Tigerlake Xe Gen12 to Gen8

Tests for a future article

HTML result view exported from: https://openbenchmarking.org/result/2010232-FI-INTELGRAP10&grr&sro.

Tigerlake Xe Gen12 to Gen8ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UIntel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.0.0 BIOS)Intel Cannon Point-LP16GBSK hynix PC401 NVMe 256GBIntel UHD 620 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 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-fdbc45d 2020-10-21 groovy-oibaf-ppa)OpenCL 3.01.2.145GCC 10.2.0ext41920x1080Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Device 34efKBG40ZPZ512G NVMe TOSHIBA 512GBIntel Iris Plus G7 3GB (1100MHz)Realtek ALC289Intel Killer Wi-Fi 6 AX1650i 160MHz4.6 Mesa 20.3.0-devel (git-4408131 2020-10-20 groovy-oibaf-ppa)1920x1200Intel 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 i7-5600U @ 3.20GHz (2 Cores / 4 Threads)LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS)Intel Broadwell-U-OPI8GB128GB SAMSUNG MZNTE128Intel HD 5500 3GB (950MHz)Intel Broadwell-U AudioIntel I218-LM + Intel 72654.6 Mesa 20.3.0-devel (git-81797fc 2020-10-22 groovy-oibaf-ppa)1920x1080OpenBenchmarking.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- Gen9 - i7-8565U: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6 - Thermald 2.3- 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- Gen8 - i7-5600U: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x2f - Thermald 2.3Python Details- Python 3.8.6Security Details- 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 - i7-1065G7: 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 - Gen8 - i7-5600U: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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: Mitigation of Clear buffers; SMT vulnerable

Tigerlake Xe Gen12 to Gen8plaidml: No - Inference - NASNer Large - OpenCLrealsr-ncnn: 4x - Yesoneapi-level-zero: Peak Integer Computeplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLunigine-heaven: 1920 x 1200 - Fullscreen - OpenGLplaidml: No - Inference - VGG19 - OpenCLlczero: OpenCLplaidml: No - Inference - Inception V3 - OpenCLoneapi-level-zero: Peak Single-Precision Computeunigine-super: 1920 x 1200 - Fullscreen - Medium - OpenGLunigine-super: 1920 x 1200 - Fullscreen - Low - OpenGLunigine-valley: 1920 x 1200 - Fullscreen - OpenGLrealsr-ncnn: 4x - Nooneapi-level-zero: Peak System Memory Copy to Shared Memoryetlegacy: Renderer2 - 1920 x 1200xonotic: 1920 x 1200 - Ultimateshoc: OpenCL - Texture Read Bandwidthplaidml: No - Inference - ResNet 50 - OpenCLxonotic: 1920 x 1200 - Ultracl-mem: Writencnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetxonotic: 1920 x 1200 - Lowxonotic: 1920 x 1200 - Highgputest: Furmark - 1920 x 1200 - Fullscreengputest: GiMark - 1920 x 1200 - Fullscreengputest: Pixmark Piano - 1920 x 1200 - Fullscreengputest: TessMark - 1920 x 1200 - Fullscreengputest: Pixmark Volplosion - 1920 x 1200 - Fullscreenmandelgpu: GPUoneapi-level-zero: Peak Half-Precision Computejuliagpu: GPUwaifu2x-ncnn: 2x - 3 - Yesshoc: OpenCL - Max SP Flopsplaidml: No - Inference - Mobilenet - OpenCLcl-mem: Readcl-mem: Copyshoc: OpenCL - MD5 Hashoneapi-level-zero: Peak Float16 Global Memory Bandwidthtesseract: 1920 x 1200oneapi-level-zero: Host-To-Device-To-Host Image Copyfinancebench: Monte-Carlo OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Transfer Bandwidth enqueueWriteBufferoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Host-To-Device Bandwidthoneapi-level-zero: Host-To-Device Bandwidthwaifu2x-ncnn: 2x - 3 - Noshoc: OpenCL - Triadshoc: OpenCL - FFT SPclpeak: Kernel Latencyviennacl: OpenCL LU Factorizationshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Bus Speed Downloadoneapi-level-zero: Peak Kernel Launch Latencyfinancebench: Black-Scholes OpenCLGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600U1.841614.843138.5165.817.848.1810.37016.4238915.90418.8625.812.211.4067202.60110.788372.171.606780454.262534.5293.209480024.062.8151.4625.7723.89152.7923.721.8116.528.366.759.198.2725.7428.27183.6211229111.67532186721314149284039010702352.5751.62347930812.675.2521681.19116.0822.721.60.369124.527665.222514.837792584.71044926.73438.0631.6419941.1913.46218319750.4713.59211910.28810.923638.971934.1224.674623.931923.304831.422425.8269233.311120.001153.14711.3020.1019.9316.136316.0357934.82920.2079.017.017.7436143.98813.808586.499.2365089174.16275.57123.238392934.438.9535.9116.6317.1296.3218.621.8116.727.655.718.657.5322.3624.65209.1609960144.120783210621724288360276123689428.61352.0985184313.253.1035322.99242.8341.335.90.677834.7522109.466910.5736579.52373345.941038.5439.4812232.8021.94393912241.3721.9286127.06214.0210140.16236.8948.911741.740640.164028.95686.3435.14538.065439.00222.4430.5222.1828.645317.49153546.371219.5216.429.630.605468.31115.0859122.3121.9041377189.75787.29155.370884047.915.2615.499.477.1838.4410.510.9811.055.143.055.474.629.7411.51307.6345501183.8028138178220175845080159544609194.63036.68132508055.127.2167820.56299.6057.148.01.677556.9391140.348621.6345433.37085857.021774.8152.1510057.4826.69018710048.5026.7141624.09521.3040156.16229.5373.816260.404858.414322.31304.17955.1503.902.843.866.450123.033099.044.28.07.0912165.87560.746.392513778.776118.6561.675614172.2868.1735.7231.41237.2129.222.5320.6710.598.4511.1510.7338.6440.21153.657609275.151832139580410919653038624284.037370860.215.8321406.3869.890.309645.212651031.74660618.59362.1518.2812.8716.125331.421832.8218.489712.127012.154029.835615OpenBenchmarking.org

