Linux 5.9 Intel Tiger Lake Linux 5.10

Intel Core i7-1165G7 testing with a Dell 0GG9PT (1.0.3 BIOS) and Intel UHD 3GB on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010300-FI-LINUX59IN53
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Linux 5.9.2
October 29 2020
  8 Hours, 27 Minutes
Linux 5.10 Git
October 29 2020
  8 Hours, 33 Minutes
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Linux 5.9.2

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 20.10, Kernel: 5.9.2-050902-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, OpenCL: OpenCL 3.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3
Python Notes: Python 3.8.6
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

Linux 5.10 Git

OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc1daily20201029-generic (x86_64) 20201028, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, OpenCL: OpenCL 3.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200

Linux 5.9 Intel Tiger Lake Linux 5.10OpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.0.3 BIOS)Intel Tiger Lake-LP16GBKioxia KBG40ZNS256G NVMe 256GBIntel UHD 3GB (1300MHz)Realtek ALC289Intel Wi-Fi 6 AX201Ubuntu 20.105.9.2-050902-generic (x86_64)5.10.0-051000rc1daily20201029-generic (x86_64) 20201028GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.6 Mesa 20.2.1OpenCL 3.01.2.145GCC 10.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionLinux 5.9 Intel Tiger Lake Linux 5.10 BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-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 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3 - Python 3.8.6- 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

Linux 5.9.2 vs. Linux 5.10 Git ComparisonPhoronix Test SuiteBaseline+5.3%+5.3%+10.6%+10.6%+15.9%+15.9%+21.2%+21.2%21.3%14.4%6.5%4.6%4.4%3.1%3.1%2.9%2.6%2.2%Vulkan GPU - blazefaceVulkan GPU - mobilenetCPU - efficientnet-b013%T.F.A.T.T11.9%N.2.3.C.F.RVulkan GPU - shufflenet-v2Rhodopsin Protein4.4%CPU-v2-v2 - mobilenet-v2C.S.TJetstream 2 - FirefoxCPU - blazefaceVulkan GPU-v2-v2 - mobilenet-v2P.F.G.M.BNCNNNCNNNCNNPyBenchFFTENCNNLAMMPS Molecular Dynamics SimulatorNCNNctx_clockSeleniumNCNNNCNNoneAPI Level Zero TestsLinux 5.9.2Linux 5.10 Git

Linux 5.9 Intel Tiger Lake Linux 5.10realsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Nowaifu2x-ncnn: 2x - 3 - Yeswaifu2x-ncnn: 2x - 3 - Nooneapi-level-zero: Peak Float16 Global Memory Bandwidthoneapi-level-zero: Peak Half-Precision Computeoneapi-level-zero: Peak Single-Precision Computeoneapi-level-zero: Peak Integer Computeoneapi-level-zero: Peak System Memory Copy to Shared Memoryncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1tensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4tesseract: 1920 x 1200xonotic: 1920 x 1200 - Lowxonotic: 1920 x 1200 - Highxonotic: 1920 x 1200 - Ultraxonotic: 1920 x 1200 - Ultimateselenium: Jetstream 2 - Firefoxselenium: StyleBench - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Firefoxselenium: Kraken - Firefoxpybench: Total For Average Test Timespyperformance: django_templatepyperformance: floatpyperformance: gopyperformance: pathlibpyperformance: python_startuppyperformance: regex_compilectx-clock: Context Switch Timex265: Bosphorus 1080px265: Bosphorus 4Ksvt-av1: Enc Mode 8 - 1080psvt-av1: Enc Mode 4 - 1080pffte: N=256, 3D Complex FFT Routinesqlite-speedtest: Timed Time - Size 1,000byte: Dhrystone 2dolfyn: Computational Fluid Dynamicsmpv: Big Buck Bunny Sunflower 1080p - Software Onlympv: Big Buck Bunny Sunflower 4K - Software Onlylammps: Rhodopsin Proteinlammps: 20k AtomsLinux 5.9.2Linux 5.10 Git539.34268.93327.2604.16656.14693032.531219.47435.15914.461525.8330.657.186.404.896.919.952.1624.5370.4721.3018.6549.6140.1111.7321.207.2010.157.798.1111.502.1111.3638.737.759.4915.4238.93285.034266.87437693737141940646456209274229738197717134.1031323.8496835195.617255159.9603514122.2379613107.88998.2329.628.1677.275937.693.720213.96.5513013125.525.4810.8161.24325845.48824188551.91058698413.115.863415.04155.382.8152.230539.34168.84127.3064.11557.36233030.511219.50440.69314.677325.5130.126.886.374.866.8411.242.1024.0969.7521.0418.4349.1539.6411.6018.537.0210.237.458.2411.461.7411.3138.667.679.6115.4939.43284.902266.98237399936837540336255839373808208161010135.1757325.8824120196.6310023160.3617509123.3867294111.19298.0333.227.8669.984937.693.820113.96.5212912725.735.4910.8581.25027526.89386843351.26158749195.615.941416.86156.442.6962.220OpenBenchmarking.org

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesLinux 5.9.2Linux 5.10 Git120240360480600SE +/- 2.09, N = 3SE +/- 1.45, N = 3539.34539.34
OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818CPU Power Consumption MonitorLinux 5.9.2Linux 5.10 Git612182430Min: 1.49 / Avg: 22.26 / Max: 27.02Min: 0.65 / Avg: 22.03 / Max: 27.031. Linux 5.9.2: Approximate power consumption of 12049 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 11924 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818CPU Temperature MonitorLinux 5.9.2Linux 5.10 Git1632486480Min: 34 / Avg: 65.34 / Max: 87Min: 41 / Avg: 65.56 / Max: 76
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesLinux 5.9.2Linux 5.10 Git100200300400500Min: 535.15 / Avg: 539.34 / Max: 541.49Min: 536.5 / Avg: 539.34 / Max: 541.31

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.9.2Linux 5.10 Git1530456075SE +/- 0.44, N = 3SE +/- 0.42, N = 368.9368.84
MinAvgMaxLinux 5.9.21.822.227.4Linux 5.10 Git0.622.027.1OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 1612 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1597 Joules per run.
MinAvgMaxLinux 5.9.253.065.789.0Linux 5.10 Git53.066.285.0OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818CPU Temperature Monitor20406080100
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.9.2Linux 5.10 Git1326395265Min: 68.05 / Avg: 68.93 / Max: 69.39Min: 68.01 / Avg: 68.84 / Max: 69.26

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesLinux 5.9.2Linux 5.10 Git612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 327.2627.31
MinAvgMaxLinux 5.9.21.620.524.0Linux 5.10 Git0.720.124.1OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 642 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 630 Joules per run.
MinAvgMaxLinux 5.9.253.064.995.0Linux 5.10 Git53.063.768.0OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Temperature Monitor20406080100
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesLinux 5.9.2Linux 5.10 Git612182430Min: 27.23 / Avg: 27.26 / Max: 27.31Min: 27.28 / Avg: 27.31 / Max: 27.33

