Dell Tiger Lake Stock Configuration

Intel Core i7-1165G7 testing with a System76 Galago Pro (2020-10-29_93987da-dirty BIOS) and Intel UHD on Pop 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010296-FI-2010170FI14&grt&export=pdf&sor&rro.

Dell Tiger Lake Stock ConfigurationProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.0.1 BIOS)Intel Device a0ef16GBKIOXIA KBG40ZNS256G NVMe 256GBIntel Xe 3GB (1300MHz)Realtek ALC289Intel Device a0f0Ubuntu 20.045.6.0-1031-oem (x86_64)GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.81.2.131GCC 9.3.0ext41920x12005.9.0-050900-generic (x86_64)4.6 Mesa 20.3.0-devel (git-442f48f 2020-10-15 focal-oibaf-ppa)1.2.1455.9.0-050900daily20201016-generic (x86_64)System76 Galago Pro (2020-10-29_93987da-dirty BIOS)Intel Tiger Lake-LP64GB500GB Western Digital WDS500G2B0C-00PXH0Intel UHD (1300MHz)Realtek ALC293Realtek RTL8111/8168/8411 + Intel Wi-Fi 6 AX201Pop 20.105.8.0-7625-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.6 Mesa 20.2.1GCC 10.2.01920x1080OpenBenchmarking.orgCompiler Details- Dell Stock: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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 - System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: --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 Disk Details- Dell Stock: NONE / errors=remount-ro,relatime,rw- Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: NONE / errors=remount-ro,relatime,rw- Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: NONE / errors=remount-ro,relatime,rw- System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: NONE / errors=remount-ro,noatime,rwProcessor Details- Dell Stock: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x52- Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x52- Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x52- System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x30 - Thermald 2.3Python Details- Dell Stock: Python 3.8.5- Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: Python 3.8.5- Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: Python 3.8.5- System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: Python 2.7.18 + Python 3.8.6Security 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