PlaidML

FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1.15652.3133.46954.6265.7825SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.315.141.84

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U30060090012001500SE +/- 3.12, N = 3SE +/- 1.30, N = 3SE +/- 17.10, N = 12SE +/- 2.33, N = 31120.00538.0755.151614.84

oneAPI Level Zero Tests

Test: Peak Integer Compute

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U100200300400500SE +/- 2.13, N = 3SE +/- 1.34, N = 3SE +/- 1.20, N = 12153.15439.00138.521. (CXX) g++ options: -ldl -pthread

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U510152025SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.3022.443.905.81

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.11, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 320.1030.522.847.84

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U510152025SE +/- 0.34, N = 12SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 319.9322.183.868.18

Unigine Heaven

Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Heaven 4.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.24103, N = 9SE +/- 0.06619, N = 3SE +/- 0.00535, N = 3SE +/- 0.01623, N = 316.1363028.645306.4501210.37010

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U48121620SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 316.0317.493.036.42

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U30060090012001500SE +/- 8.08, N = 3SE +/- 7.84, N = 3SE +/- 1.15, N = 3SE +/- 5.24, N = 357915353093891. (CXX) g++ options: -flto -pthread

PlaidML

FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1122334455SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 334.8246.379.0415.90

oneAPI Level Zero Tests

Test: Peak Single-Precision Compute

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U30060090012001500SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 1.60, N = 3920.211219.52418.861. (CXX) g++ options: -ldl -pthread

Unigine Superposition

Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U48121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 39.016.44.25.8MAX: 10.8MAX: 21.3MAX: 5.1MAX: 7.5

Unigine Superposition

Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 317.029.68.012.2MAX: 23.3MAX: 40.6MAX: 10.3MAX: 15.2

Unigine Valley

Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.11403, N = 3SE +/- 0.08313, N = 3SE +/- 0.00606, N = 3SE +/- 0.06495, N = 317.7436030.605407.0912111.40670

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U4080120160200SE +/- 0.34, N = 3SE +/- 0.44, N = 3SE +/- 11.56, N = 15SE +/- 0.57, N = 3143.9968.3165.88202.60

oneAPI Level Zero Tests

Test: Peak System Memory Copy to Shared Memory

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U48121620SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 913.8115.0910.791. (CXX) g++ options: -ldl -pthread

ET: Legacy

Renderer: Renderer2 - Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U306090120150SE +/- 1.84, N = 15SE +/- 1.11, N = 10SE +/- 0.26, N = 3SE +/- 0.06, N = 386.4122.360.772.1

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U306090120150SE +/- 1.54, N = 3SE +/- 1.05, N = 3SE +/- 0.04, N = 3SE +/- 0.44, N = 399.24121.9046.3971.61MIN: 30 / MAX: 197MIN: 37 / MAX: 232MIN: 23 / MAX: 74MIN: 26 / MAX: 115

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U4080120160200SE +/- 1.66, N = 3SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3174.16189.7678.7854.261. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U20406080100SE +/- 1.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.36, N = 375.5787.2918.6534.52

