Intel Core i9-11900K testing of Ubuntu 21.04/21.10 by Michael Larabel for a future article.
Ubuntu 21.04 Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (0707 BIOS), Chipset: Intel Device 43ef, Memory: 32GB, Disk: 2000GB Corsair Force MP600, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: Intel Device 43c8, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Device 2725
OS: Ubuntu 21.04, Kernel: 5.11.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.0.3 (LLVM 12.0.0), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler 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 -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.3Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)Python Notes: Python 3.9.5Security 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 Dev Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (0707 BIOS), Chipset: Intel Tiger Lake-H , Memory: 32GB, Disk: 2000GB Corsair Force MP600, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: Intel Tiger Lake-H HD Audio , Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.1.4 (LLVM 12.0.1), Vulkan: 1.2.168, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler 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-oNewfI/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-oNewfI/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 -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)Python Notes: Python 3.9.7Security 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 21.04 vs. 21.10 On Intel Rocket Lake Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution Ubuntu 21.04 Ubuntu 21.10 Dev Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads) ASUS ROG MAXIMUS XIII HERO (0707 BIOS) Intel Device 43ef 32GB 2000GB Corsair Force MP600 AMD Radeon VII 16GB (1801/1000MHz) Intel Device 43c8 ASUS MG28U 2 x Intel I225-V + Intel Device 2725 Ubuntu 21.04 5.11.0-31-generic (x86_64) GNOME Shell 3.38.4 X Server + Wayland 4.6 Mesa 21.0.3 (LLVM 12.0.0) 1.2.145 GCC 10.3.0 ext4 3840x2160 Intel Tiger Lake-H Intel Tiger Lake-H HD Audio 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 Ubuntu 21.10 5.13.0-14-generic (x86_64) GNOME Shell 40.2 4.6 Mesa 21.1.4 (LLVM 12.0.1) 1.2.168 GCC 11.2.0 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler 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 Dev: --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-oNewfI/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-oNewfI/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 Disk Details - NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Ubuntu 21.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.3 - Ubuntu 21.10 Dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6 Java Details - Ubuntu 21.04: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2) - Ubuntu 21.10 Dev: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3) Python Details - Ubuntu 21.04: Python 3.9.5 - Ubuntu 21.10 Dev: Python 3.9.7 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Ubuntu 21.04 vs. Ubuntu 21.10 Dev Comparison Phoronix Test Suite Baseline +3.4% +3.4% +6.8% +6.8% +10.2% +10.2% +13.6% +13.6% 13.7% 9.5% 8.9% 8.5% 7.6% 6.4% 6% 5.7% 4.5% 4.4% 4.3% 4.1% 4% 4% 3.4% 3.4% 3% 2.8% 2.7% 2.5% 2.5% 2.5% 2.4% 2.4% 2.2% 2.1% 2.1% mobilenetV3 P.B.S SqueezeNetV1.0 Reactor VoiceMark_100 7.3% resnet-v2-50 json_loads python_startup 3840 x 2160 5.5% 4.F.3.S.D.1.S 5.2% MobileNetV2_224 1.F.1.S 4.5% mobilenet-v1-1.0 inception-v3 super-resolution-10 - OpenMP CPU Time To