Ubuntu 21.04 vs. 21.10 On Intel Rocket Lake

Intel Core i9-11900K testing of Ubuntu 21.04/21.10 by Michael Larabel 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 2109065-PTS-UBUNTU2179
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Ubuntu 21.04
September 05 2021
  9 Hours, 21 Minutes
Ubuntu 21.10 Dev
September 05 2021
  8 Hours, 50 Minutes
Invert Behavior (Only Show Selected Data)
  9 Hours, 5 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

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: 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
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.3
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
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 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: 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-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 Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6
Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)
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

Ubuntu 21.04 vs. 21.10 On Intel Rocket LakeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.04Ubuntu 21.10 DevIntel Core i9-11900K @ 5.10GHz (8 Cores / 16 Threads)ASUS ROG MAXIMUS XIII HERO (0707 BIOS)Intel Device 43ef32GB2000GB Corsair Force MP600AMD Radeon VII 16GB (1801/1000MHz)Intel Device 43c8ASUS MG28U2 x Intel I225-V + Intel Device 2725Ubuntu 21.045.11.0-31-generic (x86_64)GNOME Shell 3.38.4X Server + Wayland4.6 Mesa 21.0.3 (LLVM 12.0.0)1.2.145GCC 10.3.0ext43840x2160Intel Tiger Lake-HIntel Tiger Lake-H HD Audio2 x Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 21.105.13.0-14-generic (x86_64)GNOME Shell 40.24.6 Mesa 21.1.4 (LLVM 12.0.1)1.2.168GCC 11.2.0OpenBenchmarking.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 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: 4096Processor 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 2.4.6Java 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 3.9.7Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 21.04 vs. Ubuntu 21.10 Dev ComparisonPhoronix Test SuiteBaseline+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%mobilenetV3P.B.SSqueezeNetV1.0ReactorVoiceMark_1007.3%resnet-v2-50json_loadspython_startup3840 x 21605.5%4.F.3.S.D.1.S5.2%MobileNetV2_2241.F.1.S4.5%mobilenet-v1-1.0inception-v3super-resolution-10 - OpenMP CPUTime To Compilesqueezenetv1.1Time To Compile3.8%3840 x 21603840 x 2160 - Medium3840 x 2160 - Highraytrace3%Eigen2.9%regex_compile2.8%v.SPreset 8 - Bosphorus 4K8, Long Mode - Compression Speed2.6%pickle_pure_python2.5%3840 x 21603840 x 2160 - UltraC267019, Long Mode - D.SOpenGL - 3840 x 2160 - MediumATPase Simulation - 327,506 Atoms2.3%P.P.A.S.TTimed Time - Size 1,0002.1%BLAS2.1%8, Long Mode - D.SPreset 4 - Bosphorus 4Kdjango_template2%QuantLibMobile Neural NetworkPHPBenchMobile Neural NetworkJava Gradle BuildGoogle SynthMarkMobile Neural NetworkPyPerformancePyPerformanceGLmark2FS-MarkMobile Neural NetworkFS-MarkMobile Neural NetworkMobile Neural NetworkONNX RuntimeTimed Godot Game Engine CompilationMobile Neural NetworkTimed Linux Kernel CompilationTesseractUnvanquishedUnvanquishedPyPerformanceLeelaChessZeroPyPerformanceOpenVKLSVT-AV1Zstd CompressionPyPerformanceET: LegacyUnvanquishedNgspiceZstd CompressionBasemark GPUNAMDHuginSQLite SpeedtestLeelaChessZeroZstd CompressionSVT-AV1PyPerformanceUbuntu 21.04Ubuntu 21.10 Dev