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U306090120150SE +/- 1.82, N = 3SE +/- 1.36, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3123.24155.3761.6893.21MIN: 71 / MAX: 245MIN: 79 / MAX: 269MIN: 33 / MAX: 92MIN: 52 / MAX: 133

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1122334455SE +/- 0.44, N = 15SE +/- 0.22, N = 3SE +/- 0.32, N = 434.447.924.01. (CC) gcc options: -O2 -flto -lOpenCL

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1632486480SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.27, N = 338.9515.2672.2862.81MIN: 32.02 / MAX: 43.37MIN: 14.84 / MAX: 15.7MIN: 65 / MAX: 78MIN: 48.56 / MAX: 92.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1530456075SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 335.9115.4968.1751.46MIN: 35.46 / MAX: 36.57MIN: 15.23 / MAX: 15.68MIN: 67.25 / MAX: 68.84MIN: 50.23 / MAX: 52.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U816243240SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 316.639.4735.7225.77MIN: 15.99 / MAX: 17.2MIN: 8.7 / MAX: 9.75MIN: 35.3 / MAX: 37.06MIN: 25.1 / MAX: 26.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 317.127.1831.4123.89MIN: 16.86 / MAX: 17.76MIN: 6.79 / MAX: 7.65MIN: 30.83 / MAX: 31.87MIN: 23.4 / MAX: 24.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U50100150200250SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 396.3238.44237.21152.79MIN: 92.64 / MAX: 97.57MIN: 38.09 / MAX: 38.78MIN: 235.78 / MAX: 239.25MIN: 151.88 / MAX: 153.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 318.6210.5129.2223.72MIN: 18.42 / MAX: 19.34MIN: 10.37 / MAX: 11.21MIN: 28.42 / MAX: 30.12MIN: 22.59 / MAX: 27.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.56931.13861.70792.27722.8465SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 31.810.982.531.81MIN: 1.58 / MAX: 4.55MIN: 0.88 / MAX: 1.17MIN: 2.3 / MAX: 6.32MIN: 1.66 / MAX: 3.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 316.7211.0520.6716.52MIN: 16.57 / MAX: 17.26MIN: 10.93 / MAX: 11.86MIN: 20.39 / MAX: 21.48MIN: 15.6 / MAX: 17.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U3691215SE +/- 0.05, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 37.655.1410.598.36MIN: 7.11 / MAX: 8.41MIN: 4.27 / MAX: 6.74MIN: 10.14 / MAX: 10.95MIN: 8.28 / MAX: 9.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U246810SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.41, N = 3SE +/- 0.02, N = 35.713.058.456.75MIN: 5.41 / MAX: 10.95MIN: 2.89 / MAX: 3.33MIN: 7.51 / MAX: 9.49MIN: 6.07 / MAX: 7.041. (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-v3Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U3691215SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 38.655.4711.159.19MIN: 8.33 / MAX: 9.56MIN: 5.23 / MAX: 6.31MIN: 10.48 / MAX: 12.33MIN: 8.92 / MAX: 9.71. (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-v2Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U3691215SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 37.534.6210.738.27MIN: 7.07 / MAX: 8.39MIN: 4 / MAX: 5.44MIN: 10.3 / MAX: 11.98MIN: 7.97 / MAX: 8.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U918273645SE +/- 0.20, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.39, N = 322.369.7438.6425.74MIN: 19.29 / MAX: 35.76MIN: 9.4 / MAX: 29.44MIN: 33.79 / MAX: 43.39MIN: 24.44 / MAX: 35.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U918273645SE +/- 0.32, N = 3SE +/- 0.02, N = 3SE +/- 0.40, N = 3SE +/- 0.06, N = 324.6511.5140.2128.27MIN: 21.12 / MAX: 29.29MIN: 11.25 / MAX: 13.33MIN: 38.46 / MAX: 49.96MIN: 27.92 / MAX: 40.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U70140210280350SE +/- 2.16, N = 8SE +/- 3.15, N = 8SE +/- 0.73, N = 3SE +/- 0.13, N = 3209.16307.63153.66183.62MIN: 123 / MAX: 473MIN: 184 / MAX: 693MIN: 100 / MAX: 246MIN: 122 / MAX: 299

Xonotic

Resolution: 1920 x 1200 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U4080120160200SE +/- 2.36, N = 3SE +/- 2.55, N = 3SE +/- 0.16, N = 3SE +/- 0.86, N = 3144.12183.8075.15111.68MIN: 94 / MAX: 283MIN: 106 / MAX: 306MIN: 46 / MAX: 105MIN: 78 / MAX: 154

GpuTest

Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U400800120016002000SE +/- 15.32, N = 3SE +/- 23.44, N = 4SE +/- 3.18, N = 3SE +/- 8.41, N = 310621782395672