Dell Tiger Lake Stock Configurationbyte: Dhrystone 2deepspeech: CPUespeak: Text-To-Speech Synthesisetlegacy: Renderer2 - 1920 x 1200ffte: N=256, 3D Complex FFT Routinegegl: Cropgegl: Scalegegl: Color Enhancegegl: Rotate 90 Degreesglmark2: 1920 x 1200inkscape: SVG Files To PNGoidn: Memoriallibreoffice: 20 Documents To PDFrsvg: SVG Files To PNGnamd: ATPase Simulation - 327,506 Atomsncnn: 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-tinyopenvkl: vklBenchmarkospray: San Miguel - SciVisospray: San Miguel - Path Tracerospray: Magnetic Reconnection - SciVisospray: Magnetic Reconnection - Path Tracerphpbench: PHP Benchmark Suitepybench: Total For Average Test Timesrawtherapee: Total Benchmark Timerealsr-ncnn: 4x - Nornnoise: selenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: Octane - Firefoxselenium: CanvasMark - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: ARES-6 - Google Chromeselenium: Kraken - Google Chromeselenium: Octane - Google Chromeselenium: PSPDFKit WASM - Firefoxselenium: CanvasMark - Google Chromeselenium: StyleBench - Google Chromeselenium: Jetstream 2 - Google Chromeselenium: PSPDFKit WASM - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromesqlite: 1sqlite-speedtest: Timed Time - Size 1,000svt-av1: Enc Mode 8 - 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080ptensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: Mobilenet Floattesseract: 1920 x 1200build-ffmpeg: Time To Compilehmmer: Pfam Database Searchbuild-linux-kernel: Time To Compilemafft: Multiple Sequence Alignment - LSU RNAbuild-mplayer: Time To Compiletnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1tungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric Causticwebp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionxonotic: 1920 x 1200 - Highxonotic: 1920 x 1200 - Ultraxonotic: 1920 x 1200 - Ultimatecompress-zstd: 3compress-zstd: 19Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL238796199.481.0405839.40184.722977.06644687310.2656.92775.86453.38155928.2896.487.98432.4904.2595326.7130.667.866.735.367.3710.542.2222.0663.5119.5118.1644.5040.5080.2177.0431.5536.5318.1432.9075.715.0376.46285.3848.2760.96127.5096.4984.616.550.548.19125658662108299.823326.44531.97453.451022.0265731064268.870.66524.791146.24214918511247528.44106.813292442.3495.042.9888426.344229.42875.90712.16290.1868.23552324812439337267360.64169134.333191.574210.53111.03394.156407.437403.21372.009253.576121.582528.185823.5859.64849.051125.812976386.235676857.88755983228.121.138743943.680.9559239.532113.122845.27423988011.4248.12176.98454.63084029.0676.458.42734.6294.3495426.5730.837.726.705.367.1610.262.2121.7563.4819.1318.0844.2040.5915.7620.788.0310.628.088.4111.694.9011.2740.738.8410.1115.5333.5184.396.580.548.19125655140108199.29773.87432.02254.341017.3265941056868.170.01224.881127.94145718661212628.5106.453291141.9494.842.7395426.029029.33675.07912.07990.8869.11543259799744336991896.83755134.094190.956210.55410.88094.966407.097402.95172.004453.740921.628328.210023.6519.65648.976190.1400711160.2983235121.45563173234.721.238803868.181.8791839.438114.523067.41321994011.4278.12877.04854.69583328.8316.448.39834.1774.2598426.5130.707.706.635.307.1310.372.2121.6563.8219.2118.1344.2840.4813.7120.058.4110.758.238.5311.684.7311.4440.788.5010.1515.5631.5384.366.570.548.15125658287108499.51374.02532.02753.781013.7264301068467.870.16224.901139.54198118431221528.40106.289290741.7500.643.2333426.013529.38175.38112.13691.2469.66546268807320037025197.80785134.155192.095210.49710.94994.800406.740403.88972.166853.785321.469928.291923.6879.64249.066189.9299691162.0666039121.55014373259.521.258805538.873.2525326.855116.127387.3096296106.3994.66745.81734.0836057.266.06419.2913.3048618.9021.995.885.084.035.518.211.6618.2657.6016.8216.6137.9429.8212.6619.658.1510.718.518.7211.892.6311.6941.689.3610.4615.6738.19100.747.190.638.93142.8697307372372.17873.10021.38437.88757.0399891922491.499.78428.8335.110.06251.31616.043108.8282.843936435644540266148122.5849104.190103.888169.1108.42175.86550.734937.982815.847421.061816.1466.38533.469182.8075167158.0563673122.74728433817.124.1OpenBenchmarking.org

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL213M26M39M52M65MSE +/- 159165.90, N = 3SE +/- 65642.29, N = 3SE +/- 157677.05, N = 3SE +/- 39477.81, N = 338743943.638796199.438803868.158805538.8

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.89, N = 3SE +/- 0.51, N = 3SE +/- 0.65, N = 3SE +/- 0.30, N = 381.8881.0480.9673.25

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2918273645SE +/- 0.05, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 4SE +/- 0.14, N = 439.5339.4439.4026.861. (CC) gcc options: -O2 -std=c99

ET: Legacy

Renderer: Renderer2 - Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2306090120150SE +/- 0.10, N = 3SE +/- 0.35, N = 3SE +/- 0.25, N = 3SE +/- 0.82, N = 384.7113.1114.5116.1

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL26K12K18K24K30KSE +/- 214.94, N = 10SE +/- 177.80, N = 15SE +/- 237.45, N = 8SE +/- 33.19, N = 322845.2722977.0723067.4127387.311. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL23691215SE +/- 0.053, N = 3SE +/- 0.021, N = 3SE +/- 0.056, N = 3SE +/- 0.029, N = 311.42711.42410.2656.399

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.045, N = 3SE +/- 0.075, N = 3SE +/- 0.076, N = 7SE +/- 0.009, N = 38.1288.1216.9274.667

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 377.0576.9875.8645.82

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21224364860SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 354.7054.6353.3834.08