Ubuntu 21.04 vs. 21.10 On Intel Rocket Lakequantlib: mnn: mobilenetV3phpbench: PHP Benchmark Suitemnn: SqueezeNetV1.0java-gradle-perf: Reactorsynthmark: VoiceMark_100mnn: resnet-v2-50pyperformance: json_loadspyperformance: python_startupglmark2: 3840 x 2160fs-mark: 4000 Files, 32 Sub Dirs, 1MB Sizemnn: MobileNetV2_224fs-mark: 1000 Files, 1MB Sizemnn: mobilenet-v1-1.0mnn: inception-v3onnx: super-resolution-10 - OpenMP CPUbuild-godot: Time To Compilemnn: squeezenetv1.1build-linux-kernel: Time To Compiletesseract: 3840 x 2160unvanquished: 3840 x 2160 - Mediumunvanquished: 3840 x 2160 - Highpyperformance: raytracelczero: Eigenpyperformance: regex_compileopenvkl: vklBenchmark Scalarsvt-av1: Preset 8 - Bosphorus 4Kcompress-zstd: 8, Long Mode - Compression Speedpyperformance: pickle_pure_pythonetlegacy: 3840 x 2160unvanquished: 3840 x 2160 - Ultrangspice: C2670compress-zstd: 19, Long Mode - Decompression Speedbasemark: OpenGL - 3840 x 2160 - Mediumnamd: ATPase Simulation - 327,506 Atomshugin: Panorama Photo Assistant + Stitching Timesqlite-speedtest: Timed Time - Size 1,000lczero: BLAScompress-zstd: 8, Long Mode - Decompression Speedsvt-av1: Preset 4 - Bosphorus 4Kpyperformance: django_templateocrmypdf: Processing 60 Page PDF Documentbuild-mesa: Time To Compilev-ray: CPUselenium: StyleBench - Firefoxtachyon: Total Timepyperformance: 2to3selenium: Speedometer - Firefoxpyperformance: nbodyselenium: Jetstream 2 - Firefoxcompress-zstd: 8 - Decompression Speedstockfish: Total Timedav1d: Chimera 1080p 10-bitcompress-zstd: 19 - Decompression Speeddav1d: Summer Nature 4Kwarsow: 3840 x 2160build-gcc: Time To Compiletnn: CPU - SqueezeNet v2onnx: fcn-resnet101-11 - OpenMP CPUpybench: Total For Average Test Timesrawtherapee: Total Benchmark Timepyperformance: pathlibonnx: bertsquad-10 - OpenMP CPUcompress-zstd: 8 - Compression Speedgravitymark: 3840 x 2160 - OpenGLembree: Pathtracer ISPC - Asian Dragoncompress-zstd: 19 - Compression Speedbasemark: Vulkan - 3840 x 2160 - Mediumtnn: CPU - MobileNet v2gravitymark: 3840 x 2160 - Vulkanpyperformance: goappleseed: Disney Materialselenium: WASM collisionDetection - Firefoxfs-mark: 5000 Files, 1MB Size, 4 Threadsdolfyn: Computational Fluid Dynamicspyperformance: crypto_pyaespyperformance: chaosselenium: WASM imageConvolute - Firefoxospray: NASA Streamlines - Path Tracerbrl-cad: VGR Performance Metricembree: Pathtracer - Asian Dragongromacs: MPI CPU - water_GMX50_barengspice: C7552blender: Classroom - CPU-Onlyindigobench: CPU - Supercarcompress-zstd: 19, Long Mode - Compression Speedospray: XFrog Forest - SciVisblender: Pabellon Barcelona - CPU-Onlyblender: BMW27 - CPU-Onlytnn: CPU - DenseNetappleseed: Material Testeronnx: yolov4 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUbasemark: Vulkan - 3840 x 2160 - Highblender: Barbershop - CPU-Onlyappleseed: Emilyembree: Pathtracer - Crownbasemark: OpenGL - 3840 x 2160 - Highindigobench: CPU - Bedroomembree: Pathtracer ISPC - Crownblender: Fishy Cat - CPU-Onlytnn: CPU - SqueezeNet v1.1natron: Spaceshippyperformance: floatyafaray: Total Time For Sample Sceneopenvkl: vklBenchmark ISPCoidn: RTLightmap.hdr.4096x4096oidn: RT.ldr_alb_nrm.3840x2160oidn: RT.hdr_alb_nrm.3840x2160ospray: Magnetic Reconnection - Path Tracerospray: Magnetic Reconnection - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - SciVisospray: San Miguel - Path Tracerospray: San Miguel - SciVisselenium: Kraken - FirefoxUbuntu 21.04Ubuntu 21.10 Dev3487.01.09411325393.948183.2001007.7319.13915.96.314108478.02.028486.51.86425.7387897109.5572.38874.388488.1339366.1362.729910831083619.057312.5275675.9359.596.0844631.2339.441.2941836.08040.0885335604.51.73030.715.08344.1551220113172.9327207155.672.4112.3595282.028700309525.364591.1200.62480.3859.49648.33210164151.72711.41021194.868.516.553234.8447.16249.41680.7162183.312524304.61222.613.36465.065.322.24.5415807614.08831.00577.414399.284.83032.93.32444.79132.852686.206175.6458244973262499.70549.53324.4286212.688999.102.08614.6207182.15236.7993.273.4121.1351120.210.440.44333.3320.831.74251.6221.743964.80.99912330343.638170.201939.30317.99215.05.973892454.51.940465.51.78624.6828221105.3152.29777.242504.8633378.6373.730810521113719.581304.5282693.1368.693.7554743.5347.601.3243835.28940.9365225721.91.76631.315.33444.8381238913374.0430210157.873.4113.9105348.729053361519.114646.2198.39485.6868.84548.81810264751.26711.31030193.169.116.410035.1450.92251.49981.2163182.228566303.01216.413.42964.765.622.14.5615742314.14481.00977.137397.944.84633.03.33443.72132.552692.054175.2801944963255999.87548.66323.9341812.703299.202.08814.6340182.02236.6723.273.41120.210.440.44333.3320.831.74251.6221.74OpenBenchmarking.org