GpuTest

Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U400800120016002000SE +/- 9.94, N = 3SE +/- 1.53, N = 3SE +/- 4.26, N = 3SE +/- 6.33, N = 3172420178041314

GpuTest

Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U130260390520650SE +/- 1.67, N = 3SE +/- 6.51, N = 3SE +/- 0.88, N = 3288584109149

GpuTest

Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U11002200330044005500SE +/- 27.39, N = 3SE +/- 25.03, N = 3SE +/- 11.68, N = 3SE +/- 25.17, N = 33602508019652840

GpuTest

Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U30060090012001500SE +/- 5.03, N = 3SE +/- 14.67, N = 3SE +/- 2.00, N = 37611595303390

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U10M20M30M40M50MSE +/- 231636.76, N = 3SE +/- 304086.94, N = 3SE +/- 4696.91, N = 3SE +/- 1337.29, N = 323689428.644609194.68624284.010702352.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

oneAPI Level Zero Tests

Test: Peak Half-Precision Compute

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U7001400210028003500SE +/- 19.85, N = 3SE +/- 1.09, N = 3SE +/- 0.53, N = 31352.093036.68751.621. (CXX) g++ options: -ldl -pthread

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U30M60M90M120M150MSE +/- 1031557.09, N = 6SE +/- 1753385.91, N = 4SE +/- 320871.56, N = 12SE +/- 3375.98, N = 385184313.2132508055.137370860.247930812.61. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U20406080100SE +/- 0.64, N = 6SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 353.1027.2215.8375.25

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U2K4K6K8K10KSE +/- 4.39, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.77, N = 35322.997820.561406.381681.191. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U70140210280350SE +/- 3.34, N = 3SE +/- 0.92, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3242.83299.6069.89116.08

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1326395265SE +/- 0.17, N = 3SE +/- 0.75, N = 3SE +/- 0.23, N = 341.357.122.71. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1122334455SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 335.948.021.61. (CC) gcc options: -O2 -flto -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.37740.75481.13221.50961.887SE +/- 0.0004, N = 3SE +/- 0.0003, N = 5SE +/- 0.0000, N = 3SE +/- 0.0000, N = 30.67781.67750.30960.36911. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

oneAPI Level Zero Tests

Test: Peak Float16 Global Memory Bandwidth

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1326395265SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.30, N = 334.7556.9424.531. (CXX) g++ options: -ldl -pthread

Tesseract

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U306090120150SE +/- 1.48, N = 3SE +/- 0.87, N = 3SE +/- 0.29, N = 3SE +/- 0.46, N = 3109.47140.3545.2165.22

oneAPI Level Zero Tests

Test: Host-To-Device-To-Host Image Copy

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U510152025SE +/- 0.13517, N = 5SE +/- 0.08874, N = 5SE +/- 0.01750, N = 310.5736021.634504.837791. (CXX) g++ options: -ldl -pthread

FinanceBench

Benchmark: Monte-Carlo OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U6001200180024003000SE +/- 11.47, N = 15SE +/- 1.46, N = 7SE +/- 1.01, N = 5SE +/- 55.58, N = 15579.52433.371031.752584.711. (CXX) g++ options: -O3 -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1326395265SE +/- 0.02, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.09, N = 345.9457.0218.5926.731. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U400800120016002000SE +/- 0.62, N = 3SE +/- 0.10, N = 4SE +/- 0.10, N = 3SE +/- 0.06, N = 41038.541774.81362.15438.061. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1224364860SE +/- 0.65, N = 15SE +/- 0.21, N = 6SE +/- 0.01, N = 3SE +/- 0.01, N = 539.4852.1518.2831.641. (CXX) g++ options: -O3 -rdynamic -lOpenCL

oneAPI Level Zero Tests

Test: Device-To-Host Bandwidth

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U4K8K12K16K20KSE +/- 7.46, N = 4SE +/- 7.70, N = 5SE +/- 110.24, N = 312232.8010057.4819941.191. (CXX) g++ options: -ldl -pthread

oneAPI Level Zero Tests

Test: Device-To-Host Bandwidth

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U612182430SE +/- 0.01, N = 4SE +/- 0.02, N = 5SE +/- 0.07, N = 321.9426.6913.461. (CXX) g++ options: -ldl -pthread

oneAPI Level Zero Tests

Test: Host-To-Device Bandwidth

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U4K8K12K16K20KSE +/- 11.31, N = 4SE +/- 12.59, N = 5SE +/- 105.37, N = 312241.3710048.5019750.471. (CXX) g++ options: -ldl -pthread

oneAPI Level Zero Tests

Test: Host-To-Device Bandwidth

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U612182430SE +/- 0.02, N = 4SE +/- 0.03, N = 5SE +/- 0.07, N = 321.9326.7113.591. (CXX) g++ options: -ldl -pthread