Compile squeezenetv1.1 Time To Compile 3.8% 3840 x 2160 3840 x 2160 - Medium 3840 x 2160 - High raytrace 3% Eigen 2.9% v.S regex_compile 2.8% Preset 8 - Bosphorus 4K 8, Long Mode - Compression Speed 2.6% pickle_pure_python 2.5% 3840 x 2160 3840 x 2160 - Ultra C2670 19, Long Mode - D.S OpenGL - 3840 x 2160 - Medium ATPase Simulation - 327,506 Atoms 2.3% P.P.A.S.T Timed Time - Size 1,000 2.1% BLAS 2.1% 8, Long Mode - D.S Preset 4 - Bosphorus 4K django_template 2% QuantLib Mobile Neural Network PHPBench Mobile Neural Network Java Gradle Build Google SynthMark Mobile Neural Network PyPerformance PyPerformance GLmark2 FS-Mark Mobile Neural Network FS-Mark Mobile Neural Network Mobile Neural Network ONNX Runtime Timed Godot Game Engine Compilation Mobile Neural Network Timed Linux Kernel Compilation Tesseract Unvanquished Unvanquished PyPerformance LeelaChessZero OpenVKL PyPerformance SVT-AV1 Zstd Compression PyPerformance ET: Legacy Unvanquished Ngspice Zstd Compression Basemark GPU NAMD Hugin SQLite Speedtest LeelaChessZero Zstd Compression SVT-AV1 PyPerformance Ubuntu 21.04 Ubuntu 21.10 Dev
Ubuntu 21.04 vs. 21.10 On Intel Rocket Lake fs-mark: 1000 Files, 1MB Size fs-mark: 5000 Files, 1MB Size, 4 Threads fs-mark: 4000 Files, 32 Sub Dirs, 1MB Size dav1d: Summer Nature 4K dav1d: Chimera 1080p 10-bit ospray: San Miguel - SciVis ospray: XFrog Forest - SciVis ospray: San Miguel - Path Tracer ospray: NASA Streamlines - SciVis ospray: XFrog Forest - Path Tracer ospray: Magnetic Reconnection - SciVis ospray: NASA Streamlines - Path Tracer ospray: Magnetic Reconnection - Path Tracer basemark: OpenGL - 3840 x 2160 - High basemark: Vulkan - 3840 x 2160 - High basemark: OpenGL - 3840 x 2160 - Medium basemark: Vulkan - 3840 x 2160 - Medium natron: Spaceship gravitymark: 3840 x 2160 - OpenGL gravitymark: 3840 x 2160 - Vulkan etlegacy: 3840 x 2160 tesseract: 3840 x 2160 unvanquished: 3840 x 2160 - High unvanquished: 3840 x 2160 - Ultra unvanquished: 3840 x 2160 - Medium warsow: 3840 x 2160 embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer ISPC - Asian Dragon svt-av1: Preset 4 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 4K oidn: RT.hdr_alb_nrm.3840x2160 oidn: RT.ldr_alb_nrm.3840x2160 oidn: RTLightmap.hdr.4096x4096 onnx: yolov4 - OpenMP CPU onnx: bertsquad-10 - OpenMP CPU onnx: fcn-resnet101-11 - OpenMP CPU onnx: shufflenet-v2-10 - OpenMP CPU onnx: super-resolution-10 - OpenMP CPU openvkl: vklBenchmark ISPC openvkl: vklBenchmark Scalar indigobench: CPU - Bedroom indigobench: CPU - Supercar compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed compress-zstd: 8, Long Mode - Compression Speed compress-zstd: 8, Long Mode - Decompression Speed compress-zstd: 19, Long Mode - Compression Speed compress-zstd: 19, Long Mode - Decompression Speed quantlib: lczero: BLAS lczero: Eigen stockfish: Total Time gromacs: MPI CPU - water_GMX50_bare selenium: StyleBench - Firefox selenium: Speedometer - Firefox glmark2: 3840 x 2160 phpbench: PHP Benchmark Suite selenium: Jetstream 2 - Firefox brl-cad: VGR Performance Metric synthmark: VoiceMark_100 v-ray: CPU namd: ATPase Simulation - 327,506 Atoms pybench: Total For Average Test Times pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: float pyperformance: nbody pyperformance: pathlib pyperformance: raytrace pyperformance: json_loads pyperformance: crypto_pyaes pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 tnn: CPU - DenseNet tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v2 