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.orgMFLOPS, More Is BetterQuantLib 1.21Ubuntu 21.10 DevUbuntu 21.049001800270036004500SE +/- 33.51, N = 8SE +/- 38.66, N = 43964.83487.01. (CXX) g++ options: -O3 -march=native -rdynamic

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3Ubuntu 21.10 DevUbuntu 21.040.24620.49240.73860.98481.231SE +/- 0.004, N = 3SE +/- 0.006, N = 30.9991.094MIN: 0.98 / MAX: 1.35MIN: 1.07 / MAX: 22.731. (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

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.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.10 DevUbuntu 21.04300K600K900K1200K1500KSE +/- 6530.34, N = 3SE +/- 4137.01, N = 312330341132539

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0Ubuntu 21.10 DevUbuntu 21.040.88831.77662.66493.55324.4415SE +/- 0.058, N = 3SE +/- 0.006, N = 33.6383.948MIN: 3.55 / MAX: 5.83MIN: 3.87 / MAX: 11.771. (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

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 21.10 DevUbuntu 21.044080120160200SE +/- 1.92, N = 4SE +/- 0.86, N = 3170.20183.20

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 21.10 DevUbuntu 21.042004006008001000SE +/- 7.99, N = 3SE +/- 1.48, N = 2939.301007.731. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50Ubuntu 21.10 DevUbuntu 21.04510152025SE +/- 0.14, N = 3SE +/- 0.07, N = 317.9919.14MIN: 17.76 / MAX: 45.98MIN: 18.91 / MAX: 19.91. (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

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.10 DevUbuntu 21.0448121620SE +/- 0.03, N = 3SE +/- 0.03, N = 315.015.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.10 DevUbuntu 21.04246810SE +/- 0.03, N = 3SE +/- 0.04, N = 35.976.31

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: 3840 x 2160Ubuntu 21.10 DevUbuntu 21.04900180027003600450038924108

FS-Mark

FS_Mark is designed to test a system's file-system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 4000 Files, 32 Sub Dirs, 1MB SizeUbuntu 21.10 DevUbuntu 21.04100200300400500SE +/- 5.49, N = 3SE +/- 5.24, N = 4454.5478.0

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224Ubuntu 21.10 DevUbuntu 21.040.45630.91261.36891.82522.2815SE +/- 0.003, N = 3SE +/- 0.012, N = 31.9402.028MIN: 1.92 / MAX: 2.25MIN: 1.99 / MAX: 2.571. (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

FS-Mark

FS_Mark is designed to test a system's file-system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 1000 Files, 1MB SizeUbuntu 21.10 DevUbuntu 21.04110220330440550SE +/- 4.63, N = 15SE +/- 6.70, N = 15465.5486.5

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0Ubuntu 21.10 DevUbuntu 21.040.41940.83881.25821.67762.097SE +/- 0.001, N = 3SE +/- 0.001, N = 31.7861.864MIN: 1.77 / MAX: 2.07MIN: 1.84 / MAX: 9.651. (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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3Ubuntu 21.10 DevUbuntu 21.04612182430SE +/- 0.13, N = 3SE +/- 0.21, N = 324.6825.74MIN: 24.47 / MAX: 32.1MIN: 25.41 / MAX: 33.41. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