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U3691215SE +/- 0.025, N = 6SE +/- 0.013, N = 8SE +/- 0.057, N = 3SE +/- 0.026, N = 57.0624.09512.87110.288

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U510152025SE +/- 0.2694, N = 15SE +/- 0.1247, N = 11SE +/- 0.0106, N = 9SE +/- 0.1918, N = 1514.021021.30406.125310.92361. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U306090120150SE +/- 0.23, N = 11SE +/- 0.34, N = 12SE +/- 0.04, N = 5SE +/- 0.05, N = 7140.16156.1631.4238.971. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

clpeak

OpenCL Test: Kernel Latency

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U816243240SE +/- 0.08, N = 9SE +/- 0.05, N = 9SE +/- 0.27, N = 3SE +/- 0.28, N = 836.8929.5332.8234.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1632486480SE +/- 0.20, N = 10SE +/- 0.09, N = 11SE +/- 0.02, N = 8SE +/- 0.03, N = 948.9173.8218.4924.671. (CXX) g++ options: -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1428425670SE +/- 0.42, N = 15SE +/- 0.18, N = 12SE +/- 0.08, N = 11SE +/- 0.57, N = 1541.7460.4012.1323.931. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1326395265SE +/- 0.11, N = 13SE +/- 0.44, N = 15SE +/- 0.09, N = 11SE +/- 0.52, N = 1540.1658.4112.1523.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

oneAPI Level Zero Tests

Test: Peak Kernel Launch Latency

OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U714212835SE +/- 0.83, N = 15SE +/- 0.55, N = 15SE +/- 0.15, N = 1228.9622.3131.421. (CXX) g++ options: -ldl -pthread

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835SE +/- 0.051661, N = 15SE +/- 0.005073, N = 14SE +/- 0.010561, N = 13SE +/- 0.046004, N = 136.3430004.17900029.83561525.8269231. (CXX) g++ options: -O3 -lOpenCL

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringGen12 Xe - i7-1165G7Gen9 - i7-8565U1224364860Min: 0.95 / Avg: 20.57 / Max: 63.06Min: 0.31 / Avg: 26.76 / Max: 63.03

Waifu2x-NCNN Vulkan

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.817.322.6Gen12 Xe - i7-1165G71.619.823.3Gen9 - i7-8565U1.024.827.0OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Power Consumption Monitor816243240

Waifu2x-NCNN Vulkan

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.714.922.6Gen12 Xe - i7-1165G71.112.722.7Gen9 - i7-8565U0.818.527.0OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818CPU Power Consumption Monitor816243240

GpuTest

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.840.9Gen12 Xe - i7-1165G71.221.247.8Gen9 - i7-8565U0.924.358.9OpenBenchmarking.orgWatts, Fewer Is BetterGpuTest 0.7.0CPU Power Consumption Monitor1632486480

GpuTest

Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2040608010045.2475.3916.06

GpuTest

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.841.2Gen12 Xe - i7-1165G71.321.349.3Gen9 - i7-8565U0.924.858.7OpenBenchmarking.orgWatts, Fewer Is BetterGpuTest 0.7.0CPU Power Consumption Monitor1632486480

GpuTest

Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U61218243017.1327.396.01

GpuTest

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.843.8Gen12 Xe - i7-1165G71.520.946.8Gen9 - i7-8565U0.928.363.0OpenBenchmarking.orgWatts, Fewer Is BetterGpuTest 0.7.0CPU Power Consumption Monitor20406080100

GpuTest

Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U50100150200250214.06242.99100.32

GpuTest

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.846.5Gen12 Xe - i7-1165G71.622.063.1Gen9 - i7-8565U1.026.640.3OpenBenchmarking.orgWatts, Fewer Is BetterGpuTest 0.7.0CPU Power Consumption Monitor20406080100

GpuTest

Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2040608010063.1981.1525.26

GpuTest

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.716.534.4Gen12 Xe - i7-1165G71.418.252.2Gen9 - i7-8565U0.827.862.0OpenBenchmarking.orgWatts, Fewer Is BetterGpuTest 0.7.0CPU Power Consumption Monitor20406080100

GpuTest

Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen

OpenBenchmarking.orgPoints Per Watt, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U20406080100104.65111.0447.23

Xonotic

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.332.4Gen12 Xe - i7-1165G72.021.938.9Gen9 - i7-8565U1.227.030.5OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor1122334455

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2468106.105.562.65

Xonotic

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.716.431.2Gen12 Xe - i7-1165G71.522.038.7Gen9 - i7-8565U0.927.130.9OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor1122334455

