Tigerlake Xe Gen12 to Gen9

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Gen9 - i7-8565U
October 21 2020
  9 Hours, 58 Minutes
Gen11 - i7-1065G7
October 20 2020
  8 Hours, 51 Minutes
Gen12 Xe - i7-1165G7
October 21 2020
  5 Hours, 34 Minutes
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Tigerlake Xe Gen12 to Gen9ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565UIntel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Device 34ef16GBKBG40ZPZ512G NVMe TOSHIBA 512GBIntel Iris Plus G7 3GB (1100MHz)Realtek ALC289Intel Killer Wi-Fi 6 AX1650i 160MHzUbuntu 20.105.9.1-050901-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.6 Mesa 20.3.0-devel (git-4408131 2020-10-20 groovy-oibaf-ppa)OpenCL 3.01.2.145GCC 10.2.0ext41920x1200Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)Dell 0GG9PT (1.0.3 BIOS)Intel Tiger Lake-LPKIOXIA KBG40ZNS256G NVMe 256GBIntel UHD 3GB (1300MHz)Intel Wi-Fi 6 AX2014.6 Mesa 20.3.0-devel (git-fdbc45d 2020-10-21 groovy-oibaf-ppa)Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.0.0 BIOS)Intel Cannon Point-LPSK hynix PC401 NVMe 256GBIntel UHD 620 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11ac1920x1080OpenBenchmarking.orgCompiler Details- --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 Details- Gen11 - i7-1065G7: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x78 - Thermald 2.3- Gen12 Xe - i7-1165G7: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x60 - Thermald 2.3- Gen9 - i7-8565U: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3Python Details- Python 3.8.6Security Details- Gen11 - i7-1065G7: itlb_multihit: KVM: Mitigation of VMX disabled + 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 - Gen12 Xe - i7-1165G7: 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 - Gen9 - i7-8565U: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565ULogarithmic Result OverviewPhoronix Test SuiteFinanceBenchMandelGPULeelaChessZeroSHOC Scalable HeterOgeneous ComputingViennaCLRealSR-NCNNPlaidMLJuliaGPUUnigine HeavenUnigine ValleyWaifu2x-NCNN VulkanUnigine SuperpositionGpuTestNCNNoneAPI Level Zero Testscl-memTesseractclpeakET: LegacyXonotic

Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565UPer Watt Result OverviewPhoronix Test Suite100%200%299%399%499%LeelaChessZeroJuliaGPUPlaidMLMandelGPUoneAPI Level Zero TestsViennaCLSHOC Scalable HeterOgeneous ComputingUnigine HeavenGpuTestUnigine ValleyUnigine SuperpositionclpeakTesseractcl-memXonoticET: LegacyP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Tigerlake Xe Gen12 to Gen9plaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - NASNer Large - OpenCLetlegacy: Renderer2 - 1920 x 1200tesseract: 1920 x 1200unigine-heaven: 1920 x 1200 - Fullscreen - OpenGLunigine-super: 1920 x 1200 - Fullscreen - Low - OpenGLunigine-super: 1920 x 1200 - Fullscreen - Medium - OpenGLunigine-valley: 1920 x 1200 - Fullscreen - OpenGLxonotic: 1920 x 1200 - Lowxonotic: 1920 x 1200 - Highxonotic: 1920 x 1200 - Ultraxonotic: 1920 x 1200 - Ultimateoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Peak Single-Precision Computeoneapi-level-zero: Host-To-Device-To-Host Image Copyoneapi-level-zero: Peak Float16 Global Memory Bandwidthoneapi-level-zero: Peak System Memory Copy to Shared Memoryshoc: OpenCL - Triadshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthcl-mem: Copycl-mem: Readcl-mem: Writeoneapi-level-zero: Host-To-Device Bandwidthclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueWriteBufferoneapi-level-zero: Peak Integer Computeshoc: OpenCL - FFT SPoneapi-level-zero: Peak Half-Precision Computeshoc: OpenCL - Max SP Flopsviennacl: OpenCL LU Factorizationclpeak: Single-Precision Floatshoc: OpenCL - MD5 Hashlczero: OpenCLgputest: GiMark - 1920 x 1200 - Fullscreengputest: Furmark - 1920 x 1200 - Fullscreengputest: TessMark - 1920 x 1200 - Fullscreengputest: Pixmark Piano - 1920 x 1200 - Fullscreengputest: Pixmark Volplosion - 1920 x 1200 - Fullscreenjuliagpu: GPUmandelgpu: GPUfinancebench: Monte-Carlo OpenCLfinancebench: Black-Scholes OpenCLncnn: 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-tinyrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesoneapi-level-zero: Peak Kernel Launch Latencyclpeak: Kernel Latencyoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Host-To-Device BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U34.8219.9316.03242.8375.5711.3020.103.3186.4109.466916.136317.09.017.7436209.1609960144.1207832123.238392999.236508921.943939920.20710.573634.752213.808514.021040.164041.7406174.16235.941.334.421.92861245.9439.48153.147140.1621352.095322.9948.91171038.540.677857917241062360228876185184313.223689428.6579.5237336.34324.6522.367.538.655.717.6516.721.8118.6296.3217.1216.6335.9138.95143.9881120.0017.06253.10328.956836.8912232.8012241.3746.3722.1817.49299.6087.2922.4430.525.14122.3140.348628.645329.616.430.6054307.6345501183.8028138155.3708840121.904137726.6901871219.5221.634556.939115.085921.304058.414360.4048189.75748.057.147.926.71416257.0252.15439.002156.1623036.687820.5673.81621774.811.677515352017178250805841595132508055.144609194.6433.3708584.17911.519.744.625.473.055.1411.050.9810.5138.447.189.4715.4915.2668.311538.0654.09527.21622.313029.5310057.4810048.5015.908.186.42116.0834.525.817.841.8472.165.2225110.370112.25.811.4067183.6211229111.675321893.209480071.606780413.462183418.8624.8377924.527610.788310.923623.304823.931954.262521.622.724.013.59211926.7331.64138.51638.9719751.6231681.1924.6746438.060.36913891314672284014939047930812.610702352.52584.71044925.82692328.2725.748.279.196.758.3616.521.8123.72152.7923.8925.7751.4662.81202.6011614.84310.28875.25231.422434.1219941.1919750.47OpenBenchmarking.org