tnn: CPU - SqueezeNet v1.1 selenium: WASM imageConvolute - Firefox selenium: WASM collisionDetection - Firefox dolfyn: Computational Fluid Dynamics java-gradle-perf: Reactor build-gcc: Time To Compile build-godot: Time To Compile build-linux-kernel: Time To Compile build-mesa: Time To Compile yafaray: Total Time For Sample Scene ngspice: C2670 ngspice: C7552 tachyon: Total Time sqlite-speedtest: Timed Time - Size 1,000 hugin: Panorama Photo Assistant + Stitching Time ocrmypdf: Processing 60 Page PDF Document rawtherapee: Total Benchmark Time blender: BMW27 - CPU-Only blender: Classroom - CPU-Only blender: Fishy Cat - CPU-Only blender: Barbershop - CPU-Only blender: Pabellon Barcelona - CPU-Only appleseed: Emily appleseed: Disney Material appleseed: Material Tester Ubuntu 21.04 Ubuntu 21.10 Dev 486.5 1222.6 478.0 200.62 525.36 21.74 3.32 1.62 25 1.74 20.83 4.54 333.33 99.10 99.70 339.44 447.16 3.2 68.5 80.7 675.9 488.1339 362.7 359.5 366.1 480.3 12.6889 14.6207 14.0883 16.5532 1.730 19.057 0.44 0.44 0.21 497 1021 101 32624 7897 112 36 2.086 4.830 194.8 5282.0 34.8 4591.1 312.5 5604.5 32.9 4631.2 3487.0 533 1083 28700309 1.005 131 155.6 4108 1132539 112.359 158076 1007.73 12201 1.29418 641 162 207 65.3 73.4 72.4 11.4 299 15.9 65.0 108 6.31 30.7 275 1.094 2.388 19.139 3.948 2.028 1.864 25.738 2686.206 249.416 48.332 236.799 22.2 304.6 13.364 183.200 859.496 109.557 74.388 44.155 121.135 96.084 77.414 72.9327 40.088 36.080 15.083 51.727 132.85 399.28 182.15 549.53 444.79 324.42862 183.312524 175.645824 465.5 1216.4 454.5 198.39 519.11 21.74 3.33 1.62 25 1.74 20.83 4.56 333.33 99.20 99.87 347.60 450.92 3.2 69.1 81.2 693.1 504.8633 373.7 368.6 378.6 485.6 12.7032 14.6340 14.1448 16.4100 1.766 19.581 0.44 0.44 0.21 496 1030 102 32559 8221 112 37 2.088 4.846 193.1 5348.7 35.1 4646.2 304.5 5721.9 33.0 4743.5 3964.8 522 1052 29053361 1.009 133 157.8 3892 1233034 113.910 157423 939.303 12389 1.32438 647 163 210 65.6 73.4 73.4 11.3 308 15.0 64.7 111 5.97 31.3 282 0.999 2.297 17.992 3.638 1.940 1.786 24.682 2692.054 251.499 48.818 236.672 22.1 303.0 13.429 170.201 868.845 105.315 77.242 44.838 93.755 77.137 74.0430 40.936 35.289 15.334 51.267 132.55 397.94 182.02 548.66 443.72 323.93418 182.228566 175.280194 OpenBenchmarking.org
OpenBenchmarking.org Files/s, More Is Better FS-Mark 3.3 Test: 5000 Files, 1MB Size, 4 Threads Ubuntu 21.10 Dev Ubuntu 21.04 300 600 900 1200 1500 SE +/- 11.82, N = 3 SE +/- 4.55, N = 3 1216.4 1222.6
OpenBenchmarking.org Files/s, More Is Better FS-Mark 3.3 Test: 4000 Files, 32 Sub Dirs, 1MB Size Ubuntu 21.10 Dev Ubuntu 21.04 100 200 300 400 500 SE +/- 5.49, N = 3 SE +/- 5.24, N = 4 454.5 478.0
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.org FPS, More Is Better dav1d 0.9.2 Video Input: Summer Nature 4K Ubuntu 21.10 Dev Ubuntu 21.04 40 80 120 160 200 SE +/- 0.23, N = 3 SE +/- 0.23, N = 3 198.39 200.62 MIN: 184.33 / MAX: 212.48 MIN: 187.57 / MAX: 215.13 1. (CC) gcc options: -pthread -lm
OpenBenchmarking.org FPS, More Is Better dav1d 0.9.2 Video Input: Chimera 1080p 10-bit Ubuntu 21.10 Dev Ubuntu 21.04 110 220 330 440 550 SE +/- 0.47, N = 3 SE +/- 0.70, N = 3 519.11 525.36 MIN: 415.34 / MAX: 829.01 MIN: 421.46 / MAX: 830.47 1. (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.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis Ubuntu 21.10 Dev Ubuntu 21.04 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 21.74 21.74 MIN: 20.41 MIN: 20.83