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoLinux 5.9.2Linux 5.10 Git0.93741.87482.81223.74964.687SE +/- 0.010, N = 8SE +/- 0.010, N = 84.1664.115
MinAvgMaxLinux 5.9.21.512.522.9Linux 5.10 Git0.612.123.0OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Power Consumption Monitor6121824301. Linux 5.9.2: Approximate power consumption of 102 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 98 Joules per run.
MinAvgMaxLinux 5.9.253.058.482.0Linux 5.10 Git52.058.074.0OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Temperature Monitor20406080100
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoLinux 5.9.2Linux 5.10 Git246810Min: 4.12 / Avg: 4.17 / Max: 4.2Min: 4.09 / Avg: 4.12 / Max: 4.15

oneAPI Level Zero Tests

This is benchmarking the collection of Intel oneAPI Level Zero Tests. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthLinux 5.9.2Linux 5.10 Git1326395265SE +/- 0.49, N = 3SE +/- 0.79, N = 456.1557.361. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthLinux 5.9.2Linux 5.10 Git0.56031.12061.68092.24122.80152.402.49
MinAvgMaxLinux 5.9.21.723.438.2Linux 5.10 Git0.523.138.0OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor11223344551. Linux 5.9.2: Approximate power consumption of 695 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 663 Joules per run.
MinAvgMaxLinux 5.9.250.068.796.0Linux 5.10 Git49.068.797.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneAPI Level Zero TestsCPU Temperature Monitor20406080100
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthLinux 5.9.2Linux 5.10 Git1122334455Min: 55.17 / Avg: 56.15 / Max: 56.66Min: 56.49 / Avg: 57.36 / Max: 59.721. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeLinux 5.9.2Linux 5.10 Git7001400210028003500SE +/- 3.42, N = 3SE +/- 2.29, N = 33032.533030.511. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeLinux 5.9.2Linux 5.10 Git306090120150136.56137.69
MinAvgMaxLinux 5.9.21.522.231.6Linux 5.10 Git0.722.030.9OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 2102 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2091 Joules per run.
MinAvgMaxLinux 5.9.253.070.489.0Linux 5.10 Git53.069.092.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneAPI Level Zero TestsCPU Temperature Monitor20406080100
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeLinux 5.9.2Linux 5.10 Git5001000150020002500Min: 3026.25 / Avg: 3032.53 / Max: 3038.03Min: 3027.34 / Avg: 3030.51 / Max: 3034.961. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeLinux 5.9.2Linux 5.10 Git30060090012001500SE +/- 0.03, N = 3SE +/- 0.01, N = 31219.471219.501. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeLinux 5.9.2Linux 5.10 Git122436486055.0055.45
MinAvgMaxLinux 5.9.21.622.232.4Linux 5.10 Git0.722.032.6OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor10203040501. Linux 5.9.2: Approximate power consumption of 7871 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 7800 Joules per run.
MinAvgMaxLinux 5.9.254.071.187.0Linux 5.10 Git52.068.992.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneAPI Level Zero TestsCPU Temperature Monitor20406080100
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeLinux 5.9.2Linux 5.10 Git2004006008001000Min: 1219.43 / Avg: 1219.47 / Max: 1219.52Min: 1219.49 / Avg: 1219.5 / Max: 1219.511. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeLinux 5.9.2Linux 5.10 Git100200300400500SE +/- 0.92, N = 3SE +/- 0.23, N = 3435.16440.691. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeLinux 5.9.2Linux 5.10 Git51015202519.8120.30
OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption MonitorLinux 5.9.2Linux 5.10 Git1020304050Min: 1.54 / Avg: 21.96 / Max: 50.21Min: 0.64 / Avg: 21.71 / Max: 49.861. Linux 5.9.2: Approximate power consumption of 13105 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 12843 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetteroneAPI Level Zero TestsCPU Temperature MonitorLinux 5.9.2Linux 5.10 Git20406080100Min: 50 / Avg: 74.4 / Max: 99Min: 54 / Avg: 72.3 / Max: 97
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeLinux 5.9.2Linux 5.10 Git80160240320400Min: 433.37 / Avg: 435.16 / Max: 436.45Min: 440.31 / Avg: 440.69 / Max: 441.111. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryLinux 5.9.2Linux 5.10 Git48121620SE +/- 0.04, N = 3SE +/- 0.09, N = 314.4614.681. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryLinux 5.9.2Linux 5.10 Git0.14850.2970.44550.5940.74250.640.66
MinAvgMaxLinux 5.9.22.022.537.4Linux 5.10 Git0.722.238.0OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor11223344551. Linux 5.9.2: Approximate power consumption of 1360 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1318 Joules per run.
MinAvgMaxLinux 5.9.254.069.285.0Linux 5.10 Git52.067.797.0OpenBenchmarking.orgCelsius, Fewer Is BetteroneAPI Level Zero TestsCPU Temperature Monitor20406080100
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryLinux 5.9.2Linux 5.10 Git48121620Min: 14.39 / Avg: 14.46 / Max: 14.53Min: 14.5 / Avg: 14.68 / Max: 14.821. (CXX) g++ options: -ldl -pthread