GLmark2

Resolution: 1920 x 1200

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1200Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev2004006008001000559605833840

Inkscape

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock714212835SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 329.0728.8328.291. Inkscape 0.92.5 (2060ec1f9f, 2020-04-08)

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 36.446.456.487.26

LibreOffice

Test: 20 Documents To PDF

OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.098, N = 6SE +/- 0.094, N = 7SE +/- 0.087, N = 7SE +/- 0.042, N = 238.4278.3987.9846.0641. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)2. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: LibreOffice 7.0.1.2 00(Build:2)3. Dell Stock: LibreOffice 6.4.6.2 40(Build:2)4. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: LibreOffice 7.0.2.2 00(Build:2)

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2816243240SE +/- 0.28, N = 3SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 334.6334.1832.4919.291. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: rsvg-convert version 2.48.72. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: rsvg-convert version 2.48.73. Dell Stock: rsvg-convert version 2.48.74. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: rsvg-convert version 2.50.1

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL20.97861.95722.93583.91444.893SE +/- 0.06368, N = 3SE +/- 0.01535, N = 3SE +/- 0.00845, N = 3SE +/- 0.03801, N = 34.349544.259844.259533.30486

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2612182430SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 326.7126.5726.5118.90MIN: 26.2 / MAX: 45.59MIN: 26.2 / MAX: 42.64MIN: 26.18 / MAX: 44.39MIN: 17.95 / MAX: 24.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2714212835SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 330.8330.7030.6621.99MIN: 30.27 / MAX: 53.23MIN: 30.24 / MAX: 48.53MIN: 30.26 / MAX: 48.27MIN: 21.06 / MAX: 34.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 37.867.727.705.88MIN: 7.5 / MAX: 23.14MIN: 7.53 / MAX: 24.42MIN: 7.51 / MAX: 11.33MIN: 5.37 / MAX: 11.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 36.736.706.635.08MIN: 6.44 / MAX: 21.14MIN: 6.45 / MAX: 22.55MIN: 6.42 / MAX: 9MIN: 4.81 / MAX: 7.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21.2062.4123.6184.8246.03SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 35.365.365.304.03MIN: 5.19 / MAX: 21.06MIN: 5.2 / MAX: 5.61MIN: 5.2 / MAX: 7.17MIN: 3.89 / MAX: 6.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 37.377.167.135.51MIN: 6.99 / MAX: 25.1MIN: 7.03 / MAX: 22.7MIN: 7 / MAX: 16.24MIN: 5.26 / MAX: 8.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL23691215SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 310.5410.3710.268.21MIN: 10.08 / MAX: 26.71MIN: 10.06 / MAX: 25.98MIN: 10.11 / MAX: 25.41MIN: 7.62 / MAX: 21.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL20.49950.9991.49851.9982.4975SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.222.212.211.66MIN: 2.1 / MAX: 5.4MIN: 2.12 / MAX: 2.5MIN: 2.11 / MAX: 2.47MIN: 1.61 / MAX: 4.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2510152025SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 322.0621.7521.6518.26MIN: 21.4 / MAX: 41.31MIN: 21.41 / MAX: 38.55MIN: 21.46 / MAX: 39.44MIN: 17.46 / MAX: 31.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21428425670SE +/- 1.37, N = 3SE +/- 1.01, N = 3SE +/- 1.27, N = 3SE +/- 0.14, N = 363.8263.5163.4857.60MIN: 59.74 / MAX: 81.58MIN: 59.62 / MAX: 86.72MIN: 59.74 / MAX: 88.27MIN: 56.04 / MAX: 69.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2510152025SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 319.5119.2119.1316.82MIN: 17.84 / MAX: 35.5MIN: 18.14 / MAX: 36.52MIN: 17.9 / MAX: 34.2MIN: 16.18 / MAX: 41.