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis Ubuntu 21.10 Dev Ubuntu 21.04 0.7493 1.4986 2.2479 2.9972 3.7465 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 3.33 3.32 MIN: 3.22 / MAX: 3.39 MIN: 3.23 / MAX: 3.38
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer Ubuntu 21.10 Dev Ubuntu 21.04 0.3645 0.729 1.0935 1.458 1.8225 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.62 1.62 MIN: 1.61 / MAX: 1.63 MIN: 1.6 / MAX: 1.63
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis Ubuntu 21.10 Dev Ubuntu 21.04 6 12 18 24 30 SE +/- 0.00, N = 3 25 25 MIN: 23.81 / MAX: 25.64 MIN: 24.39 / MAX: 25.64
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer Ubuntu 21.10 Dev Ubuntu 21.04 0.3915 0.783 1.1745 1.566 1.9575 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.74 1.74 MIN: 1.67 / MAX: 1.78 MIN: 1.66 / MAX: 1.79
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis Ubuntu 21.10 Dev Ubuntu 21.04 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 20.83 20.83 MIN: 20 / MAX: 21.28 MIN: 20 / MAX: 21.28
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer Ubuntu 21.10 Dev Ubuntu 21.04 1.026 2.052 3.078 4.104 5.13 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.56 4.54 MIN: 4.46 / MAX: 4.76 MIN: 4.44 / MAX: 4.76
OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer Ubuntu 21.10 Dev Ubuntu 21.04 70 140 210 280 350 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 333.33 333.33 MIN: 250 MIN: 250
Basemark GPU This is a benchmark of Basemark GPU. For this test profile to work, you must have a valid license/copy of BasemarkGPU in your Phoronix Test Suite download cache. This test profile simply automates the execution of BasemarkGPU and you must already have the Windows .zip or Linux .tar.gz in the download cache. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org FPS, More Is Better Basemark GPU 1.2 Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: High Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 99.20 99.10 MIN: 71.23 / MAX: 197.75 MIN: 69.8 / MAX: 200.44
OpenBenchmarking.org FPS, More Is Better Basemark GPU 1.2 Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: High Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 99.87 99.70 MIN: 69.41 / MAX: 148.97 MIN: 82.44 / MAX: 143.08
OpenBenchmarking.org FPS, More Is Better Basemark GPU 1.2 Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: Medium Ubuntu 21.10 Dev Ubuntu 21.04 80 160 240 320 400 SE +/- 0.99, N = 3 SE +/- 0.48, N = 3 347.60 339.44 MIN: 136.23 / MAX: 1860.86 MIN: 135.61 / MAX: 1765.16
OpenBenchmarking.org FPS, More Is Better Basemark GPU 1.2 Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: Medium Ubuntu 21.10 Dev Ubuntu 21.04 100 200 300 400 500 SE +/- 2.20, N = 3 SE +/- 1.25, N = 3 450.92 447.16 MIN: 206.65 / MAX: 1442.72 MIN: 216.74 / MAX: 771.08
GravityMark GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPus and render hundreds of thousands of objects in real-time all using GPU acceleration. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better GravityMark 1.2 Resolution: 3840 x 2160 - Renderer: OpenGL Ubuntu 21.10 Dev Ubuntu 21.04 15 30 45 60 75 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 69.1 68.5
OpenBenchmarking.org Frames Per Second, More Is Better GravityMark 1.2 Resolution: 3840 x 2160 - Renderer: Vulkan Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 81.2 80.7
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.org Frames Per Second, More Is Better ET: Legacy 2.77 Resolution: 3840 x 2160 Ubuntu 21.10 Dev Ubuntu 21.04 150 300 450 600 750 SE +/- 1.78, N = 3 SE +/- 1.15, N = 3 693.1 675.9