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.9.2Linux 5.10 Git612182430SE +/- 0.04, N = 3SE +/- 0.05, N = 325.8325.51MIN: 24.75 / MAX: 35.45MIN: 24.7 / MAX: 33.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.9.2Linux 5.10 Git612182430Min: 25.75 / Avg: 25.83 / Max: 25.87Min: 25.45 / Avg: 25.51 / Max: 25.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.9.2Linux 5.10 Git714212835SE +/- 0.01, N = 3SE +/- 0.05, N = 330.6530.12MIN: 29.81 / MAX: 41.4MIN: 29.71 / MAX: 39.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.9.2Linux 5.10 Git714212835Min: 30.63 / Avg: 30.65 / Max: 30.67Min: 30.02 / Avg: 30.12 / Max: 30.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.9.2Linux 5.10 Git246810SE +/- 0.85, N = 3SE +/- 0.72, N = 37.186.88MIN: 5.33 / MAX: 12.82MIN: 5.35 / MAX: 12.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.9.2Linux 5.10 Git3691215Min: 5.5 / Avg: 7.18 / Max: 8.19Min: 5.49 / Avg: 6.88 / Max: 7.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.9.2Linux 5.10 Git246810SE +/- 0.92, N = 3SE +/- 0.91, N = 36.406.37MIN: 4.47 / MAX: 20.28MIN: 4.46 / MAX: 11.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.9.2Linux 5.10 Git3691215Min: 4.56 / Avg: 6.4 / Max: 7.34Min: 4.55 / Avg: 6.37 / Max: 7.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.9.2Linux 5.10 Git1.10032.20063.30094.40125.5015SE +/- 0.57, N = 3SE +/- 0.55, N = 34.894.86MIN: 3.66 / MAX: 14.97MIN: 3.66 / MAX: 14.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.9.2Linux 5.10 Git246810Min: 3.75 / Avg: 4.89 / Max: 5.48Min: 3.76 / Avg: 4.86 / Max: 5.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.9.2Linux 5.10 Git246810SE +/- 0.85, N = 3SE +/- 0.84, N = 36.916.84MIN: 5.09 / MAX: 14.45MIN: 5.08 / MAX: 16.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.9.2Linux 5.10 Git3691215Min: 5.21 / Avg: 6.91 / Max: 7.78Min: 5.17 / Avg: 6.84 / Max: 7.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.9.2Linux 5.10 Git3691215SE +/- 1.31, N = 3SE +/- 0.15, N = 39.9511.24MIN: 7.26 / MAX: 13.13MIN: 10.9 / MAX: 16.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.9.2Linux 5.10 Git3691215Min: 7.33 / Avg: 9.95 / Max: 11.28Min: 11.08 / Avg: 11.24 / Max: 11.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.9.2Linux 5.10 Git0.4860.9721.4581.9442.43SE +/- 0.01, N = 3SE +/- 0.01, N = 32.162.10MIN: 2.03 / MAX: 2.64MIN: 1.97 / MAX: 2.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.9.2Linux 5.10 Git246810Min: 2.14 / Avg: 2.16 / Max: 2.18Min: 2.09 / Avg: 2.1 / Max: 2.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.9.2Linux 5.10 Git612182430SE +/- 0.26, N = 3SE +/- 0.12, N = 324.5324.09MIN: 22.28 / MAX: 37.99MIN: 22.02 / MAX: 35.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.9.2Linux 5.10 Git612182430Min: 24.25 / Avg: 24.53 / Max: 25.04Min: 23.97 / Avg: 24.09 / Max: 24.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.9.2Linux 5.10 Git1632486480SE +/- 0.03, N = 3SE +/- 0.15, N = 370.4769.75MIN: 67.29 / MAX: 91MIN: 65.63 / MAX: 81.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.9.2Linux 5.10 Git1428425670Min: 70.4 / Avg: 70.47 / Max: 70.51Min: 69.52 / Avg: 69.75 / Max: 70.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.9.2Linux 5.10 Git510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 321.3021.04MIN: 18.5 / MAX: 35MIN: 18.53 / MAX: 23.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.9.2Linux 5.10 Git510152025Min: 21.18 / Avg: 21.3 / Max: 21.41Min: 20.97 / Avg: 21.04 / Max: 21.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.9.2Linux 5.10 Git510152025SE +/- 0.05, N = 3SE +/- 0.03, N = 318.6518.43MIN: 16.67 / MAX: 70.12MIN: 17.2 / MAX: 30.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.9.2Linux 5.10 Git510152025Min: 18.56 / Avg: 18.65 / Max: 18.74Min: 18.37 / Avg: 18.43 / Max: 18.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.9.2Linux 5.10 Git1122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 349.6149.15MIN: 46.87 / MAX: 64.94MIN: 46.92 / MAX: 63.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.9.2Linux 5.10 Git1020304050Min: 49.51 / Avg: 49.61 / Max: 49.75Min: 49.09 / Avg: 49.15 / Max: 49.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.9.2Linux 5.10 Git918273645SE +/- 0.02, N = 3SE +/- 0.03, N = 340.1139.64MIN: 38.54 / MAX: 54.03MIN: 38.39 / MAX: 43.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
MinAvgMaxLinux 5.9.21.522.358.2Linux 5.10 Git0.721.756.6OpenBenchmarking.orgWatts, Fewer Is BetterNCNN 20200916CPU Power Consumption Monitor16324864801. Linux 5.9.2: Approximate power consumption of 2197 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2134 Joules per run.
MinAvgMaxLinux 5.9.249.067.293.0Linux 5.10 Git53.065.188.0OpenBenchmarking.orgCelsius, Fewer Is BetterNCNN 20200916CPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.9.2Linux 5.10 Git816243240Min: 40.09 / Avg: 40.11 / Max: 40.14Min: 39.61 / Avg: 39.64 / Max: 39.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.9.2Linux 5.10 Git3691215SE +/- 0.13, N = 3SE +/- 0.14, N = 311.7311.60MIN: 11.29 / MAX: 12.41MIN: 11.27 / MAX: 12.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.9.2Linux 5.10 Git3691215Min: 11.46 / Avg: 11.73 / Max: 11.88Min: 11.44 / Avg: 11.6 / Max: 11.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.9.2Linux 5.10 Git510152025SE +/- 0.73, N = 3SE +/- 0.20, N = 321.2018.53MIN: 14.94 / MAX: 33.59MIN: 11.62 / MAX: 26.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.9.2Linux 5.10 Git510152025Min: 19.76 / Avg: 21.2 / Max: 22.14Min: 18.19 / Avg: 18.53 / Max: 18.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.9.2Linux 5.10 Git246810SE +/- 0.22, N = 3SE +/- 0.15, N = 37.207.02MIN: 6.16 / MAX: 8.79MIN: 6.17 / MAX: 7.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.9.2Linux 5.10 Git3691215Min: 6.97 / Avg: 7.2 / Max: 7.65Min: 6.73 / Avg: 7.02 / Max: 7.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.9.2Linux 5.10 Git3691215SE +/- 0.06, N = 3SE +/- 0.02, N = 310.1510.23MIN: 9.44 / MAX: 11.18MIN: 10.11 / MAX: 10.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.9.2Linux 5.10 Git3691215Min: 10.03 / Avg: 10.15 / Max: 10.22Min: 10.2 / Avg: 10.23 / Max: 10.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.9.2Linux 5.10 Git246810SE +/- 0.01, N = 3SE +/- 0.24, N = 37.797.45MIN: 6.72 / MAX: 9.53MIN: 6.27 / MAX: 9.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.9.2Linux 5.10 Git3691215Min: 7.78 / Avg: 7.79 / Max: 7.82Min: 6.99 / Avg: 7.45 / Max: 7.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.9.2Linux 5.10 Git246810SE +/- 0.23, N = 3SE +/- 0.08, N = 38.118.24MIN: 7.27 / MAX: 12.43MIN: 7.81 / MAX: 9.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.9.2Linux 5.10 Git3691215Min: 7.67 / Avg: 8.11 / Max: 8.44Min: 8.15 / Avg: 8.24 / Max: 8.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.9.2Linux 5.10 Git3691215SE +/- 0.03, N = 3SE +/- 0.02, N = 311.5011.46MIN: 10.9 / MAX: 17.06MIN: 10.93 / MAX: 17.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.9.2Linux 5.10 Git3691215Min: 11.44 / Avg: 11.5 / Max: 11.55Min: 11.43 / Avg: 11.46 / Max: 11.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.9.2Linux 5.10 Git0.47480.94961.42441.89922.374SE +/- 0.12, N = 3SE +/- 0.10, N = 32.111.74MIN: 1.16 / MAX: 6.29MIN: 1.31 / MAX: 2.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.9.2Linux 5.10 Git246810Min: 1.9 / Avg: 2.11 / Max: 2.3Min: 1.55 / Avg: 1.74 / Max: 1.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.9.2Linux 5.10 Git3691215SE +/- 0.05, N = 3SE +/- 0.04, N = 311.3611.31MIN: 10.74 / MAX: 16.12MIN: 10.42 / MAX: 16.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.9.2Linux 5.10 Git3691215Min: 11.3 / Avg: 11.36 / Max: 11.45Min: 11.27 / Avg: 11.31 / Max: 11.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.9.2Linux 5.10 Git918273645SE +/- 0.05, N = 3SE +/- 0.08, N = 338.7338.66MIN: 38.4 / MAX: 39.32MIN: 38.24 / MAX: 39.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.9.2Linux 5.10 Git816243240Min: 38.63 / Avg: 38.73 / Max: 38.8Min: 38.52 / Avg: 38.66 / Max: 38.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.9.2Linux 5.10 Git246810SE +/- 0.20, N = 3SE +/- 0.13, N = 37.757.67MIN: 6.86 / MAX: 8.66MIN: 6.97 / MAX: 8.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.9.2Linux 5.10 Git3691215Min: 7.38 / Avg: 7.75 / Max: 8.06Min: 7.42 / Avg: 7.67 / Max: 7.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.9.2Linux 5.10 Git3691215SE +/- 0.01, N = 3SE +/- 0.03, N = 39.499.61MIN: 8.97 / MAX: 9.73MIN: 9.29 / MAX: 9.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.9.2Linux 5.10 Git3691215Min: 9.48 / Avg: 9.49 / Max: 9.5Min: 9.56 / Avg: 9.61 / Max: 9.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.9.2Linux 5.10 Git48121620SE +/- 0.01, N = 3SE +/- 0.04, N = 315.4215.49MIN: 15.2 / MAX: 15.77MIN: 15.29 / MAX: 15.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.9.2Linux 5.10 Git48121620Min: 15.41 / Avg: 15.42 / Max: 15.43Min: 15.42 / Avg: 15.49 / Max: 15.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.9.2Linux 5.10 Git918273645SE +/- 0.79, N = 3SE +/- 0.37, N = 338.9339.43MIN: 27.38 / MAX: 52.63MIN: 26.24 / MAX: 54.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
MinAvgMaxLinux 5.9.21.413.826.2Linux 5.10 Git0.613.425.9OpenBenchmarking.orgWatts, Fewer Is BetterNCNN 20200916CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 840 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 802 Joules per run.
MinAvgMaxLinux 5.9.253.057.969.0Linux 5.10 Git44.055.967.0OpenBenchmarking.orgCelsius, Fewer Is BetterNCNN 20200916CPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.9.2Linux 5.10 Git816243240Min: 37.55 / Avg: 38.93 / Max: 40.27Min: 38.98 / Avg: 39.43 / Max: 40.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 0.2.3Target: CPU - Model: MobileNet v2Linux 5.9.2Linux 5.10 Git60120180240300SE +/- 0.63, N = 3SE +/- 0.59, N = 3285.03284.90MIN: 282.96 / MAX: 331.32MIN: 282.59 / MAX: 290.231. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
MinAvgMaxLinux 5.9.21.320.224.7Linux 5.10 Git0.719.624.5OpenBenchmarking.orgWatts, Fewer Is BetterTNN 0.2.3CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 486 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 470 Joules per run.
MinAvgMaxLinux 5.9.250.074.998.0Linux 5.10 Git43.072.498.0OpenBenchmarking.orgCelsius, Fewer Is BetterTNN 0.2.3CPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.9.2Linux 5.10 Git50100150200250Min: 283.97 / Avg: 285.03 / Max: 286.15Min: 283.89 / Avg: 284.9 / Max: 285.941. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.9.2Linux 5.10 Git60120180240300SE +/- 0.19, N = 3SE +/- 0.12, N = 3266.87266.98MIN: 266.04 / MAX: 272.72MIN: 266.28 / MAX: 269.831. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
MinAvgMaxLinux 5.9.21.719.924.9Linux 5.10 Git0.719.824.6OpenBenchmarking.orgWatts, Fewer Is BetterTNN 0.2.3CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 451 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 449 Joules per run.
MinAvgMaxLinux 5.9.253.078.895.0Linux 5.10 Git55.084.499.0OpenBenchmarking.orgCelsius, Fewer Is BetterTNN 0.2.3CPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.9.2Linux 5.10 Git50100150200250Min: 266.53 / Avg: 266.87 / Max: 267.2Min: 266.85 / Avg: 266.98 / Max: 267.211. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.9.2Linux 5.10 Git80K160K240K320K400KSE +/- 4855.15, N = 3SE +/- 5270.14, N = 3376937373999
MinAvgMaxLinux 5.9.21.522.249.7Linux 5.10 Git0.922.049.9OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor14284256701. Linux 5.9.2: Approximate power consumption of 1433 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1431 Joules per run.
MinAvgMaxLinux 5.9.255.069.994.0Linux 5.10 Git53.068.691.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.9.2Linux 5.10 Git70K140K210K280K350KMin: 367228 / Avg: 376936.67 / Max: 381945Min: 363460 / Avg: 373999 / Max: 379411