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL248121620SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 318.1618.1318.0816.61MIN: 17.25 / MAX: 34.2MIN: 17.24 / MAX: 33.4MIN: 17.25 / MAX: 32.64MIN: 15.98 / MAX: 471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21020304050SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.32, N = 3SE +/- 0.06, N = 344.5044.2844.2037.94MIN: 43.97 / MAX: 60.03MIN: 41.9 / MAX: 63.44MIN: 41.94 / MAX: 63.17MIN: 36.69 / MAX: 50.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2918273645SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.32, N = 340.5940.5040.4829.82MIN: 40.04 / MAX: 57.58MIN: 39.5 / MAX: 56.64MIN: 39.96 / MAX: 56.34MIN: 28.42 / MAX: 41.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.38, N = 15SE +/- 0.11, N = 1080.2115.7613.7112.66MIN: 78 / MAX: 125.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.05, N = 3SE +/- 1.03, N = 3SE +/- 0.21, N = 15SE +/- 0.26, N = 1077.0420.7820.0519.65MIN: 72.08 / MAX: 101.31MIN: 15.88 / MAX: 36.41MIN: 14.66 / MAX: 40.93MIN: 11.71 / MAX: 65.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.13, N = 10SE +/- 0.13, N = 331.558.418.158.03MIN: 31.16 / MAX: 33.22MIN: 7.53 / MAX: 13.12MIN: 6.17 / MAX: 11.98MIN: 7.45 / MAX: 11.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev816243240SE +/- 0.01, N = 3SE +/- 0.11, N = 15SE +/- 0.08, N = 10SE +/- 0.22, N = 336.5310.7510.7110.62MIN: 36.02 / MAX: 37.09MIN: 9.51 / MAX: 13.39MIN: 10.27 / MAX: 13.93MIN: 10.1 / MAX: 13.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev48121620SE +/- 0.01, N = 3SE +/- 0.04, N = 9SE +/- 0.05, N = 15SE +/- 0.18, N = 318.148.518.238.08MIN: 17.9 / MAX: 18.37MIN: 7.51 / MAX: 13MIN: 6.85 / MAX: 11.16MIN: 7.51 / MAX: 11.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev816243240SE +/- 0.02, N = 3SE +/- 0.05, N = 10SE +/- 0.05, N = 15SE +/- 0.03, N = 332.908.728.538.41MIN: 32.53 / MAX: 33.28MIN: 7.95 / MAX: 12.91MIN: 7.92 / MAX: 12.59MIN: 7.88 / MAX: 12.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.01, N = 3SE +/- 0.07, N = 10SE +/- 0.25, N = 3SE +/- 0.08, N = 1575.7111.8911.6911.68MIN: 75.12 / MAX: 76.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21.13182.26363.39544.52725.659SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 15SE +/- 0.34, N = 105.034.904.732.63MIN: 4.99 / MAX: 5.58MIN: 3.23 / MAX: 29.16MIN: 1.84 / MAX: 19.57MIN: 1.39 / MAX: 15.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev20406080100SE +/- 0.04, N = 3SE +/- 0.11, N = 10SE +/- 0.06, N = 15SE +/- 0.03, N = 376.4611.6911.4411.27MIN: 75.98 / MAX: 77.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev60120180240300SE +/- 0.02, N = 3SE +/- 0.01, N = 10SE +/- 0.01, N = 15SE +/- 0.02, N = 3285.3841.6840.7840.73MIN: 284.18 / MAX: 288.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev1122334455SE +/- 0.01, N = 3SE +/- 0.36, N = 10SE +/- 0.35, N = 3SE +/- 0.10, N = 1548.279.368.848.50MIN: 47.66 / MAX: 48.85MIN: 7.67 / MAX: 14.27MIN: 7.92 / MAX: 10.29MIN: 7.73 / MAX: 10.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev1428425670SE +/- 0.06, N = 3SE +/- 0.04, N = 10SE +/- 0.02, N = 15SE +/- 0.05, N = 360.9610.4610.1510.11MIN: 59.99 / MAX: 62.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Dell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev306090120150SE +/- 0.01, N = 3SE +/- 0.02, N = 10SE +/- 0.01, N = 15SE +/- 0.03, N = 3127.5015.6715.5615.53MIN: 126.13 / MAX: 128.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev20406080100SE +/- 0.37, N = 3SE +/- 0.39, N = 10SE +/- 2.75, N = 3SE +/- 0.96, N = 1596.4938.1933.5131.53MIN: 93.95 / MAX: 150.83MIN: 21.34 / MAX: 60.19MIN: 23.06 / MAX: 88.67MIN: 22.06 / MAX: 70.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.37, N = 384.3684.3984.61100.74MIN: 1 / MAX: 377MIN: 1 / MAX: 377MIN: 1 / MAX: 385MIN: 1 / MAX: 446