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2468107.517.063.44

Xonotic

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.816.429.9Gen12 Xe - i7-1165G72.222.237.0Gen9 - i7-8565U1.026.230.3OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor1122334455

Xonotic

Resolution: 1920 x 1200 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2468108.818.284.25

Xonotic

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.616.224.7Gen12 Xe - i7-1165G71.821.837.2Gen9 - i7-8565U1.021.926.0OpenBenchmarking.orgWatts, Fewer Is BetterXonotic 0.8.2CPU Power Consumption Monitor1122334455

Xonotic

Resolution: 1920 x 1200 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U4812162012.8914.148.37

Unigine Valley

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.915.729.9Gen12 Xe - i7-1165G71.821.936.2Gen9 - i7-8565U1.026.736.6OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Valley 1.0CPU Power Consumption Monitor1020304050

Unigine Valley

Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.3150.630.9451.261.5751.131.400.43

Unigine Superposition

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G72.918.035.3Gen12 Xe - i7-1165G72.422.040.4Gen9 - i7-8565U1.125.734.7OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Superposition 1.0CPU Power Consumption Monitor1122334455

Unigine Superposition

Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.16650.3330.49950.6660.83250.500.740.23

Unigine Superposition

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G72.319.034.8Gen12 Xe - i7-1165G71.722.138.8Gen9 - i7-8565U1.125.631.3OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Superposition 1.0CPU Power Consumption Monitor1122334455

Unigine Superposition

Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.30150.6030.90451.2061.50750.891.340.48

Unigine Heaven

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Heaven 4.0CPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U816243240Min: 1.52 / Avg: 20 / Max: 35.87Min: 1.48 / Avg: 21.94 / Max: 33.86Min: 0.83 / Avg: 27.13 / Max: 30.66

Unigine Heaven

Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Heaven 4.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.29480.58960.88441.17921.4740.811.310.38

Tesseract

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G73.321.926.0Gen12 Xe - i7-1165G72.122.335.1Gen9 - i7-8565U0.825.028.9OpenBenchmarking.orgWatts, Fewer Is BetterTesseract 2014-05-12CPU Power Consumption Monitor1020304050

Tesseract

Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2468105.006.282.61

ET: Legacy

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.716.030.9Gen12 Xe - i7-1165G71.521.933.4Gen9 - i7-8565U1.021.125.6OpenBenchmarking.orgWatts, Fewer Is BetterET: Legacy 2.75CPU Power Consumption Monitor1020304050

ET: Legacy

Renderer: Renderer2 - Resolution: 1920 x 1200

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1.25782.51563.77345.03126.2895.405.593.41

clpeak

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.511.418.0Gen12 Xe - i7-1165G71.315.226.0Gen9 - i7-8565U0.712.221.7OpenBenchmarking.orgWatts, Fewer Is BetterclpeakCPU Power Consumption Monitor816243240

clpeak

OpenCL Test: Transfer Bandwidth enqueueWriteBuffer

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.77631.55262.32893.10523.88153.453.442.60

clpeak

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.316.930.6Gen12 Xe - i7-1165G71.522.437.3Gen9 - i7-8565U0.829.139.1OpenBenchmarking.orgWatts, Fewer Is BetterclpeakCPU Power Consumption Monitor1122334455

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.60981.21961.82942.43923.0492.712.540.92

clpeak

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.417.628.3Gen12 Xe - i7-1165G71.521.931.2Gen9 - i7-8565U0.621.635.5OpenBenchmarking.orgWatts, Fewer Is BetterclpeakCPU Power Consumption Monitor1020304050

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U2040608010058.9380.9820.31

clpeak

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.310.022.5Gen12 Xe - i7-1165G71.413.328.1Gen9 - i7-8565U0.713.434.7OpenBenchmarking.orgWatts, Fewer Is BetterclpeakCPU Power Consumption Monitor1020304050

MandelGPU

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.715.329.6Gen12 Xe - i7-1165G71.622.634.3Gen9 - i7-8565U1.022.825.1OpenBenchmarking.orgWatts, Fewer Is BetterMandelGPU 1.3pts1CPU Power Consumption Monitor1020304050

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U400K800K1200K1600K2000K1544709.171974932.07468417.21

JuliaGPU

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.115.130.0Gen12 Xe - i7-1165G71.522.334.7Gen9 - i7-8565U1.035.741.4OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1CPU Power Consumption Monitor1122334455

JuliaGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1.3M2.6M3.9M5.2M6.5M5650341.305935645.801343812.70

PlaidML

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1020304050Min: 0.83 / Avg: 14.99 / Max: 25.15Min: 1.61 / Avg: 21.71 / Max: 33.33Min: 0.68 / Avg: 28.72 / Max: 48.17