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.9.2Linux 5.10 Git80K160K240K320K400KSE +/- 3885.95, N = 3SE +/- 4774.88, N = 3371419368375
MinAvgMaxLinux 5.9.21.722.347.6Linux 5.10 Git0.622.147.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor14284256701. Linux 5.9.2: Approximate power consumption of 1441 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1432 Joules per run.
MinAvgMaxLinux 5.9.255.070.890.0Linux 5.10 Git53.070.090.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.9.2Linux 5.10 Git60K120K180K240K300KMin: 363649 / Avg: 371419 / Max: 375453Min: 358836 / Avg: 368375 / Max: 373537

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.9.2Linux 5.10 Git90K180K270K360K450KSE +/- 4833.16, N = 3SE +/- 5066.51, N = 3406464403362
MinAvgMaxLinux 5.9.21.822.252.3Linux 5.10 Git0.822.151.4OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor15304560751. Linux 5.9.2: Approximate power consumption of 1434 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1427 Joules per run.
MinAvgMaxLinux 5.9.255.071.095.0Linux 5.10 Git54.070.194.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.9.2Linux 5.10 Git70K140K210K280K350KMin: 396809 / Avg: 406464.33 / Max: 411691Min: 393229 / Avg: 403362 / Max: 408449

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.9.2Linux 5.10 Git120K240K360K480K600KSE +/- 7484.81, N = 3SE +/- 7517.35, N = 3562092558393
MinAvgMaxLinux 5.9.21.522.250.0Linux 5.10 Git1.022.050.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor14284256701. Linux 5.9.2: Approximate power consumption of 1441 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1428 Joules per run.
MinAvgMaxLinux 5.9.255.071.195.0Linux 5.10 Git54.069.692.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.9.2Linux 5.10 Git100K200K300K400K500KMin: 547124 / Avg: 562092.33 / Max: 569747Min: 543358 / Avg: 558392.67 / Max: 565941

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.9.2Linux 5.10 Git1.6M3.2M4.8M6.4M8MSE +/- 18933.68, N = 3SE +/- 23766.22, N = 374229737380820
MinAvgMaxLinux 5.9.21.621.850.1Linux 5.10 Git1.121.649.5OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor14284256701. Linux 5.9.2: Approximate power consumption of 3615 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 3554 Joules per run.
MinAvgMaxLinux 5.9.255.070.794.0Linux 5.10 Git54.069.893.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.9.2Linux 5.10 Git1.3M2.6M3.9M5.2M6.5MMin: 7385140 / Avg: 7422973.33 / Max: 7443280Min: 7333620 / Avg: 7380820 / Max: 7409280