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 66.556.576.587.19MIN: 6.02 / MAX: 6.67MIN: 6.17 / MAX: 6.67MIN: 6.13 / MAX: 6.67MIN: 6.49 / MAX: 7.41

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL20.14180.28360.42540.56720.709SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.540.540.540.63MIN: 0.52 / MAX: 0.55MIN: 0.51 / MAX: 0.55MAX: 0.55MIN: 0.56 / MAX: 0.64

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2246810SE +/- 0.02, N = 3SE +/- 0.01, N = 7SE +/- 0.01, N = 6SE +/- 0.00, N = 128.158.198.198.93MIN: 8 / MAX: 8.26MIN: 7.75 / MAX: 8.33MIN: 7.52 / MAX: 8.33MIN: 8.13 / MAX: 9.43

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2306090120150SE +/- 0.00, N = 12125.00125.00125.00142.86MIN: 111.11 / MAX: 142.86MIN: 83.33 / MAX: 142.86MIN: 111.11 / MAX: 142.86MIN: 100 / MAX: 166.67

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2200K400K600K800K1000KSE +/- 308.02, N = 3SE +/- 339.63, N = 3SE +/- 2765.05, N = 3SE +/- 2202.18, N = 3655140658287658662973073

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL22004006008001000SE +/- 3.28, N = 3SE +/- 2.91, N = 3SE +/- 2.19, N = 3SE +/- 0.58, N = 3108410821081723

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.93, N = 3SE +/- 0.94, N = 3SE +/- 0.91, N = 3SE +/- 0.10, N = 399.8299.5199.3072.181. RawTherapee, version 5.8, command line.

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL270140210280350SE +/- 0.26, N = 3SE +/- 0.62, N = 3SE +/- 0.61, N = 3SE +/- 0.15, N = 3326.4574.0373.8773.10

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 332.0332.0231.9721.381. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21224364860SE +/- 0.14, N = 3SE +/- 0.53, N = 3SE +/- 0.35, N = 3SE +/- 0.09, N = 354.3453.7853.4537.881. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.02. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.03. Dell Stock: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL22004006008001000SE +/- 10.80, N = 3SE +/- 2.45, N = 3SE +/- 5.54, N = 3SE +/- 2.07, N = 31022.01017.31013.7757.01. Dell Stock: firefox 81.02. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.03. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: Octane - Browser: Firefox

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL29K18K27K36K45KSE +/- 71.16, N = 3SE +/- 142.08, N = 3SE +/- 108.84, N = 3SE +/- 112.52, N = 3264302657326594399891. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.02. Dell Stock: firefox 81.03. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: CanvasMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL24K8K12K16K20KSE +/- 62.55, N = 3SE +/- 124.61, N = 3SE +/- 180.55, N = 3SE +/- 136.97, N = 3105681064210684192241. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.02. Dell Stock: firefox 81.03. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.68, N = 3SE +/- 0.15, N = 3SE +/- 0.55, N = 3SE +/- 0.54, N = 367.868.168.891.41. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.02. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.03. Dell Stock: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.76, N = 3SE +/- 0.83, N = 3SE +/- 0.08, N = 3SE +/- 0.58, N = 370.0170.1670.6799.781. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.02. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.03. Dell Stock: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: ARES-6 - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock612182430SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 324.9024.8824.791. chrome 86.0.4240.75