PlaidML

FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.0540.1080.1620.2160.270.220.240.06

PlaidML

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.125.7Gen12 Xe - i7-1165G71.921.733.4Gen8 - i7-5600U0.114.224.4Gen9 - i7-8565U0.729.646.6OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption Monitor1428425670

PlaidML

FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.51981.03961.55942.07922.5992.312.140.640.54

PlaidML

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U918273645Min: 0.97 / Avg: 15.07 / Max: 24.04Min: 1.46 / Avg: 21.9 / Max: 33.76Min: 0.13 / Avg: 14.43 / Max: 17.2Min: 0.7 / Avg: 26.32 / Max: 42.97

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.22950.4590.68850.9181.14750.751.020.270.22

PlaidML

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.828.3Gen12 Xe - i7-1165G71.521.644.6Gen8 - i7-5600U0.113.924.7Gen9 - i7-8565U0.631.550.1OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption Monitor1428425670

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1.07782.15563.23344.31125.3894.794.041.341.10

PlaidML

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.116.127.0Gen12 Xe - i7-1165G71.722.042.9Gen8 - i7-5600U0.113.723.8Gen9 - i7-8565U0.732.047.5OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption Monitor1428425670

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U4812162015.0413.595.093.63

PlaidML

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.016.227.9Gen12 Xe - i7-1165G71.721.842.4Gen8 - i7-5600U0.114.817.3Gen9 - i7-8565U0.932.251.2OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption Monitor1530456075

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.3150.630.9451.261.5751.241.400.190.24

PlaidML

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.916.445.3Gen12 Xe - i7-1165G71.820.444.6Gen8 - i7-5600U0.114.024.9Gen9 - i7-8565U0.731.249.6OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption Monitor1428425670

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.22050.4410.66150.8821.10250.980.860.220.21

PlaidML

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLCPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U1122334455Min: 0.88 / Avg: 16.51 / Max: 45.35Min: 1.52 / Avg: 20.77 / Max: 53.25Min: 0.13 / Avg: 14.2 / Max: 24.85Min: 0.79 / Avg: 31.94 / Max: 49.75

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.27230.54460.81691.08921.36151.211.070.270.26

NCNN

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.915.524.0Gen12 Xe - i7-1165G71.117.726.2Gen8 - i7-5600U0.112.120.2Gen9 - i7-8565U0.820.435.3OpenBenchmarking.orgWatts, Fewer Is BetterNCNN 20200916CPU Power Consumption Monitor1020304050

LeelaChessZero

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.915.327.3Gen12 Xe - i7-1165G71.821.935.2Gen8 - i7-5600U0.114.322.5Gen9 - i7-8565U0.727.738.7OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.26CPU Power Consumption Monitor1122334455

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U163248648037.8170.0521.5814.05

cl-mem

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.614.931.6Gen12 Xe - i7-1165G71.523.038.2Gen9 - i7-8565U0.719.922.9OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13CPU Power Consumption Monitor1122334455

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.51981.03961.55942.07922.5992.312.081.21

cl-mem

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.331.4Gen12 Xe - i7-1165G71.823.338.0Gen9 - i7-8565U0.719.823.0OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13CPU Power Consumption Monitor1122334455

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.60751.2151.82252.433.03752.702.451.15

cl-mem

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.018.431.0Gen12 Xe - i7-1165G71.323.838.0Gen9 - i7-8565U0.819.822.7OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13CPU Power Consumption Monitor1122334455

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.45450.9091.36351.8182.27251.952.021.09

ViennaCL

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.98.322.0Gen12 Xe - i7-1165G71.311.131.7Gen8 - i7-5600U0.17.917.6Gen9 - i7-8565U0.713.333.6OpenBenchmarking.orgWatts, Fewer Is BetterViennaCL 1.4.2CPU Power Consumption Monitor1020304050

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U2468105.866.642.341.86

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.016.830.9Gen12 Xe - i7-1165G71.122.739.9Gen8 - i7-5600U0.113.922.2Gen9 - i7-8565U0.721.039.7OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1122334455

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U369121510.358.355.652.59

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.06.123.7Gen12 Xe - i7-1165G71.28.226.7Gen8 - i7-5600U0.25.120.4Gen9 - i7-8565U0.78.934.7OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1020304050

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed ReadbackGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U2468106.827.392.372.69

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.95.923.7Gen12 Xe - i7-1165G71.08.326.9Gen8 - i7-5600U0.25.019.2Gen9 - i7-8565U0.38.835.3OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1020304050

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Bus Speed DownloadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U2468106.847.042.422.65