ONNX Runtime

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.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10 DevUbuntu 21.042K4K6K8K10KSE +/- 5.01, N = 3SE +/- 33.11, N = 3822178971. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 DevUbuntu 21.0420406080100SE +/- 0.03, N = 3SE +/- 0.04, N = 3105.32109.56

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.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1Ubuntu 21.10 DevUbuntu 21.040.53731.07461.61192.14922.6865SE +/- 0.011, N = 3SE +/- 0.009, N = 32.2972.388MIN: 2.27 / MAX: 10.29MIN: 2.36 / MAX: 4.391. (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

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 21.10 DevUbuntu 21.0420406080100SE +/- 0.79, N = 3SE +/- 0.80, N = 377.2474.39

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: 3840 x 2160Ubuntu 21.10 DevUbuntu 21.04110220330440550SE +/- 5.44, N = 3SE +/- 3.22, N = 3504.86488.13

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.orgFrames Per Second, More Is BetterUnvanquished 0.52.1Resolution: 3840 x 2160 - Effects Quality: MediumUbuntu 21.10 DevUbuntu 21.0480160240320400SE +/- 0.44, N = 3SE +/- 1.13, N = 3378.6366.1

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.52.1Resolution: 3840 x 2160 - Effects Quality: HighUbuntu 21.10 DevUbuntu 21.0480160240320400SE +/- 1.10, N = 3SE +/- 0.98, N = 3373.7362.7

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.10 DevUbuntu 21.0470140210280350SE +/- 0.33, N = 3SE +/- 0.58, N = 3308299

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: EigenUbuntu 21.10 DevUbuntu 21.042004006008001000SE +/- 9.50, N = 3SE +/- 2.33, N = 3105210831. (CXX) g++ options: -flto -pthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.00, N = 3111108

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.orgItems / Sec, More Is BetterOpenVKL 1.0Benchmark: vklBenchmark ScalarUbuntu 21.10 DevUbuntu 21.04918273645SE +/- 0.00, N = 33736MIN: 3 / MAX: 625MIN: 3 / MAX: 627

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 DevUbuntu 21.04510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 319.5819.061. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression SpeedUbuntu 21.10 DevUbuntu 21.0470140210280350SE +/- 2.41, N = 3SE +/- 3.22, N = 3304.5312.51. (CC) gcc options: -O3 -pthread -lz -llzma

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.10 DevUbuntu 21.0460120180240300SE +/- 0.33, N = 3282275

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: 3840 x 2160Ubuntu 21.10 DevUbuntu 21.04150300450600750SE +/- 1.78, N = 3SE +/- 1.15, N = 3693.1675.9

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.orgFrames Per Second, More Is BetterUnvanquished 0.52.1Resolution: 3840 x 2160 - Effects Quality: UltraUbuntu 21.10 DevUbuntu 21.0480160240320400SE +/- 0.80, N = 3SE +/- 0.23, N = 3368.6359.5

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.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670Ubuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.19, N = 3SE +/- 0.14, N = 393.7696.081. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedUbuntu 21.10 DevUbuntu 21.0410002000300040005000SE +/- 8.05, N = 3SE +/- 12.27, N = 34743.54631.21. (CC) gcc options: -O3 -pthread -lz -llzma

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.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.10 DevUbuntu 21.0480160240320400SE +/- 0.99, N = 3SE +/- 0.48, N = 3347.60339.44MIN: 136.23 / MAX: 1860.86MIN: 135.61 / MAX: 1765.16

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 21.10 DevUbuntu 21.040.2980.5960.8941.1921.49SE +/- 0.00329, N = 3SE +/- 0.00175, N = 31.324381.29418

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.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeUbuntu 21.10 DevUbuntu 21.04816243240SE +/- 0.11, N = 3SE +/- 0.24, N = 335.2936.08

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 21.10 DevUbuntu 21.04918273645SE +/- 0.23, N = 3SE +/- 0.05, N = 340.9440.09-ldl -lpthread1. (CC) gcc options: -O2 -lz

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 DevUbuntu 21.04120240360480600SE +/- 3.28, N = 3SE +/- 4.83, N = 75225331. (CXX) g++ options: -flto -pthread

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Decompression SpeedUbuntu 21.10 DevUbuntu 21.0412002400360048006000SE +/- 1.82, N = 3SE +/- 4.83, N = 35721.95604.51. (CC) gcc options: -O3 -pthread -lz -llzma