Unvanquished Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source game. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.52.1 Resolution: 3840 x 2160 - Effects Quality: High Ubuntu 21.10 Dev Ubuntu 21.04 80 160 240 320 400 SE +/- 1.10, N = 3 SE +/- 0.98, N = 3 373.7 362.7
OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.52.1 Resolution: 3840 x 2160 - Effects Quality: Ultra Ubuntu 21.10 Dev Ubuntu 21.04 80 160 240 320 400 SE +/- 0.80, N = 3 SE +/- 0.23, N = 3 368.6 359.5
OpenBenchmarking.org Frames Per Second, More Is Better Unvanquished 0.52.1 Resolution: 3840 x 2160 - Effects Quality: Medium Ubuntu 21.10 Dev Ubuntu 21.04 80 160 240 320 400 SE +/- 0.44, N = 3 SE +/- 1.13, N = 3 378.6 366.1
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.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Crown Ubuntu 21.10 Dev Ubuntu 21.04 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 12.70 12.69 MIN: 12.55 / MAX: 13.03 MIN: 12.57 / MAX: 13.02
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Ubuntu 21.10 Dev Ubuntu 21.04 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 14.63 14.62 MIN: 14.37 / MAX: 15.19 MIN: 14.39 / MAX: 15.15
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer - Model: Asian Dragon Ubuntu 21.10 Dev Ubuntu 21.04 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 14.14 14.09 MIN: 13.98 / MAX: 14.46 MIN: 13.87 / MAX: 14.36
OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Ubuntu 21.10 Dev Ubuntu 21.04 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 16.41 16.55 MIN: 16.29 / MAX: 16.76 MIN: 16.28 / MAX: 17.05
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.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 4 - Input: Bosphorus 4K Ubuntu 21.10 Dev Ubuntu 21.04 0.3974 0.7948 1.1922 1.5896 1.987 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 1.766 1.730 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Ubuntu 21.10 Dev Ubuntu 21.04 5 10 15 20 25 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 19.58 19.06 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
ONNX Runtime ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU Ubuntu 21.10 Dev Ubuntu 21.04 110 220 330 440 550 SE +/- 1.42, N = 3 SE +/- 0.58, N = 3 496 497 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU Ubuntu 21.10 Dev Ubuntu 21.04 200 400 600 800 1000 SE +/- 2.02, N = 3 SE +/- 7.25, N = 3 1030 1021 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: fcn-resnet101-11 - Device: OpenMP CPU Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.17, N = 3 102 101 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: shufflenet-v2-10 - Device: OpenMP CPU Ubuntu 21.10 Dev Ubuntu 21.04 7K 14K 21K 28K 35K SE +/- 40.31, N = 3 SE +/- 32.16, N = 3 32559 32624 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.8.2 Model: super-resolution-10 - Device: OpenMP CPU Ubuntu 21.10 Dev Ubuntu 21.04 2K 4K 6K 8K 10K SE +/- 5.01, N = 3 SE +/- 33.11, N = 3 8221 7897 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenVKL OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark ISPC Ubuntu 21.10 Dev Ubuntu 21.04 30 60 90 120 150 SE +/- 0.88, N = 3 SE +/- 1.00, N = 3 112 112 MIN: 9 / MAX: 1119 MIN: 9 / MAX: 1115
OpenBenchmarking.org Items / Sec, More Is Better OpenVKL 1.0 Benchmark: vklBenchmark Scalar Ubuntu 21.10 Dev Ubuntu 21.04 9 18 27 36 45 SE +/- 0.00, N = 3 37 36 MIN: 3 / MAX: 625 MIN: 3 / MAX: 627
OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Ubuntu 21.10 Dev Ubuntu 21.04 1.0904 2.1808 3.2712 4.3616 5.452 SE +/- 0.001, N = 3 SE +/- 0.008, N = 3 4.846 4.830
Zstd Compression This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Compression Speed Ubuntu 21.10 Dev Ubuntu 21.04 40 80 120 160 200 SE +/- 0.12, N = 3 SE +/- 0.09, N = 3 193.1 194.8 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Decompression Speed Ubuntu 21.10 Dev Ubuntu 21.04 1100 2200 3300 4400 5500 SE +/- 1.59, N = 3 SE +/- 8.50, N = 3 5348.7 5282.0 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Compression Speed Ubuntu 21.10 Dev Ubuntu 21.04 8 16 24 32 40 SE +/- 0.43, N = 4 SE +/- 0.19, N = 3 35.1 34.8 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Decompression Speed Ubuntu 21.10 Dev Ubuntu 21.04 1000 2000 3000 4000 5000 SE +/- 39.34, N = 4 SE +/- 7.28, N = 3 4646.2 4591.1 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Compression Speed Ubuntu 21.10 Dev Ubuntu 21.04 70 140 210 280 350 SE +/- 2.41, N = 3 SE +/- 3.22, N = 3 304.5 312.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8, Long Mode - Decompression Speed Ubuntu 21.10 Dev Ubuntu 21.04 1200 2400 3600 4800 6000 SE +/- 1.82, N = 3 SE +/- 4.83, N = 3 5721.9 5604.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Compression Speed Ubuntu 21.10 Dev Ubuntu 21.04 8 16 24 32 40 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 33.0 32.9 1. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19, Long Mode - Decompression Speed Ubuntu 21.10 Dev Ubuntu 21.04 1000 2000 3000 4000 5000 SE +/- 8.05, N = 3 SE +/- 12.27, N = 3 4743.5 4631.2 1. (CC) gcc options: -O3 -pthread -lz -llzma
QuantLib QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org MFLOPS, More Is Better QuantLib 1.21 Ubuntu 21.10 Dev Ubuntu 21.04 900 1800 2700 3600 4500 SE +/- 33.51, N = 8 SE +/- 38.66, N = 4 3964.8 3487.0 1. (CXX) g++ options: -O3 -march=native -rdynamic
OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.28 Backend: Eigen Ubuntu 21.10 Dev Ubuntu 21.04 200 400 600 800 1000 SE +/- 9.50, N = 3 SE +/- 2.33, N = 3 1052 1083 1. (CXX) g++ options: -flto -pthread
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.org Nodes Per Second, More Is Better Stockfish 13 Total Time Ubuntu 21.10 Dev Ubuntu 21.04 6M 12M 18M 24M 30M SE +/- 302602.02, N = 4 SE +/- 165257.01, N = 3 29053361 28700309 1. (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
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.org Ns Per Day, More Is Better GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ubuntu 21.10 Dev Ubuntu 21.04 0.227 0.454 0.681 0.908 1.135 SE +/- 0.001, N = 3 SE +/- 0.005, N = 3 1.009 1.005 -pthread 1. (CXX) g++ options: -O3
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.org Runs / Minute, More Is Better Selenium Benchmark: StyleBench - Browser: Firefox Ubuntu 21.10 Dev Ubuntu 21.04 30 60 90 120 150 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 133 131 1. Ubuntu 21.10 Dev: firefox 92.0 2. Ubuntu 21.04: firefox 91.0.2
OpenBenchmarking.org Runs Per Minute, More Is Better Selenium Benchmark: Speedometer - Browser: Firefox Ubuntu 21.10 Dev Ubuntu 21.04 30 60 90 120 150 SE +/- 0.93, N = 3 SE +/- 0.31, N = 3 157.8 155.6 1. Ubuntu 21.10 Dev: firefox 92.0 2. Ubuntu 21.04: firefox 91.0.2
PHPBench PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 21.10 Dev Ubuntu 21.04 300K 600K 900K 1200K 1500K SE +/- 6530.34, N = 3 SE +/- 4137.01, N = 3 1233034 1132539
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.