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringGen9 - i7-8565UGen12 Xe - i7-1165G71224364860Min: 0.31 / Avg: 26.76 / Max: 63.03Min: 0.95 / Avg: 20.57 / Max: 63.06

PlaidML

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.27230.54460.81691.08921.36150.261.071.21

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.22050.4410.66150.8821.10250.210.860.98

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71122334455SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 315.9046.3734.82

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.3150.630.9451.261.5750.241.401.24

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7510152025SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.34, N = 128.1822.1819.93

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G748121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 36.4217.4916.03

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G770140210280350SE +/- 0.03, N = 3SE +/- 0.92, N = 3SE +/- 3.34, N = 3116.08299.60242.83

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G720406080100SE +/- 0.36, N = 3SE +/- 0.04, N = 3SE +/- 1.07, N = 334.5287.2975.57

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7510152025SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 35.8122.4411.30

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.02, N = 3SE +/- 0.40, N = 3SE +/- 0.11, N = 37.8430.5220.10

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.0540.1080.1620.2160.270.060.240.22

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71.15652.3133.46954.6265.7825SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.845.143.31

ET: Legacy

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71.25782.51563.77345.03126.2893.415.595.40

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.06, N = 3SE +/- 1.11, N = 10SE +/- 1.84, N = 1572.1122.386.4

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 1200Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.46, N = 3SE +/- 0.87, N = 3SE +/- 1.48, N = 365.22140.35109.47

Unigine Heaven

This test calculates the average frame-rate within the Heaven demo for the Unigine engine. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Heaven 4.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.24, N = 910.3728.6516.14

Unigine Superposition

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.30150.6030.90451.2061.50750.481.340.89

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.16650.3330.49950.6660.83250.230.740.50

Unigine Valley

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.3150.630.9451.261.5750.431.401.13

Xonotic

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7481216208.3714.1412.89

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468104.258.288.81

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 312.229.617.0MAX: 15.2MAX: 40.6MAX: 23.3

Xonotic

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468103.447.067.51

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468102.655.566.10

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G748121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 35.816.49.0MAX: 7.5MAX: 21.3MAX: 10.8

Unigine Valley

This test calculates the average frame-rate within the Valley demo for the Unigine engine, released in February 2013. This engine is extremely demanding on the system's graphics card. Unigine Valley relies upon an OpenGL 3 core profile context. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 311.4130.6117.74

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: LowGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G770140210280350SE +/- 0.13, N = 3SE +/- 3.15, N = 8SE +/- 2.16, N = 8183.62307.63209.16MIN: 122 / MAX: 299MIN: 184 / MAX: 693MIN: 123 / MAX: 473