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 4 - Input: Bosphorus 4KUbuntu 21.10 DevUbuntu 21.040.39740.79481.19221.58961.987SE +/- 0.001, N = 3SE +/- 0.001, N = 31.7661.7301. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10 DevUbuntu 21.04714212835SE +/- 0.03, N = 3SE +/- 0.03, N = 331.330.7

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.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentUbuntu 21.10 DevUbuntu 21.0448121620SE +/- 0.11, N = 3SE +/- 0.15, N = 615.3315.08

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 21.10 DevUbuntu 21.041020304050SE +/- 0.04, N = 3SE +/- 0.02, N = 344.8444.16

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.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10 DevUbuntu 21.043K6K9K12K15KSE +/- 30.36, N = 3SE +/- 145.12, N = 31238912201

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.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.10 DevUbuntu 21.04306090120150SE +/- 1.00, N = 3SE +/- 0.67, N = 31331311. Ubuntu 21.10 Dev: firefox 92.02. Ubuntu 21.04: firefox 91.0.2

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeUbuntu 21.10 DevUbuntu 21.041632486480SE +/- 0.10, N = 3SE +/- 0.14, N = 374.0472.931. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 21.10 DevUbuntu 21.0450100150200250SE +/- 0.33, N = 3210207

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.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.10 DevUbuntu 21.04306090120150SE +/- 0.93, N = 3SE +/- 0.31, N = 3157.8155.61. Ubuntu 21.10 Dev: firefox 92.02. Ubuntu 21.04: firefox 91.0.2

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 21.10 DevUbuntu 21.041632486480SE +/- 0.03, N = 3SE +/- 0.03, N = 373.472.4

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.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.10 DevUbuntu 21.04306090120150SE +/- 0.42, N = 3SE +/- 1.58, N = 3113.91112.361. Ubuntu 21.10 Dev: firefox 92.02. Ubuntu 21.04: firefox 91.0.2

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Decompression SpeedUbuntu 21.10 DevUbuntu 21.0411002200330044005500SE +/- 1.59, N = 3SE +/- 8.50, N = 35348.75282.01. (CC) gcc options: -O3 -pthread -lz -llzma

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 DevUbuntu 21.046M12M18M24M30MSE +/- 302602.02, N = 4SE +/- 165257.01, N = 329053361287003091. (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

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: Chimera 1080p 10-bitUbuntu 21.10 DevUbuntu 21.04110220330440550SE +/- 0.47, N = 3SE +/- 0.70, N = 3519.11525.36MIN: 415.34 / MAX: 829.01MIN: 421.46 / MAX: 830.471. (CC) gcc options: -pthread -lm

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedUbuntu 21.10 DevUbuntu 21.0410002000300040005000SE +/- 39.34, N = 4SE +/- 7.28, N = 34646.24591.11. (CC) gcc options: -O3 -pthread -lz -llzma

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 DevUbuntu 21.044080120160200SE +/- 0.23, N = 3SE +/- 0.23, N = 3198.39200.62MIN: 184.33 / MAX: 212.48MIN: 187.57 / MAX: 215.131. (CC) gcc options: -pthread -lm

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: 3840 x 2160Ubuntu 21.10 DevUbuntu 21.04110220330440550SE +/- 0.35, N = 3SE +/- 2.03, N = 3485.6480.3

Timed GCC Compilation

This test times how long it takes to build the GNU Compiler Collection (GCC) compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 11.2.0Time To CompileUbuntu 21.10 DevUbuntu 21.042004006008001000SE +/- 1.09, N = 3SE +/- 1.35, N = 3868.85859.50

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.10 DevUbuntu 21.041122334455SE +/- 0.32, N = 3SE +/- 0.15, N = 348.8248.33MIN: 47.6 / MAX: 50.78MIN: 47.7 / MAX: 49.171. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 0.17, N = 31021011. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10 DevUbuntu 21.04140280420560700SE +/- 3.53, N = 3647641

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 21.10 DevUbuntu 21.041224364860SE +/- 0.02, N = 3SE +/- 0.02, N = 351.2751.731. RawTherapee, version 5.8, command line.