Selenium

Benchmark: Kraken - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev2004006008001000SE +/- 12.35, N = 3SE +/- 14.60, N = 4SE +/- 11.77, N = 31146.21139.51127.91. chrome 86.0.4240.75

Selenium

Benchmark: Octane - Browser: Google Chrome

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: Google ChromeUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock9K18K27K36K45KSE +/- 60.83, N = 3SE +/- 178.42, N = 3SE +/- 47.10, N = 34145741981421491. chrome 86.0.4240.75

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev400800120016002000SE +/- 20.50, N = 3SE +/- 4.33, N = 3SE +/- 18.02, N = 31866185118431. firefox 81.0

Selenium

Benchmark: CanvasMark - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: Google ChromeUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell Stock3K6K9K12K15KSE +/- 157.22, N = 12SE +/- 118.83, N = 12SE +/- 100.95, N = 31212612215124751. chrome 86.0.4240.75

Selenium

Benchmark: StyleBench - Browser: Google Chrome

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev714212835SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 328.4028.4428.501. chrome 86.0.4240.75

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell Stock20406080100SE +/- 0.64, N = 3SE +/- 0.41, N = 3SE +/- 0.63, N = 3106.29106.45106.811. chrome 86.0.4240.75

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev6001200180024003000SE +/- 12.55, N = 3SE +/- 17.27, N = 3SE +/- 10.49, N = 32924291129071. chrome 86.0.4240.75

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21020304050SE +/- 0.60, N = 3SE +/- 0.47, N = 3SE +/- 0.41, N = 3SE +/- 0.34, N = 542.341.941.728.81. Dell Stock: firefox 81.02. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.03. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2110220330440550SE +/- 5.75, N = 3SE +/- 5.95, N = 3SE +/- 5.60, N = 3SE +/- 5.57, N = 3500.6495.0494.8335.11. Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: firefox 81.02. Dell Stock: firefox 81.03. Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: firefox 81.04. System76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2: firefox 81.0.2

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev1020304050SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 343.2342.9942.741. chrome 86.0.4240.75

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev90180270360450SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.26, N = 3426.34426.03426.011. chrome 86.0.4240.75

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2714212835SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 329.4329.3829.3410.061. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 375.9175.3875.0851.321. (CC) gcc options: -O2 -ldl -lz -lpthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL248121620SE +/- 0.13, N = 7SE +/- 0.13, N = 7SE +/- 0.16, N = 5SE +/- 0.01, N = 312.0812.1412.1616.041. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.05, N = 3SE +/- 0.75, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 390.1890.8891.24108.821. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.80, N = 3SE +/- 0.71, N = 3SE +/- 0.64, N = 3SE +/- 0.09, N = 368.2369.1169.6682.841. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2120K240K360K480K600KSE +/- 7175.15, N = 4SE +/- 7210.94, N = 4SE +/- 9189.98, N = 3SE +/- 125.30, N = 3552324546268543259393643

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Dell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL22M4M6M8M10MSE +/- 21367.97, N = 3SE +/- 31675.24, N = 3SE +/- 30979.20, N = 3SE +/- 661.44, N = 38124393807320079974435644540

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL280K160K240K320K400KSE +/- 2626.69, N = 3SE +/- 2710.56, N = 3SE +/- 2883.76, N = 3SE +/- 5.21, N = 3372673370251369918266148

Tesseract

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2306090120150SE +/- 0.30, N = 3SE +/- 1.24, N = 5SE +/- 0.24, N = 3SE +/- 1.50, N = 560.6496.8497.81122.58

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2306090120150SE +/- 0.60, N = 3SE +/- 0.57, N = 3SE +/- 0.70, N = 3SE +/- 0.06, N = 3134.33134.16134.09104.19

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL24080120160200SE +/- 0.47, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3192.10191.57190.96103.891. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL250100150200250SE +/- 0.59, N = 3SE +/- 0.56, N = 3SE +/- 0.40, N = 3SE +/- 0.66, N = 3210.55210.53210.50169.11