Benchmark: Kraken - Browser: Firefox
Ubuntu 21.04: ERROR: test_untitled_test_case (__main__.UntitledTestCase)
Ubuntu 21.10 Dev: ERROR: test_untitled_test_case (__main__.UntitledTestCase)
OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Firefox Ubuntu 21.10 Dev Ubuntu 21.04 30 60 90 120 150 SE +/- 0.42, N = 3 SE +/- 1.58, N = 3 113.91 112.36 1. Ubuntu 21.10 Dev: firefox 92.0 2. Ubuntu 21.04: firefox 91.0.2
Benchmark: PSPDFKit WASM - Browser: Firefox
Ubuntu 21.04: NameError: name 'StaleElementReferenceException' is not defined
Ubuntu 21.10 Dev: NameError: name 'StaleElementReferenceException' is not defined
BRL-CAD BRL-CAD is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.32.2 VGR Performance Metric Ubuntu 21.10 Dev Ubuntu 21.04 30K 60K 90K 120K 150K 157423 158076 -pthread 1. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm
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.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 Ubuntu 21.10 Dev Ubuntu 21.04 200 400 600 800 1000 SE +/- 7.99, N = 3 SE +/- 1.48, N = 2 939.30 1007.73 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
Chaos Group V-RAY This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org vsamples, More Is Better Chaos Group V-RAY 5 Mode: CPU Ubuntu 21.10 Dev Ubuntu 21.04 3K 6K 9K 12K 15K SE +/- 30.36, N = 3 SE +/- 145.12, N = 3 12389 12201
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.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Ubuntu 21.10 Dev Ubuntu 21.04 0.298 0.596 0.894 1.192 1.49 SE +/- 0.00329, N = 3 SE +/- 0.00175, N = 3 1.32438 1.29418
PyBench This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 21.10 Dev Ubuntu 21.04 140 280 420 560 700 SE +/- 3.53, N = 3 647 641
Mobile Neural Network MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 Ubuntu 21.10 Dev Ubuntu 21.04 0.2462 0.4924 0.7386 0.9848 1.231 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 0.999 1.094 MIN: 0.98 / MAX: 1.35 MIN: 1.07 / MAX: 22.73 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: squeezenetv1.1 Ubuntu 21.10 Dev Ubuntu 21.04 0.5373 1.0746 1.6119 2.1492 2.6865 SE +/- 0.011, N = 3 SE +/- 0.009, N = 3 2.297 2.388 MIN: 2.27 / MAX: 10.29 MIN: 2.36 / MAX: 4.39 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: resnet-v2-50 Ubuntu 21.10 Dev Ubuntu 21.04 5 10 15 20 25 SE +/- 0.14, N = 3 SE +/- 0.07, N = 3 17.99 19.14 MIN: 17.76 / MAX: 45.98 MIN: 18.91 / MAX: 19.9 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: SqueezeNetV1.0 Ubuntu 21.10 Dev Ubuntu 21.04 0.8883 1.7766 2.6649 3.5532 4.4415 SE +/- 0.058, N = 3 SE +/- 0.006, N = 3 3.638 3.948 MIN: 3.55 / MAX: 5.83 MIN: 3.87 / MAX: 11.77 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: MobileNetV2_224 Ubuntu 21.10 Dev Ubuntu 21.04 0.4563 0.9126 1.3689 1.8252 2.2815 SE +/- 0.003, N = 3 SE +/- 0.012, N = 3 1.940 2.028 MIN: 1.92 / MAX: 2.25 MIN: 1.99 / MAX: 2.57 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 Ubuntu 21.10 Dev Ubuntu 21.04 0.4194 0.8388 1.2582 1.6776 2.097 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 1.786 1.864 MIN: 1.77 / MAX: 2.07 MIN: 1.84 / MAX: 9.65 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: inception-v3 Ubuntu 21.10 Dev Ubuntu 21.04 6 12 18 24 30 SE +/- 0.13, N = 3 SE +/- 0.21, N = 3 24.68 25.74 MIN: 24.47 / MAX: 32.1 MIN: 25.41 / MAX: 33.4 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
TNN TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: DenseNet Ubuntu 21.10 Dev Ubuntu 21.04 600 1200 1800 2400 3000 SE +/- 3.02, N = 3 SE +/- 0.59, N = 3 2692.05 2686.21 MIN: 2647.29 / MAX: 2773.67 MIN: 2638.94 / MAX: 2764.85 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: MobileNet v2 Ubuntu 21.10 Dev Ubuntu 21.04 50 100 150 200 250 SE +/- 0.30, N = 3 SE +/- 0.11, N = 3 251.50 249.42 MIN: 249.25 / MAX: 254.45 MIN: 247.58 / MAX: 258.74 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v2 Ubuntu 21.10 Dev Ubuntu 21.04 11 22 33 44 55 SE +/- 0.32, N = 3 SE +/- 0.15, N = 3 48.82 48.33 MIN: 47.6 / MAX: 50.78 MIN: 47.7 / MAX: 49.17 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.org ms, Fewer Is Better TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 Ubuntu 21.10 Dev Ubuntu 21.04 50 100 150 200 250 SE +/- 0.23, N = 3 SE +/- 0.07, N = 3 236.67 236.80 MIN: 234.49 / MAX: 238.49 MIN: 235.04 / MAX: 238.84 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