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.9.2Linux 5.10 Git2M4M6M8M10MSE +/- 15460.58, N = 3SE +/- 24315.96, N = 381977178161010
MinAvgMaxLinux 5.9.21.921.950.0Linux 5.10 Git0.721.649.0OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Power Consumption Monitor14284256701. Linux 5.9.2: Approximate power consumption of 3629 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 3577 Joules per run.
MinAvgMaxLinux 5.9.255.070.694.0Linux 5.10 Git54.069.994.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2020-08-23CPU Temperature Monitor20406080100
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.9.2Linux 5.10 Git1.4M2.8M4.2M5.6M7MMin: 8166810 / Avg: 8197716.67 / Max: 8213990Min: 8112380 / Avg: 8161010 / Max: 8185700

Tesseract

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

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Linux 5.9.2Linux 5.10 Git306090120150SE +/- 1.35, N = 8SE +/- 1.33, N = 9134.10135.18
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Linux 5.9.2Linux 5.10 Git2468106.076.20
MinAvgMaxLinux 5.9.21.722.135.6Linux 5.10 Git1.321.834.7OpenBenchmarking.orgWatts, Fewer Is BetterTesseract 2014-05-12CPU Power Consumption Monitor10203040501. Linux 5.9.2: Approximate power consumption of 795 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 785 Joules per run.
MinAvgMaxLinux 5.9.254.066.993.0Linux 5.10 Git54.065.490.0OpenBenchmarking.orgCelsius, Fewer Is BetterTesseract 2014-05-12CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Linux 5.9.2Linux 5.10 Git306090120150Min: 132.09 / Avg: 134.1 / Max: 143.41Min: 132.64 / Avg: 135.18 / Max: 145.68

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowLinux 5.9.2Linux 5.10 Git70140210280350SE +/- 3.28, N = 8SE +/- 3.25, N = 8323.85325.88MIN: 186 / MAX: 650MIN: 181 / MAX: 646
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowLinux 5.9.2Linux 5.10 Git4812162014.7815.02
MinAvgMaxLinux 5.9.22.521.933.3Linux 5.10 Git1.721.732.3OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor10203040501. Linux 5.9.2: Approximate power consumption of 901 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 887 Joules per run.
MinAvgMaxLinux 5.9.255.071.295.0Linux 5.10 Git53.069.096.0OpenBenchmarking.orgCelsius, Fewer Is BetterXonotic 0.8.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowLinux 5.9.2Linux 5.10 Git60120180240300Min: 320.05 / Avg: 323.85 / Max: 346.8Min: 320.17 / Avg: 325.88 / Max: 348.38

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighLinux 5.9.2Linux 5.10 Git4080120160200SE +/- 2.04, N = 3SE +/- 2.35, N = 3195.62196.63MIN: 113 / MAX: 303MIN: 109 / MAX: 304
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighLinux 5.9.2Linux 5.10 Git2468108.748.85
MinAvgMaxLinux 5.9.22.122.436.1Linux 5.10 Git1.122.236.8OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor10203040501. Linux 5.9.2: Approximate power consumption of 1409 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1384 Joules per run.
MinAvgMaxLinux 5.9.254.067.394.0Linux 5.10 Git53.065.989.0OpenBenchmarking.orgCelsius, Fewer Is BetterXonotic 0.8.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighLinux 5.9.2Linux 5.10 Git4080120160200Min: 193.32 / Avg: 195.62 / Max: 199.69Min: 194.25 / Avg: 196.63 / Max: 201.34

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraLinux 5.9.2Linux 5.10 Git4080120160200SE +/- 1.92, N = 3SE +/- 1.87, N = 3159.96160.36MIN: 79 / MAX: 269MIN: 81 / MAX: 269
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraLinux 5.9.2Linux 5.10 Git2468107.147.26
MinAvgMaxLinux 5.9.22.022.439.0Linux 5.10 Git1.022.138.6OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor11223344551. Linux 5.9.2: Approximate power consumption of 1672 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1650 Joules per run.
MinAvgMaxLinux 5.9.254.068.194.0Linux 5.10 Git54.065.494.0OpenBenchmarking.orgCelsius, Fewer Is BetterXonotic 0.8.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraLinux 5.9.2Linux 5.10 Git306090120150Min: 157.79 / Avg: 159.96 / Max: 163.79Min: 158.33 / Avg: 160.36 / Max: 164.1

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateLinux 5.9.2Linux 5.10 Git306090120150SE +/- 0.94, N = 3SE +/- 1.08, N = 3122.24123.39MIN: 36 / MAX: 229MIN: 35 / MAX: 230
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateLinux 5.9.2Linux 5.10 Git1.25782.51563.77345.03126.2895.495.59
MinAvgMaxLinux 5.9.22.022.338.5Linux 5.10 Git1.322.138.6OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor11223344551. Linux 5.9.2: Approximate power consumption of 2116 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2081 Joules per run.
MinAvgMaxLinux 5.9.255.067.492.0Linux 5.10 Git54.066.191.0OpenBenchmarking.orgCelsius, Fewer Is BetterXonotic 0.8.2CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateLinux 5.9.2Linux 5.10 Git20406080100Min: 121 / Avg: 122.24 / Max: 124.08Min: 121.98 / Avg: 123.39 / Max: 125.5

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.9.2Linux 5.10 Git20406080100SE +/- 0.64, N = 3SE +/- 1.31, N = 3107.89111.191. firefox 81.0.2
OpenBenchmarking.orgScore Per Watt, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.9.2Linux 5.10 Git1.2152.433.6454.866.0755.185.40
MinAvgMaxLinux 5.9.21.720.841.2Linux 5.10 Git1.120.645.9OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor12243648601. Linux 5.9.2: Approximate power consumption of 4511 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 4532 Joules per run.
MinAvgMaxLinux 5.9.254.078.9100.0Linux 5.10 Git52.076.796.0OpenBenchmarking.orgCelsius, Fewer Is BetterSeleniumCPU Temperature Monitor20406080100
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 5.9.2Linux 5.10 Git20406080100Min: 106.63 / Avg: 107.89 / Max: 108.7Min: 109.1 / Avg: 111.19 / Max: 113.611. firefox 81.0.2