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G74080120160200SE +/- 0.86, N = 3SE +/- 2.55, N = 3SE +/- 2.36, N = 3111.68183.80144.12MIN: 78 / MAX: 154MIN: 106 / MAX: 306MIN: 94 / MAX: 283

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.52, N = 3SE +/- 1.36, N = 3SE +/- 1.82, N = 393.21155.37123.24MIN: 52 / MAX: 133MIN: 79 / MAX: 269MIN: 71 / MAX: 245

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.44, N = 3SE +/- 1.05, N = 3SE +/- 1.54, N = 371.61121.9099.24MIN: 26 / MAX: 115MIN: 37 / MAX: 232MIN: 30 / MAX: 197

oneAPI Level Zero Tests

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7132639526513.9354.9959.52

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.56031.12061.68092.24122.80150.852.492.24

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.07, N = 3SE +/- 0.02, N = 5SE +/- 0.01, N = 413.4626.6921.941. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.21150.4230.63450.8461.05750.140.940.68

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.20250.4050.60750.811.01250.360.670.90

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.4320.8641.2961.7282.160.921.921.68

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468102.657.046.84

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468102.697.396.82

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.45450.9091.36351.8182.27251.092.021.95

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.60751.2151.82252.433.03751.152.452.70

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 Single-Precision ComputeGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730060090012001500SE +/- 1.60, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3418.861219.52920.211. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7510152025SE +/- 0.01750, N = 3SE +/- 0.08874, N = 5SE +/- 0.13517, N = 54.8377921.6345010.573601. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71326395265SE +/- 0.30, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 324.5356.9434.751. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G748121620SE +/- 0.10, N = 9SE +/- 0.05, N = 3SE +/- 0.03, N = 310.7915.0913.811. (CXX) g++ options: -ldl -pthread

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7510152025SE +/- 0.19, N = 15SE +/- 0.12, N = 11SE +/- 0.27, N = 1510.9221.3014.021. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71326395265SE +/- 0.52, N = 15SE +/- 0.44, N = 15SE +/- 0.11, N = 1323.3058.4140.161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G736912152.598.3510.35

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71428425670SE +/- 0.57, N = 15SE +/- 0.18, N = 12SE +/- 0.42, N = 1523.9360.4041.741. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G74080120160200SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 1.66, N = 354.26189.76174.161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71122334455SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 321.648.035.91. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71326395265SE +/- 0.23, N = 3SE +/- 0.75, N = 3SE +/- 0.17, N = 322.757.141.31. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71122334455SE +/- 0.32, N = 4SE +/- 0.22, N = 3SE +/- 0.44, N = 1524.047.934.41. (CC) gcc options: -O2 -flto -lOpenCL

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: Host-To-Device BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.07, N = 3SE +/- 0.03, N = 5SE +/- 0.02, N = 413.5926.7121.931. (CXX) g++ options: -ldl -pthread

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71326395265SE +/- 0.09, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 426.7357.0245.941. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.77631.55262.32893.10523.88152.603.443.45

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71224364860SE +/- 0.01, N = 5SE +/- 0.21, N = 6SE +/- 0.65, N = 1531.6452.1539.481. (CXX) g++ options: -O3 -rdynamic -lOpenCL

oneAPI Level Zero Tests

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

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7100200300400500SE +/- 1.20, N = 12SE +/- 1.34, N = 3SE +/- 2.13, N = 3138.52439.00153.151. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730609012015024.17135.3673.98

SHOC Scalable HeterOgeneous Computing

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7481216202.2117.8117.77

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.05, N = 7SE +/- 0.34, N = 12SE +/- 0.23, N = 1138.97156.16140.161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G77014021028035072.86343.74265.36

ViennaCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72468101.866.645.86

oneAPI Level Zero Tests

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

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G77001400210028003500SE +/- 0.53, N = 3SE +/- 1.09, N = 3SE +/- 19.85, N = 3751.623036.681352.091. (CXX) g++ options: -ldl -pthread

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72K4K6K8K10KSE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 4.39, N = 31681.197820.565322.991. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71632486480SE +/- 0.03, N = 9SE +/- 0.09, N = 11SE +/- 0.20, N = 1024.6773.8248.911. (CXX) g++ options: -rdynamic -lOpenCL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7400800120016002000SE +/- 0.06, N = 4SE +/- 0.10, N = 4SE +/- 0.62, N = 3438.061774.811038.541. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.37740.75481.13221.50961.887SE +/- 0.0000, N = 3SE +/- 0.0003, N = 5SE +/- 0.0004, N = 30.36911.67750.67781. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