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.10 DevUbuntu 21.043691215SE +/- 0.00, N = 3SE +/- 0.03, N = 311.311.4

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.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10 DevUbuntu 21.042004006008001000SE +/- 2.02, N = 3SE +/- 7.25, N = 3103010211. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8 - Compression SpeedUbuntu 21.10 DevUbuntu 21.044080120160200SE +/- 0.12, N = 3SE +/- 0.09, N = 3193.1194.81. (CC) gcc options: -O3 -pthread -lz -llzma

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.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: OpenGLUbuntu 21.10 DevUbuntu 21.041530456075SE +/- 0.22, N = 3SE +/- 0.03, N = 369.168.5

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 ISPC - Model: Asian DragonUbuntu 21.10 DevUbuntu 21.0448121620SE +/- 0.02, N = 3SE +/- 0.09, N = 316.4116.55MIN: 16.29 / MAX: 16.76MIN: 16.28 / MAX: 17.05

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedUbuntu 21.10 DevUbuntu 21.04816243240SE +/- 0.43, N = 4SE +/- 0.19, N = 335.134.81. (CC) gcc options: -O3 -pthread -lz -llzma

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.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: MediumUbuntu 21.10 DevUbuntu 21.04100200300400500SE +/- 2.20, N = 3SE +/- 1.25, N = 3450.92447.16MIN: 206.65 / MAX: 1442.72MIN: 216.74 / MAX: 771.08

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.10 DevUbuntu 21.0450100150200250SE +/- 0.30, N = 3SE +/- 0.11, N = 3251.50249.42MIN: 249.25 / MAX: 254.45MIN: 247.58 / MAX: 258.741. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 3840 x 2160 - Renderer: VulkanUbuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 381.280.7

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.10 DevUbuntu 21.044080120160200SE +/- 0.67, N = 3163162

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: Disney MaterialUbuntu 21.10 DevUbuntu 21.044080120160200182.23183.31

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: WASM collisionDetection - Browser: FirefoxUbuntu 21.10 DevUbuntu 21.0470140210280350SE +/- 0.07, N = 3SE +/- 0.39, N = 3303.0304.61. Ubuntu 21.10 Dev: firefox 92.02. Ubuntu 21.04: firefox 91.0.2

FS-Mark

FS_Mark is designed to test a system's file-system performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFiles/s, More Is BetterFS-Mark 3.3Test: 5000 Files, 1MB Size, 4 ThreadsUbuntu 21.10 DevUbuntu 21.0430060090012001500SE +/- 11.82, N = 3SE +/- 4.55, N = 31216.41222.6

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.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsUbuntu 21.10 DevUbuntu 21.043691215SE +/- 0.02, N = 3SE +/- 0.06, N = 313.4313.36

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.10 DevUbuntu 21.041530456075SE +/- 0.38, N = 3SE +/- 0.03, N = 364.765.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 21.10 DevUbuntu 21.041530456075SE +/- 0.07, N = 3SE +/- 0.03, N = 365.665.3

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: WASM imageConvolute - Browser: FirefoxUbuntu 21.10 DevUbuntu 21.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 322.122.21. Ubuntu 21.10 Dev: firefox 92.02. Ubuntu 21.04: firefox 91.0.2

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: NASA Streamlines - Renderer: Path TracerUbuntu 21.10 DevUbuntu 21.041.0262.0523.0784.1045.13SE +/- 0.01, N = 3SE +/- 0.01, N = 34.564.54MIN: 4.46 / MAX: 4.76MIN: 4.44 / MAX: 4.76

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.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.2VGR Performance MetricUbuntu 21.10 DevUbuntu 21.0430K60K90K120K150K157423158076-pthread1. (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

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: Asian DragonUbuntu 21.10 DevUbuntu 21.0448121620SE +/- 0.05, N = 3SE +/- 0.08, N = 314.1414.09MIN: 13.98 / MAX: 14.46MIN: 13.87 / MAX: 14.36

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 DevUbuntu 21.040.2270.4540.6810.9081.135SE +/- 0.001, N = 3SE +/- 0.005, N = 31.0091.005-pthread1. (CXX) g++ options: -O3

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.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552Ubuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.23, N = 3SE +/- 0.22, N = 377.1477.411. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

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: Classroom - Compute: CPU-OnlyUbuntu 21.10 DevUbuntu 21.0490180270360450SE +/- 0.08, N = 3SE +/- 0.55, N = 3397.94399.28

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 21.10 DevUbuntu 21.041.09042.18083.27124.36165.452SE +/- 0.001, N = 3SE +/- 0.008, N = 34.8464.830

