avg: 2942.33 / Max: 2948Min: 2947 / Avg: 2948 / Max: 29501. Ubuntu 21.10 3Oct: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Fedora Workstation 35 Beta: firefox 92.0.1

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
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 21.04Ubuntu 21.10 3OctFedora Workstation 35 Beta612182430Min: 27.2 / Avg: 27.43 / Max: 27.6Min: 27.5 / Avg: 27.87 / Max: 28.2Min: 27.2 / Avg: 28.01 / Max: 30.31. Ubuntu 21.04: firefox 92.02. Ubuntu 21.10 3Oct: firefox 92.0.13. Fedora Workstation 35 Beta: firefox 92.0.1

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxFedora Workstation 35 BetaUbuntu 21.04Ubuntu 21.10 3Oct70140210280350SE +/- 0.44, N = 3SE +/- 4.02, N = 3SE +/- 3.64, N = 3334.7341.1342.61. Fedora Workstation 35 Beta: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Ubuntu 21.10 3Oct: firefox 92.0.1
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxFedora Workstation 35 BetaUbuntu 21.04Ubuntu 21.10 3Oct60120180240300Min: 334 / Avg: 334.67 / Max: 335.5Min: 334.7 / Avg: 341.07 / Max: 348.5Min: 335.5 / Avg: 342.63 / Max: 347.51. Fedora Workstation 35 Beta: firefox 92.0.12. Ubuntu 21.04: firefox 92.03. Ubuntu 21.10 3Oct: firefox 92.0.1

64 Results Shown

ET: Legacy
Tesseract
Warsow
GLmark2
LeelaChessZero:
  BLAS
  Eigen
NAMD
WebP Image Encode:
  Quality 100, Lossless
  Quality 100, Highest Compression
LibRaw
dav1d
OSPray:
  San Miguel - SciVis
  San Miguel - Path Tracer
  Magnetic Reconnection - SciVis
  Magnetic Reconnection - Path Tracer
AOM AV1
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
SVT-AV1
SVT-HEVC
SVT-VP9
VP9 libvpx Encoding
x265
Intel Open Image Denoise
Stockfish
libavif avifenc:
  6
  6, Lossless
Timed Apache Compilation
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation
Timed Mesa Compilation
oneDNN:
  IP Shapes 1D - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_1d - bf16bf16bf16 - CPU
  Deconvolution Batch shapes_3d - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
Timed Wasmer Compilation
DeepSpeech
VOSK Speech Recognition Toolkit
Google SynthMark
libjpeg-turbo tjbench
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
Blender
NeatBench
Natron
Appleseed:
  Emily
  Disney Material
  Material Tester
Selenium:
  ARES-6 - Firefox
  Kraken - Firefox
  StyleBench - Firefox
  Jetstream 2 - Firefox
  Speedometer - Firefox
  PSPDFKit WASM - Firefox
  WASM imageConvolute - Firefox
  WASM collisionDetection - Firefox

Ubuntu 21.04

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 21.04, Kernel: 5.11.0-34-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.0.3, Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.3
Python Notes: Python 3.9.5
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 2 October 2021 14:57 by user phoronix.

Ubuntu 21.10 3Oct

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 21.10, Kernel: 5.13.0-16-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.2, Vulkan: 1.2.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6
Python Notes: Python 3.9.7
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 3 October 2021 07:09 by user phoronix.

Fedora Workstation 35 Beta

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Fedora Linux 35, Kernel: 5.14.9-300.fc35.x86_64 (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.3, Compiler: GCC 11.2.1 20210728, File-System: btrfs, Screen Resolution: 1920x1200

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: DEBUGINFOD_URLS="https://debuginfod.fedoraproject.org/ https://debuginfod.fedoraproject.org/"
Compiler Notes: --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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x88 - Thermald 2.4.6
Python Notes: Python 3.10.0rc2
Security Notes: 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

Testing initiated at 4 October 2021 08:22 by user phoronix.