LeelaChessZero

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

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730060090012001500SE +/- 5.24, N = 3SE +/- 7.84, N = 3SE +/- 8.08, N = 338915355791. (CXX) g++ options: -flto -pthread

GpuTest

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72040608010047.23111.04104.65

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72040608010025.2681.1563.19

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7400800120016002000SE +/- 6.33, N = 3SE +/- 1.53, N = 3SE +/- 9.94, N = 3131420171724

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7400800120016002000SE +/- 8.41, N = 3SE +/- 23.44, N = 4SE +/- 15.32, N = 367217821062

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G711002200330044005500SE +/- 25.17, N = 3SE +/- 25.03, N = 3SE +/- 27.39, N = 3284050803602

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7130260390520650SE +/- 6.51, N = 3SE +/- 1.67, N = 3149584288

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G72040608010016.0675.3945.24

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730060090012001500SE +/- 14.67, N = 3SE +/- 5.03, N = 33901595761

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730M60M90M120M150MSE +/- 3375.98, N = 3SE +/- 1753385.91, N = 4SE +/- 1031557.09, N = 647930812.6132508055.185184313.21. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G710M20M30M40M50MSE +/- 1337.29, N = 3SE +/- 304086.94, N = 3SE +/- 231636.76, N = 310702352.544609194.623689428.61. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G76001200180024003000SE +/- 55.58, N = 15SE +/- 1.46, N = 7SE +/- 11.47, N = 152584.71433.37579.521. (CXX) g++ options: -O3 -lOpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.046004, N = 13SE +/- 0.005073, N = 14SE +/- 0.051661, N = 1525.8269234.1790006.3430001. (CXX) g++ options: -O3 -lOpenCL

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: Vulkan GPU - Model: squeezenetGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.32, N = 328.2711.5124.65MIN: 27.92 / MAX: 40.05MIN: 11.25 / MAX: 13.33MIN: 21.12 / MAX: 29.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 325.749.7422.36MIN: 24.44 / MAX: 35.25MIN: 9.4 / MAX: 29.44MIN: 19.29 / MAX: 35.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7246810SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 38.274.627.53MIN: 7.97 / MAX: 8.56MIN: 4 / MAX: 5.44MIN: 7.07 / MAX: 8.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G73691215SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 39.195.478.65MIN: 8.92 / MAX: 9.7MIN: 5.23 / MAX: 6.31MIN: 8.33 / MAX: 9.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 36.753.055.71MIN: 6.07 / MAX: 7.04MIN: 2.89 / MAX: 3.33MIN: 5.41 / MAX: 10.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7246810SE +/- 0.02, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 38.365.147.65MIN: 8.28 / MAX: 9.05MIN: 4.27 / MAX: 6.74MIN: 7.11 / MAX: 8.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G748121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 316.5211.0516.72MIN: 15.6 / MAX: 17.19MIN: 10.93 / MAX: 11.86MIN: 16.57 / MAX: 17.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G70.40730.81461.22191.62922.0365SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 31.810.981.81MIN: 1.66 / MAX: 3.11MIN: 0.88 / MAX: 1.17MIN: 1.58 / MAX: 4.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 323.7210.5118.62MIN: 22.59 / MAX: 27.76MIN: 10.37 / MAX: 11.21MIN: 18.42 / MAX: 19.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7306090120150SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3152.7938.4496.32MIN: 151.88 / MAX: 153.67MIN: 38.09 / MAX: 38.78MIN: 92.64 / MAX: 97.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 323.897.1817.12MIN: 23.4 / MAX: 24.3MIN: 6.79 / MAX: 7.65MIN: 16.86 / MAX: 17.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 325.779.4716.63MIN: 25.1 / MAX: 26.35MIN: 8.7 / MAX: 9.75MIN: 15.99 / MAX: 17.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71224364860SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 351.4615.4935.91MIN: 50.23 / MAX: 52.98MIN: 15.23 / MAX: 15.68MIN: 35.46 / MAX: 36.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G71428425670SE +/- 0.27, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 362.8115.2638.95MIN: 48.56 / MAX: 92.55MIN: 14.84 / MAX: 15.7MIN: 32.02 / MAX: 43.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: NoGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G74080120160200SE +/- 0.57, N = 3SE +/- 0.44, N = 3SE +/- 0.34, N = 3202.6068.31143.99

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G730060090012001500SE +/- 2.33, N = 3SE +/- 1.30, N = 3SE +/- 3.12, N = 31614.84538.071120.00