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.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedUbuntu 21.10 DevUbuntu 21.04816243240SE +/- 0.21, N = 3SE +/- 0.25, N = 333.032.91. (CC) gcc options: -O3 -pthread -lz -llzma

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: XFrog Forest - Renderer: SciVisUbuntu 21.10 DevUbuntu 21.040.74931.49862.24792.99723.7465SE +/- 0.02, N = 3SE +/- 0.01, N = 33.333.32MIN: 3.22 / MAX: 3.39MIN: 3.23 / MAX: 3.38

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: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.10 DevUbuntu 21.04100200300400500SE +/- 0.44, N = 3SE +/- 0.52, N = 3443.72444.79

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10 DevUbuntu 21.04306090120150SE +/- 0.07, N = 3SE +/- 0.08, N = 3132.55132.85

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10 DevUbuntu 21.046001200180024003000SE +/- 3.02, N = 3SE +/- 0.59, N = 32692.052686.21MIN: 2647.29 / MAX: 2773.67MIN: 2638.94 / MAX: 2764.851. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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: Material TesterUbuntu 21.10 DevUbuntu 21.044080120160200175.28175.65

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.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10 DevUbuntu 21.04110220330440550SE +/- 1.42, N = 3SE +/- 0.58, N = 34964971. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10 DevUbuntu 21.047K14K21K28K35KSE +/- 40.31, N = 3SE +/- 32.16, N = 332559326241. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.04, N = 3SE +/- 0.02, N = 399.8799.70MIN: 69.41 / MAX: 148.97MIN: 82.44 / MAX: 143.08

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.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyUbuntu 21.10 DevUbuntu 21.04120240360480600SE +/- 0.14, N = 3SE +/- 0.18, N = 3548.66549.53

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: EmilyUbuntu 21.10 DevUbuntu 21.0470140210280350323.93324.43

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 DevUbuntu 21.043691215SE +/- 0.03, N = 3SE +/- 0.01, N = 312.7012.69MIN: 12.55 / MAX: 13.03MIN: 12.57 / MAX: 13.02

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.orgFPS, More Is BetterBasemark GPU 1.2Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: HighUbuntu 21.10 DevUbuntu 21.0420406080100SE +/- 0.04, N = 3SE +/- 0.01, N = 399.2099.10MIN: 71.23 / MAX: 197.75MIN: 69.8 / MAX: 200.44

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 21.10 DevUbuntu 21.040.46980.93961.40941.87922.349SE +/- 0.002, N = 3SE +/- 0.001, N = 32.0882.086

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 ISPC - Model: CrownUbuntu 21.10 DevUbuntu 21.0448121620SE +/- 0.05, N = 3SE +/- 0.03, N = 314.6314.62MIN: 14.37 / MAX: 15.19MIN: 14.39 / MAX: 15.15

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: Fishy Cat - Compute: CPU-OnlyUbuntu 21.10 DevUbuntu 21.044080120160200SE +/- 0.09, N = 3SE +/- 0.10, N = 3182.02182.15

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.10 DevUbuntu 21.0450100150200250SE +/- 0.23, N = 3SE +/- 0.07, N = 3236.67236.80MIN: 234.49 / MAX: 238.49MIN: 235.04 / MAX: 238.841. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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: SpaceshipUbuntu 21.10 DevUbuntu 21.040.721.442.162.883.6SE +/- 0.00, N = 3SE +/- 0.03, N = 63.23.2

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 21.10 DevUbuntu 21.041632486480SE +/- 0.07, N = 3SE +/- 0.00, N = 373.473.4

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.5.1Total Time For Sample SceneUbuntu 21.04306090120150SE +/- 0.29, N = 3121.141. (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

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.orgItems / Sec, More Is BetterOpenVKL 1.0Benchmark: vklBenchmark ISPCUbuntu 21.10 DevUbuntu 21.04306090120150SE +/- 0.88, N = 3SE +/- 1.00, N = 3112112MIN: 9 / MAX: 1119MIN: 9 / MAX: 1115

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: RTLightmap.hdr.4096x4096Ubuntu 21.10 DevUbuntu 21.040.04730.09460.14190.18920.2365SE +/- 0.00, N = 3SE +/- 0.00, N = 30.210.21

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Ubuntu 21.10 DevUbuntu 21.040.0990.1980.2970.3960.495SE +/- 0.00, N = 3SE +/- 0.00, N = 30.440.44