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.9.2Linux 5.10 Git20406080100SE +/- 0.68, N = 3SE +/- 1.40, N = 498.298.01. firefox 81.0.2
OpenBenchmarking.orgRuns / Minute Per Watt, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.9.2Linux 5.10 Git1.08452.1693.25354.3385.42254.794.82
MinAvgMaxLinux 5.9.21.420.533.6Linux 5.10 Git1.220.332.9OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor10203040501. Linux 5.9.2: Approximate power consumption of 1216 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1205 Joules per run.
MinAvgMaxLinux 5.9.252.067.993.0Linux 5.10 Git52.067.294.0OpenBenchmarking.orgCelsius, Fewer Is BetterSeleniumCPU Temperature Monitor20406080100
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxLinux 5.9.2Linux 5.10 Git20406080100Min: 97.3 / Avg: 98.17 / Max: 99.5Min: 95.9 / Avg: 98 / Max: 1021. firefox 81.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.9.2Linux 5.10 Git70140210280350SE +/- 2.31, N = 4SE +/- 2.99, N = 4329.6333.21. firefox 81.0.2
MinAvgMaxLinux 5.9.21.617.831.4Linux 5.10 Git1.317.528.9OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 338 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 337 Joules per run.
MinAvgMaxLinux 5.9.250.072.498.0Linux 5.10 Git53.072.696.0OpenBenchmarking.orgCelsius, Fewer Is BetterSeleniumCPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 5.9.2Linux 5.10 Git60120180240300Min: 323.7 / Avg: 329.6 / Max: 335Min: 324.6 / Avg: 333.18 / Max: 338.51. firefox 81.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.9.2Linux 5.10 Git714212835SE +/- 0.28, N = 6SE +/- 0.18, N = 628.127.81. firefox 81.0.2
MinAvgMaxLinux 5.9.21.612.030.3Linux 5.10 Git0.811.428.4OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 146 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 137 Joules per run.
MinAvgMaxLinux 5.9.252.062.695.0Linux 5.10 Git51.057.595.0OpenBenchmarking.orgCelsius, Fewer Is BetterSeleniumCPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 5.9.2Linux 5.10 Git612182430Min: 27.1 / Avg: 28.05 / Max: 28.9Min: 27.1 / Avg: 27.8 / Max: 28.31. firefox 81.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.9.2Linux 5.10 Git150300450600750SE +/- 4.35, N = 3SE +/- 1.03, N = 3677.2669.91. firefox 81.0.2
MinAvgMaxLinux 5.9.22.116.328.2Linux 5.10 Git0.716.228.6OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 485 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 469 Joules per run.
MinAvgMaxLinux 5.9.248.063.885.0Linux 5.10 Git48.066.894.0OpenBenchmarking.orgCelsius, Fewer Is BetterSeleniumCPU Temperature Monitor20406080100
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 5.9.2Linux 5.10 Git120240360480600Min: 669.3 / Avg: 677.17 / Max: 684.3Min: 667.8 / Avg: 669.87 / Max: 670.91. firefox 81.0.2

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 TimesLinux 5.9.2Linux 5.10 Git2004006008001000SE +/- 10.75, N = 4SE +/- 55.93, N = 15759849
MinAvgMaxLinux 5.9.21.821.730.5Linux 5.10 Git0.620.730.3OpenBenchmarking.orgWatts, Fewer Is BetterPyBench 2018-02-16CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 520 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 505 Joules per run.
MinAvgMaxLinux 5.9.252.087.999.0Linux 5.10 Git50.085.399.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyBench 2018-02-16CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesLinux 5.9.2Linux 5.10 Git150300450600750Min: 728 / Avg: 758.75 / Max: 775Min: 731 / Avg: 848.93 / Max: 1271

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_templateLinux 5.9.2Linux 5.10 Git918273645SE +/- 0.52, N = 3SE +/- 0.42, N = 337.637.6
MinAvgMaxLinux 5.9.21.821.729.3Linux 5.10 Git0.721.529.6OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 744 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 737 Joules per run.
MinAvgMaxLinux 5.9.254.083.698.0Linux 5.10 Git53.082.196.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateLinux 5.9.2Linux 5.10 Git816243240Min: 36.6 / Avg: 37.63 / Max: 38.2Min: 36.8 / Avg: 37.63 / Max: 38.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatLinux 5.9.2Linux 5.10 Git20406080100SE +/- 1.05, N = 3SE +/- 1.00, N = 393.793.8
MinAvgMaxLinux 5.9.22.321.929.7Linux 5.10 Git0.721.729.9OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 803 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 794 Joules per run.
MinAvgMaxLinux 5.9.254.083.1100.0Linux 5.10 Git53.080.099.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatLinux 5.9.2Linux 5.10 Git20406080100Min: 91.6 / Avg: 93.7 / Max: 94.8Min: 91.8 / Avg: 93.77 / Max: 95.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goLinux 5.9.2Linux 5.10 Git4080120160200SE +/- 1.67, N = 3SE +/- 2.00, N = 3202201
MinAvgMaxLinux 5.9.21.621.729.1Linux 5.10 Git1.021.429.1OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 853 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 836 Joules per run.
MinAvgMaxLinux 5.9.254.083.996.0Linux 5.10 Git54.084.496.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goLinux 5.9.2Linux 5.10 Git4080120160200Min: 199 / Avg: 202.33 / Max: 204Min: 197 / Avg: 201 / Max: 203

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibLinux 5.9.2Linux 5.10 Git48121620SE +/- 0.19, N = 4SE +/- 0.23, N = 313.913.9
MinAvgMaxLinux 5.9.21.721.729.2Linux 5.10 Git1.121.629.6OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 575 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 577 Joules per run.
MinAvgMaxLinux 5.9.254.081.794.0Linux 5.10 Git53.083.095.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibLinux 5.9.2Linux 5.10 Git48121620Min: 13.3 / Avg: 13.88 / Max: 14.1Min: 13.4 / Avg: 13.87 / Max: 14.1

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupLinux 5.9.2Linux 5.10 Git246810SE +/- 0.01, N = 3SE +/- 0.01, N = 36.556.52
MinAvgMaxLinux 5.9.21.921.527.2Linux 5.10 Git0.621.326.8OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor8162432401. Linux 5.9.2: Approximate power consumption of 2306 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2271 Joules per run.
MinAvgMaxLinux 5.9.254.077.294.0Linux 5.10 Git54.076.494.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupLinux 5.9.2Linux 5.10 Git3691215Min: 6.54 / Avg: 6.55 / Max: 6.56Min: 6.5 / Avg: 6.52 / Max: 6.53

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileLinux 5.9.2Linux 5.10 Git306090120150SE +/- 1.68, N = 4SE +/- 2.19, N = 3130129
MinAvgMaxLinux 5.9.21.721.729.7Linux 5.10 Git0.921.628.6OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 640 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 640 Joules per run.
MinAvgMaxLinux 5.9.255.084.196.0Linux 5.10 Git55.083.096.0OpenBenchmarking.orgCelsius, Fewer Is BetterPyPerformance 1.0.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileLinux 5.9.2Linux 5.10 Git20406080100Min: 125 / Avg: 130 / Max: 132Min: 125 / Avg: 129.33 / Max: 132

ctx_clock

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeLinux 5.9.2Linux 5.10 Git306090120150SE +/- 0.32, N = 14SE +/- 0.54, N = 14131127
MinAvgMaxLinux 5.9.21.35.113.7Linux 5.10 Git0.63.913.5OpenBenchmarking.orgWatts, Fewer Is Betterctx_clockCPU Power Consumption Monitor5101520251. Linux 5.9.2: Approximate power consumption of 24 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 18 Joules per run.
MinAvgMaxLinux 5.9.248.054.174.0Linux 5.10 Git47.052.976.0OpenBenchmarking.orgCelsius, Fewer Is Betterctx_clockCPU Temperature Monitor20406080100
OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeLinux 5.9.2Linux 5.10 Git20406080100Min: 129 / Avg: 131.21 / Max: 132Min: 125 / Avg: 126.57 / Max: 130