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: NoGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G73691215SE +/- 0.026, N = 5SE +/- 0.013, N = 8SE +/- 0.025, N = 610.2884.0957.062

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G720406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.64, N = 675.2527.2253.10

oneAPI Level Zero Tests

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

OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7714212835SE +/- 0.15, N = 12SE +/- 0.55, N = 15SE +/- 0.83, N = 1531.4222.3128.961. (CXX) g++ options: -ldl -pthread

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G7816243240SE +/- 0.28, N = 8SE +/- 0.05, N = 9SE +/- 0.08, N = 934.1229.5336.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL

oneAPI Level Zero Tests

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

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G74K8K12K16K20KSE +/- 110.24, N = 3SE +/- 7.70, N = 5SE +/- 7.46, N = 419941.1910057.4812232.801. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen9 - i7-8565UGen12 Xe - i7-1165G7Gen11 - i7-1065G74K8K12K16K20KSE +/- 105.37, N = 3SE +/- 12.59, N = 5SE +/- 11.31, N = 419750.4710048.5012241.371. (CXX) g++ options: -ldl -pthread

103 Results Shown

CPU Power Consumption Monitor:
  Phoronix Test Suite System Monitoring
  No - Inference - VGG16 - OpenCL
  No - Inference - VGG19 - OpenCL
PlaidML
PlaidML
PlaidML:
  No - Inference - VGG16 - OpenCL
  No - Inference - VGG19 - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - ResNet 50 - OpenCL
  No - Inference - DenseNet 201 - OpenCL
  No - Inference - IMDB LSTM - OpenCL
PlaidML
PlaidML
ET: Legacy
ET: Legacy
Tesseract
Unigine Heaven
Unigine Superposition:
  1920 x 1200 - Fullscreen - Low - OpenGL
  1920 x 1200 - Fullscreen - Medium - OpenGL
  1920 x 1200 - Fullscreen - OpenGL
  1920 x 1200 - Low
  1920 x 1200 - High
Unigine Superposition
Xonotic:
  1920 x 1200 - Ultra
  1920 x 1200 - Ultimate
Unigine Superposition
Unigine Valley
Xonotic:
  1920 x 1200 - Low
  1920 x 1200 - High
  1920 x 1200 - Ultra
  1920 x 1200 - Ultimate
oneAPI Level Zero Tests:
  Peak Single-Precision Compute
  Peak Float16 Global Memory Bandwidth
oneAPI Level Zero Tests
oneAPI Level Zero Tests:
  Host-To-Device-To-Host Image Copy
  Peak System Memory Copy to Shared Memory
  OpenCL - Triad
  OpenCL - Bus Speed Download
  OpenCL - Bus Speed Readback
  Copy
  Read
oneAPI Level Zero Tests:
  Peak Single-Precision Compute
  Host-To-Device-To-Host Image Copy
  Peak Float16 Global Memory Bandwidth
  Peak System Memory Copy to Shared Memory
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Triad
  OpenCL - Bus Speed Download
SHOC Scalable HeterOgeneous Computing
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Bus Speed Readback
  OpenCL - Texture Read Bandwidth
cl-mem:
  Copy
  Read
  Write
oneAPI Level Zero Tests
clpeak
clpeak
clpeak
oneAPI Level Zero Tests
oneAPI Level Zero Tests:
  Peak Half-Precision Compute
  OpenCL - FFT SP
SHOC Scalable HeterOgeneous Computing
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Max SP Flops
  OpenCL LU Factorization
oneAPI Level Zero Tests
SHOC Scalable HeterOgeneous Computing
ViennaCL
clpeak
SHOC Scalable HeterOgeneous Computing
LeelaChessZero
GpuTest:
  GiMark - 1920 x 1200 - Fullscreen
  Furmark - 1920 x 1200 - Fullscreen
GpuTest:
  GiMark - 1920 x 1200 - Fullscreen
  Furmark - 1920 x 1200 - Fullscreen
  TessMark - 1920 x 1200 - Fullscreen
  Pixmark Piano - 1920 x 1200 - Fullscreen
GpuTest
GpuTest
JuliaGPU
MandelGPU
FinanceBench:
  Monte-Carlo OpenCL
  Black-Scholes OpenCL
NCNN:
  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
RealSR-NCNN:
  4x - No
  4x - Yes
Waifu2x-NCNN Vulkan:
  2x - 3 - No
  2x - 3 - Yes
oneAPI Level Zero Tests
clpeak
oneAPI Level Zero Tests:
  Device-To-Host Bandwidth
  Host-To-Device Bandwidth