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160Ubuntu 21.10 DevUbuntu 21.040.0990.1980.2970.3960.495SE +/- 0.00, N = 3SE +/- 0.00, N = 30.440.44

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: Magnetic Reconnection - Renderer: Path TracerUbuntu 21.10 DevUbuntu 21.0470140210280350SE +/- 0.00, N = 3SE +/- 0.00, N = 3333.33333.33MIN: 250MIN: 250

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.10 DevUbuntu 21.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 320.8320.83MIN: 20 / MAX: 21.28MIN: 20 / MAX: 21.28

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerUbuntu 21.10 DevUbuntu 21.040.39150.7831.17451.5661.9575SE +/- 0.00, N = 3SE +/- 0.00, N = 31.741.74MIN: 1.67 / MAX: 1.78MIN: 1.66 / MAX: 1.79

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 21.10 DevUbuntu 21.04612182430SE +/- 0.00, N = 32525MIN: 23.81 / MAX: 25.64MIN: 24.39 / MAX: 25.64

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerUbuntu 21.10 DevUbuntu 21.040.36450.7291.09351.4581.8225SE +/- 0.00, N = 3SE +/- 0.00, N = 31.621.62MIN: 1.61 / MAX: 1.63MIN: 1.6 / MAX: 1.63

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10 DevUbuntu 21.04510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 321.7421.74MIN: 20.41MIN: 20.83

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: PSPDFKit WASM - Browser: Firefox

Ubuntu 21.04: NameError: name 'StaleElementReferenceException' is not defined

Ubuntu 21.10 Dev: NameError: name 'StaleElementReferenceException' is not defined

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)

115 Results Shown

QuantLib
Mobile Neural Network
PHPBench
Mobile Neural Network
Java Gradle Build
Google SynthMark
Mobile Neural Network
PyPerformance:
  json_loads
  python_startup
GLmark2
FS-Mark
Mobile Neural Network
FS-Mark
Mobile Neural Network:
  mobilenet-v1-1.0
  inception-v3
ONNX Runtime
Timed Godot Game Engine Compilation
Mobile Neural Network
Timed Linux Kernel Compilation
Tesseract
Unvanquished:
  3840 x 2160 - Medium
  3840 x 2160 - High
PyPerformance
LeelaChessZero
PyPerformance
OpenVKL
SVT-AV1
Zstd Compression
PyPerformance
ET: Legacy
Unvanquished
Ngspice
Zstd Compression
Basemark GPU
NAMD
Hugin
SQLite Speedtest
LeelaChessZero
Zstd Compression
SVT-AV1
PyPerformance
OCRMyPDF
Timed Mesa Compilation
Chaos Group V-RAY
Selenium
Tachyon
PyPerformance
Selenium
PyPerformance
Selenium
Zstd Compression
Stockfish
dav1d
Zstd Compression
dav1d
Warsow
Timed GCC Compilation
TNN
ONNX Runtime
PyBench
RawTherapee
PyPerformance
ONNX Runtime
Zstd Compression
GravityMark
Embree
Zstd Compression
Basemark GPU
TNN
GravityMark
PyPerformance
Appleseed
Selenium
FS-Mark
Dolfyn
PyPerformance:
  crypto_pyaes
  chaos
Selenium
OSPray
BRL-CAD
Embree
GROMACS
Ngspice
Blender
IndigoBench
Zstd Compression
OSPray
Blender:
  Pabellon Barcelona - CPU-Only
  BMW27 - CPU-Only
TNN
Appleseed
ONNX Runtime:
  yolov4 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
Basemark GPU
Blender
Appleseed
Embree
Basemark GPU
IndigoBench
Embree
Blender
TNN
Natron
PyPerformance
YafaRay
OpenVKL
Intel Open Image Denoise:
  RTLightmap.hdr.4096x4096
  RT.ldr_alb_nrm.3840x2160
  RT.hdr_alb_nrm.3840x2160
OSPray:
  Magnetic Reconnection - Path Tracer
  Magnetic Reconnection - SciVis
  XFrog Forest - Path Tracer
  NASA Streamlines - SciVis
  San Miguel - Path Tracer
  San Miguel - SciVis

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: 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
Disk Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.3
Java Notes: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2)
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 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: 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-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 Notes: NONE / errors=remount-ro,relatime,rw / Block Size: 4096
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x40 - Thermald 2.4.6
Java Notes: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3)
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 5 September 2021 20:55 by user pts.