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.9.2Linux 5.10 Git612182430SE +/- 0.54, N = 14SE +/- 0.54, N = 1425.5225.731. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.9.2Linux 5.10 Git0.26550.5310.79651.0621.32751.161.18
MinAvgMaxLinux 5.9.21.222.066.1Linux 5.10 Git0.621.866.5OpenBenchmarking.orgWatts, Fewer Is Betterx265 3.4CPU Power Consumption Monitor204060801001. Linux 5.9.2: Approximate power consumption of 607 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 598 Joules per run.
MinAvgMaxLinux 5.9.246.068.499.0Linux 5.10 Git45.068.199.0OpenBenchmarking.orgCelsius, Fewer Is Betterx265 3.4CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.9.2Linux 5.10 Git612182430Min: 24.61 / Avg: 25.52 / Max: 32.47Min: 24.94 / Avg: 25.73 / Max: 32.681. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.9.2Linux 5.10 Git1.23532.47063.70594.94126.1765SE +/- 0.03, N = 3SE +/- 0.02, N = 35.485.491. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.9.2Linux 5.10 Git0.05630.11260.16890.22520.28150.250.25
MinAvgMaxLinux 5.9.21.721.869.1Linux 5.10 Git1.021.664.8OpenBenchmarking.orgWatts, Fewer Is Betterx265 3.4CPU Power Consumption Monitor204060801001. Linux 5.9.2: Approximate power consumption of 2470 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2451 Joules per run.
MinAvgMaxLinux 5.9.254.069.5100.0Linux 5.10 Git54.068.2100.0OpenBenchmarking.orgCelsius, Fewer Is Betterx265 3.4CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.9.2Linux 5.10 Git246810Min: 5.43 / Avg: 5.48 / Max: 5.54Min: 5.47 / Avg: 5.49 / Max: 5.521. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.9.2Linux 5.10 Git3691215SE +/- 0.12, N = 7SE +/- 0.10, N = 1010.8210.861. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.9.2Linux 5.10 Git0.11480.22960.34440.45920.5740.500.51
MinAvgMaxLinux 5.9.21.821.866.8Linux 5.10 Git0.721.465.9OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 0.8CPU Power Consumption Monitor204060801001. Linux 5.9.2: Approximate power consumption of 748 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 732 Joules per run.
MinAvgMaxLinux 5.9.255.069.1100.0Linux 5.10 Git54.068.799.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 0.8CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.9.2Linux 5.10 Git3691215Min: 10.67 / Avg: 10.82 / Max: 11.5Min: 10.67 / Avg: 10.86 / Max: 11.741. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.9.2Linux 5.10 Git0.28130.56260.84391.12521.4065SE +/- 0.016, N = 3SE +/- 0.014, N = 31.2431.2501. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.9.2Linux 5.10 Git0.01350.0270.04050.0540.06750.060.06
MinAvgMaxLinux 5.9.21.621.970.3Linux 5.10 Git0.921.971.6OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 0.8CPU Power Consumption Monitor204060801001. Linux 5.9.2: Approximate power consumption of 1521 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1504 Joules per run.
MinAvgMaxLinux 5.9.256.069.4100.0Linux 5.10 Git54.068.199.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 0.8CPU Temperature Monitor20406080100
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.9.2Linux 5.10 Git246810Min: 1.23 / Avg: 1.24 / Max: 1.28Min: 1.24 / Avg: 1.25 / Max: 1.281. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.9.2Linux 5.10 Git6K12K18K24K30KSE +/- 979.97, N = 15SE +/- 786.71, N = 1525845.4927526.891. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS Per Watt, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.9.2Linux 5.10 Git300600900120015001219.571330.90
MinAvgMaxLinux 5.9.21.321.264.2Linux 5.10 Git0.420.764.8OpenBenchmarking.orgWatts, Fewer Is BetterFFTE 7.0CPU Power Consumption Monitor204060801001. Linux 5.9.2: Approximate power consumption of 134 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 131 Joules per run.
MinAvgMaxLinux 5.9.255.069.695.0Linux 5.10 Git54.069.295.0OpenBenchmarking.orgCelsius, Fewer Is BetterFFTE 7.0CPU Temperature Monitor20406080100
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.9.2Linux 5.10 Git5K10K15K20K25KMin: 22223.71 / Avg: 25845.49 / Max: 31055.67Min: 23363.23 / Avg: 27526.89 / Max: 31133.041. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

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 1,000Linux 5.9.2Linux 5.10 Git1224364860SE +/- 0.42, N = 3SE +/- 0.57, N = 351.9151.261. (CC) gcc options: -O2 -ldl -lz -lpthread
MinAvgMaxLinux 5.9.21.821.429.1Linux 5.10 Git0.921.229.4OpenBenchmarking.orgWatts, Fewer Is BetterSQLite Speedtest 3.30CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 1196 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1179 Joules per run.
MinAvgMaxLinux 5.9.255.078.793.0Linux 5.10 Git54.077.795.0OpenBenchmarking.orgCelsius, Fewer Is BetterSQLite Speedtest 3.30CPU Temperature Monitor20406080100
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.9.2Linux 5.10 Git1020304050Min: 51.08 / Avg: 51.91 / Max: 52.43Min: 50.12 / Avg: 51.26 / Max: 51.961. (CC) gcc options: -O2 -ldl -lz -lpthread

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.9.2Linux 5.10 Git13M26M39M52M65MSE +/- 549322.12, N = 3SE +/- 388960.22, N = 358698413.158749195.6
OpenBenchmarking.orgLPS Per Watt, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.9.2Linux 5.10 Git900K1800K2700K3600K4500K3851792.154304139.90
MinAvgMaxLinux 5.9.21.315.228.4Linux 5.10 Git0.413.628.5OpenBenchmarking.orgWatts, Fewer Is BetterBYTE Unix Benchmark 3.6CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 1890 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 1693 Joules per run.
MinAvgMaxLinux 5.9.252.072.495.0Linux 5.10 Git50.071.495.0OpenBenchmarking.orgCelsius, Fewer Is BetterBYTE Unix Benchmark 3.6CPU Temperature Monitor20406080100
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.9.2Linux 5.10 Git10M20M30M40M50MMin: 57607484.5 / Avg: 58698413.07 / Max: 59356440.7Min: 58347368.7 / Avg: 58749195.63 / Max: 59526972.6

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 DynamicsLinux 5.9.2Linux 5.10 Git48121620SE +/- 0.20, N = 4SE +/- 0.06, N = 415.8615.94
MinAvgMaxLinux 5.9.21.421.628.8Linux 5.10 Git0.621.529.2OpenBenchmarking.orgWatts, Fewer Is BetterDolfyn 0.527CPU Power Consumption Monitor9182736451. Linux 5.9.2: Approximate power consumption of 432 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 431 Joules per run.
MinAvgMaxLinux 5.9.250.080.996.0Linux 5.10 Git50.078.896.0OpenBenchmarking.orgCelsius, Fewer Is BetterDolfyn 0.527CPU Temperature Monitor20406080100
OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.9.2Linux 5.10 Git48121620Min: 15.42 / Avg: 15.86 / Max: 16.22Min: 15.87 / Avg: 15.94 / Max: 16.11