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.org ms, Fewer Is Better Selenium Benchmark: WASM imageConvolute - Browser: Firefox Ubuntu 21.10 Dev Ubuntu 21.04 5 10 15 20 25 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 22.1 22.2 1. Ubuntu 21.10 Dev: firefox 92.0 2. Ubuntu 21.04: firefox 91.0.2
OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: WASM collisionDetection - Browser: Firefox Ubuntu 21.10 Dev Ubuntu 21.04 70 140 210 280 350 SE +/- 0.07, N = 3 SE +/- 0.39, N = 3 303.0 304.6 1. Ubuntu 21.10 Dev: firefox 92.0 2. Ubuntu 21.04: firefox 91.0.2
Dolfyn Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics Ubuntu 21.10 Dev Ubuntu 21.04 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 13.43 13.36
YafaRay YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.5.1 Total Time For Sample Scene Ubuntu 21.04 30 60 90 120 150 SE +/- 0.29, N = 3 121.14 1. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
Total Time For Sample Scene
Ubuntu 21.10 Dev: ./yafaray: 2: ./Core-3.5.1/install/usr/local/bin/yafaray-xml: not found
Ngspice Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Ngspice 34 Circuit: C2670 Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.19, N = 3 SE +/- 0.14, N = 3 93.76 96.08 1. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE
OpenBenchmarking.org Seconds, Fewer Is Better Ngspice 34 Circuit: C7552 Ubuntu 21.10 Dev Ubuntu 21.04 20 40 60 80 100 SE +/- 0.23, N = 3 SE +/- 0.22, N = 3 77.14 77.41 1. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE
Hugin Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time Ubuntu 21.10 Dev Ubuntu 21.04 8 16 24 32 40 SE +/- 0.11, N = 3 SE +/- 0.24, N = 3 35.29 36.08
OCRMyPDF OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document Ubuntu 21.10 Dev Ubuntu 21.04 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.15, N = 6 15.33 15.08
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.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Ubuntu 21.10 Dev Ubuntu 21.04 30 60 90 120 150 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 132.55 132.85
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CPU-Only Ubuntu 21.10 Dev Ubuntu 21.04 90 180 270 360 450 SE +/- 0.08, N = 3 SE +/- 0.55, N = 3 397.94 399.28
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Fishy Cat - Compute: CPU-Only Ubuntu 21.10 Dev Ubuntu 21.04 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 182.02 182.15
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Ubuntu 21.10 Dev Ubuntu 21.04 120 240 360 480 600 SE +/- 0.14, N = 3 SE +/- 0.18, N = 3 548.66 549.53
OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only Ubuntu 21.10 Dev Ubuntu 21.04 100 200 300 400 500 SE +/- 0.44, N = 3 SE +/- 0.52, N = 3 443.72 444.79
Ubuntu 21.04 Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (0707 BIOS), Chipset: Intel Device 43ef, Memory: 32GB, Disk: 2000GB Corsair Force MP600, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: Intel Device 43c8, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Device 2725
OS: Ubuntu 21.04, Kernel: 5.11.0-31-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.0.3 (LLVM 12.0.0), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler 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 -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.3Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)Python Notes: Python 3.9.5Security 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 5 September 2021 08:06 by user pts.
Ubuntu 21.10 Dev Processor: Intel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG MAXIMUS XIII HERO (0707 BIOS), Chipset: Intel Tiger Lake-H, Memory: 32GB, Disk: 2000GB Corsair Force MP600, Graphics: AMD Radeon VII 16GB (1801/1000MHz), Audio: Intel Tiger Lake-H HD Audio, Monitor: ASUS MG28U, Network: 2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.1.4 (LLVM 12.0.1), Vulkan: 1.2.168, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler 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-oNewfI/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-oNewfI/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 -vDisk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)Python Notes: Python 3.9.7Security 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 5 September 2021 20:55 by user pts.