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.120.132.3Gen12 Xe - i7-1165G71.722.837.3Gen8 - i7-5600U0.114.521.1Gen9 - i7-8565U0.423.133.5OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1122334455

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U70140210280350265.36343.7497.1172.86

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.025.128.4Gen12 Xe - i7-1165G71.023.842.3Gen8 - i7-5600U0.114.716.9Gen9 - i7-8565U0.921.924.7OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1224364860

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.01580.03160.04740.06320.0790.030.070.020.02

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.17.929.6Gen12 Xe - i7-1165G71.38.828.8Gen8 - i7-5600U0.110.722.8Gen9 - i7-8565U0.717.639.6OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor1122334455

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U4812162017.7717.812.942.21

SHOC Scalable HeterOgeneous Computing

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.08.320.9Gen12 Xe - i7-1165G71.011.131.8Gen8 - i7-5600U0.16.916.3Gen9 - i7-8565U0.611.931.2OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor918273645

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U0.4320.8641.2961.7282.161.681.920.880.92

FinanceBench

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.13.813.9Gen12 Xe - i7-1165G71.05.116.9Gen8 - i7-5600U0.12.511.1Gen9 - i7-8565U0.75.020.7OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06CPU Power Consumption Monitor612182430

FinanceBench

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G70.912.931.9Gen12 Xe - i7-1165G71.315.932.7Gen8 - i7-5600U0.17.916.8Gen9 - i7-8565U0.714.822.7OpenBenchmarking.orgWatts, Fewer Is BetterFinanceBench 2016-06-06CPU Power Consumption Monitor1020304050

RealSR-NCNN

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818CPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen8 - i7-5600UGen9 - i7-8565U714212835Min: 0.99 / Avg: 15.84 / Max: 22.6Min: 1.45 / Avg: 22.26 / Max: 26.61Min: 0.13 / Avg: 14.32 / Max: 16.8Min: 0.82 / Avg: 25.69 / Max: 29.43

RealSR-NCNN

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.522.7Gen12 Xe - i7-1165G71.522.126.6Gen8 - i7-5600U0.114.516.9Gen9 - i7-8565U0.725.730.7OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818CPU Power Consumption Monitor918273645

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.433.9Gen12 Xe - i7-1165G71.522.436.6Gen9 - i7-8565U0.830.240.4OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1122334455

oneAPI Level Zero Tests

Test: Peak System Memory Copy to Shared Memory

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.20250.4050.60750.811.01250.900.670.36

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.215.531.1Gen12 Xe - i7-1165G71.922.936.7Gen9 - i7-8565U0.829.039.5OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1122334455

oneAPI Level Zero Tests

Test: Peak Float16 Global Memory Bandwidth

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.56031.12061.68092.24122.80152.242.490.85

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.015.539.6Gen12 Xe - i7-1165G71.623.146.0Gen9 - i7-8565U0.733.644.3OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1224364860

oneAPI Level Zero Tests

Test: Host-To-Device-To-Host Image Copy

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U0.21150.4230.63450.8461.05750.680.940.14

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.115.528.4Gen12 Xe - i7-1165G71.422.231.9Gen9 - i7-8565U0.830.137.3OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1122334455

oneAPI Level Zero Tests

Test: Peak Single-Precision Compute

OpenBenchmarking.orgGB/s Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U132639526559.5254.9913.93

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.018.327.5Gen12 Xe - i7-1165G72.022.430.4Gen9 - i7-8565U0.831.135.7OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1020304050

oneAPI Level Zero Tests

Test: Peak Half-Precision Compute

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U30609012015073.98135.3624.17

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMaxGen11 - i7-1065G71.06.622.9Gen12 Xe - i7-1165G71.38.528.9Gen9 - i7-8565U0.58.333.4OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1020304050

oneAPI Level Zero Tests

CPU Power Consumption Monitor

MinAvgMax11th Gen - i7-1165G71.116.130.712th Gen Xe - i7-1165G71.723.035.2Gen11 - i7-1065G71.015.730.7Gen12 Xe - i7-1165G72.022.735.7Gen9 - i7-8565U0.731.038.1OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption Monitor1122334455

oneAPI Level Zero Tests

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetteroneAPI Level Zero TestsCPU Power Consumption MonitorGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U1020304050Min: 0.97 / Avg: 16.75 / Max: 30.88Min: 1.91 / Avg: 21.95 / Max: 48.89Min: 0.77 / Avg: 32.12 / Max: 45.09

oneAPI Level Zero Tests

Test: Peak Integer Compute

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen11 - i7-1065G7Gen12 Xe - i7-1165G7Gen9 - i7-8565U5101520259.1520.004.31

Phoronix Test Suite v10.8.4