MPV

MPV is an open-source, cross-platform media player. This test profile tests the frame-rate that can be achieved unsynchronized in a desynchronized mode. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git90180270360450SE +/- 3.18, N = 3SE +/- 3.70, N = 3415.04416.86MIN: 332.96 / MAX: 479.47MIN: 314.2 / MAX: 479.471. mpv 0.32.0
OpenBenchmarking.orgFPS Per Watt, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git51015202518.9219.19
MinAvgMaxLinux 5.9.21.221.941.3Linux 5.10 Git0.821.741.5OpenBenchmarking.orgWatts, Fewer Is BetterMPVCPU Power Consumption Monitor11223344551. Linux 5.9.2: Approximate power consumption of 2135 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 2071 Joules per run.
MinAvgMaxLinux 5.9.254.072.683.0Linux 5.10 Git53.071.081.0OpenBenchmarking.orgCelsius, Fewer Is BetterMPVCPU Temperature Monitor20406080100
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git70140210280350Min: 410.9 / Avg: 415.04 / Max: 421.3Min: 413 / Avg: 416.86 / Max: 424.251. mpv 0.32.0

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git306090120150SE +/- 0.53, N = 3SE +/- 0.58, N = 3155.38156.44MIN: 123.38 / MAX: 178.91MIN: 126.29 / MAX: 181.61. mpv 0.32.0
OpenBenchmarking.orgFPS Per Watt, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git2468107.097.20
MinAvgMaxLinux 5.9.22.021.946.0Linux 5.10 Git0.621.745.7OpenBenchmarking.orgWatts, Fewer Is BetterMPVCPU Power Consumption Monitor12243648601. Linux 5.9.2: Approximate power consumption of 3937 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 4109 Joules per run.
MinAvgMaxLinux 5.9.253.070.387.0Linux 5.10 Git52.069.685.0OpenBenchmarking.orgCelsius, Fewer Is BetterMPVCPU Temperature Monitor20406080100
OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.9.2Linux 5.10 Git306090120150Min: 154.81 / Avg: 155.38 / Max: 156.44Min: 155.75 / Avg: 156.44 / Max: 157.61. mpv 0.32.0

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.9.2Linux 5.10 Git0.63341.26681.90022.53363.167SE +/- 0.072, N = 15SE +/- 0.069, N = 152.8152.6961. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day Per Watt, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.9.2Linux 5.10 Git0.02930.05860.08790.11720.14650.130.13
MinAvgMaxLinux 5.9.21.221.358.1Linux 5.10 Git0.821.257.9OpenBenchmarking.orgWatts, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020CPU Power Consumption Monitor16324864801. Linux 5.9.2: Approximate power consumption of 240 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 244 Joules per run.
MinAvgMaxLinux 5.9.253.068.192.0Linux 5.10 Git52.068.391.0OpenBenchmarking.orgCelsius, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020CPU Temperature Monitor20406080100
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.9.2Linux 5.10 Git246810Min: 2.54 / Avg: 2.81 / Max: 3.77Min: 2.42 / Avg: 2.7 / Max: 3.561. (CXX) g++ options: -O3 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.9.2Linux 5.10 Git0.50181.00361.50542.00722.509SE +/- 0.006, N = 3SE +/- 0.000, N = 32.2302.2201. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day Per Watt, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.9.2Linux 5.10 Git0.02250.0450.06750.090.11250.100.10
OpenBenchmarking.orgWatts, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020CPU Power Consumption MonitorLinux 5.9.2Linux 5.10 Git1224364860Min: 1.51 / Avg: 21.41 / Max: 58.89Min: 0.71 / Avg: 21.19 / Max: 58.21. Linux 5.9.2: Approximate power consumption of 82757 Joules per run.2. Linux 5.10 Git: Approximate power consumption of 82292 Joules per run.
OpenBenchmarking.orgCelsius, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020CPU Temperature MonitorLinux 5.9.2Linux 5.10 Git20406080100Min: 53 / Avg: 67.04 / Max: 94Min: 53 / Avg: 66.59 / Max: 91
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.9.2Linux 5.10 Git246810Min: 2.22 / Avg: 2.23 / Max: 2.24Min: 2.22 / Avg: 2.22 / Max: 2.221. (CXX) g++ options: -O3 -pthread -lm

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsLinux 5.9.2Linux 5.10 Git4080120160200158.89160.01

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringLinux 5.9.2Linux 5.10 Git1428425670Min: 0.91 / Avg: 20.89 / Max: 70.28Min: 0.37 / Avg: 20.59 / Max: 71.57

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringLinux 5.9.2Linux 5.10 Git20406080100Min: 34 / Avg: 68.84 / Max: 100Min: 41 / Avg: 68.08 / Max: 100

78 Results Shown

RealSR-NCNN:
  4x - Yes
  4x - No
Waifu2x-NCNN Vulkan:
  2x - 3 - Yes
  2x - 3 - No
oneAPI Level Zero Tests:
  Peak Float16 Global Memory Bandwidth
  Peak Half-Precision Compute
  Peak Single-Precision Compute
  Peak Integer Compute
  Peak System Memory Copy to Shared Memory
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  Vulkan GPU - squeezenet
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
TensorFlow Lite:
  Mobilenet Float
  Mobilenet Quant
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
Tesseract
Xonotic:
  1920 x 1200 - Low
  1920 x 1200 - High
  1920 x 1200 - Ultra
  1920 x 1200 - Ultimate
Selenium:
  Jetstream 2 - Firefox
  StyleBench - Firefox
  WASM collisionDetection - Firefox
  WASM imageConvolute - Firefox
  Kraken - Firefox
PyBench
PyPerformance:
  django_template
  float
  go
  pathlib
  python_startup
  regex_compile
ctx_clock
x265:
  Bosphorus 1080p
  Bosphorus 4K
SVT-AV1:
  Enc Mode 8 - 1080p
  Enc Mode 4 - 1080p
FFTE
SQLite Speedtest
BYTE Unix Benchmark
Dolfyn
MPV:
  Big Buck Bunny Sunflower 1080p - Software Only
  Big Buck Bunny Sunflower 4K - Software Only
LAMMPS Molecular Dynamics Simulator:
  Rhodopsin Protein
  20k Atoms
Meta Performance Per Watts:
  Performance Per Watts
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring

Linux 5.9.2

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 20.10, Kernel: 5.9.2-050902-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, OpenCL: OpenCL 3.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3
Python Notes: Python 3.8.6
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 29 October 2020 10:27 by user phoronix.

Linux 5.10 Git

Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.3 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel UHD 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201

OS: Ubuntu 20.10, Kernel: 5.10.0-051000rc1daily20201029-generic (x86_64) 20201028, Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Display Driver: modesetting 1.20.9, OpenGL: 4.6 Mesa 20.2.1, OpenCL: OpenCL 3.0, Vulkan: 1.2.145, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 1920x1200

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3
Python Notes: Python 3.8.6
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 29 October 2020 18:22 by user phoronix.