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNADell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL23691215SE +/- 0.073, N = 3SE +/- 0.034, N = 3SE +/- 0.012, N = 3SE +/- 0.067, N = 311.03310.94910.8808.4211. (CC) gcc options: -std=c99 -O3 -lm -lpthread

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL220406080100SE +/- 0.44, N = 3SE +/- 0.68, N = 3SE +/- 0.46, N = 3SE +/- 0.07, N = 394.9794.8094.1675.87

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev90180270360450SE +/- 0.53, N = 3SE +/- 0.38, N = 3SE +/- 0.22, N = 3407.44407.10406.74MIN: 404.58 / MAX: 452.77MIN: 404.5 / MAX: 430.44MIN: 404.77 / MAX: 423.791. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev90180270360450SE +/- 0.78, N = 3SE +/- 0.48, N = 3SE +/- 0.22, N = 3403.89403.21402.95MIN: 401.67 / MAX: 408.8MIN: 401.81 / MAX: 414.16MIN: 401.89 / MAX: 406.461. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21632486480SE +/- 0.43, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 372.1772.0172.0050.73-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21224364860SE +/- 0.29, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 353.7953.7453.5837.98-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2510152025SE +/- 0.14, N = 15SE +/- 0.22, N = 8SE +/- 0.21, N = 15SE +/- 0.03, N = 321.6321.5821.4715.85-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2714212835SE +/- 0.48, N = 3SE +/- 0.40, N = 3SE +/- 0.34, N = 3SE +/- 0.03, N = 328.2928.2128.1921.06-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz-lIlmImf -lIlmThread -lImath -lHalf -lIex -lz1. (CXX) g++ options: -std=c++0x -march=core2 -msse2 -msse3 -mssse3 -mno-sse4.1 -mno-sse4.2 -mno-sse4a -mno-avx -mno-fma -mno-bmi2 -mno-avx2 -mno-xop -mno-fma4 -mno-avx512f -mno-avx512vl -mno-avx512pf -mno-avx512er -mno-avx512cd -mno-avx512dq -mno-avx512bw -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -ljpeg -lpthread -ldl

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 323.6923.6523.5916.151. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionUbuntu 20.04 Linux 5.9 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL23691215SE +/- 0.019, N = 3SE +/- 0.009, N = 3SE +/- 0.004, N = 3SE +/- 0.017, N = 39.6569.6489.6426.3851. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL21122334455SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 349.0749.0548.9833.471. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Xonotic

Resolution: 1920 x 1200 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devUbuntu 20.04 Linux 5.9 + Mesa 20.3-dev4080120160200SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.61, N = 3SE +/- 0.72, N = 3125.81182.81189.93190.14MIN: 42 / MAX: 165MIN: 102 / MAX: 244MIN: 104 / MAX: 294MIN: 102 / MAX: 294

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraDell StockSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2Ubuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev4080120160200SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.13, N = 3SE +/- 0.44, N = 386.24158.06160.30162.07MIN: 28 / MAX: 131MIN: 84 / MAX: 216MIN: 68 / MAX: 250MIN: 71 / MAX: 251

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateDell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2306090120150SE +/- 0.03, N = 3SE +/- 0.33, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 357.89121.46121.55122.75MIN: 23 / MAX: 97MIN: 34 / MAX: 206MIN: 35 / MAX: 208MIN: 40 / MAX: 187

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL28001600240032004000SE +/- 0.48, N = 3SE +/- 4.11, N = 3SE +/- 4.08, N = 3SE +/- 4.31, N = 33228.13234.73259.53817.11. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Dell StockUbuntu 20.04 Linux 5.9 + Mesa 20.3-devUbuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-devSystem76 Galago Pro galp5 - Intel Graphics - i7-1165G7 @ 45W PL1 / 65W PL2612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 321.121.221.224.11. (CC) gcc options: -O3 -pthread -lz -llzma

Phoronix Test Suite v10.8.5