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 ResolutionGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Intel 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)OpenBenchmarking.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 2.3Python 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

Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Logarithmic Result OverviewPhoronix Test SuiteFinanceBenchMandelGPULeelaChessZeroSHOC Scalable HeterOgeneous ComputingViennaCLRealSR-NCNNPlaidMLJuliaGPUUnigine HeavenUnigine ValleyWaifu2x-NCNN VulkanUnigine SuperpositionGpuTestNCNNoneAPI Level Zero Testscl-memTesseractclpeakET: LegacyXonotic

Gen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7Per 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 Gen9oneapi-level-zero: Peak Integer Computeoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Device-To-Host Bandwidthoneapi-level-zero: Host-To-Device Bandwidthoneapi-level-zero: Host-To-Device Bandwidthoneapi-level-zero: Peak Kernel Launch Latencyoneapi-level-zero: Peak Half-Precision Computeoneapi-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 Memoryrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesfinancebench: Monte-Carlo OpenCLfinancebench: Black-Scholes OpenCLshoc: OpenCL - Triadshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Max SP Flopsshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Texture Read Bandwidthviennacl: OpenCL LU Factorizationcl-mem: Copycl-mem: Readcl-mem: Writelczero: 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-tinyplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - NASNer Large - OpenCLjuliagpu: GPUmandelgpu: GPUclpeak: Kernel Latencyclpeak: Single-Precision Floatclpeak: Global Memory Bandwidthclpeak: Transfer Bandwidth enqueueWriteBufferetlegacy: 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 - Ultimategputest: 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 - Fullscreenwaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - YesGen9 - i7-8565UGen11 - i7-1065G7Gen12 Xe - i7-1165G7138.51613.46218319941.1913.59211919750.4731.4224751.623418.8624.8377924.527610.7883202.6011614.8432584.71044925.82692310.923638.97190.36911681.1923.304823.931954.262524.674621.622.724.038928.2725.748.279.196.758.3616.521.8123.72152.7923.8925.7751.4662.818.186.427.84116.0834.525.8115.901.8447930812.610702352.534.12438.0626.7331.6472.165.2225110.370112.25.811.4067183.6211229111.675321893.209480071.60678041314672284014939010.28875.252153.14721.94393912232.8021.92861212241.3728.95681352.09920.20710.573634.752213.8085143.9881120.001579.5237336.34314.0210140.1620.67785322.9940.164041.7406174.16248.911735.941.334.457924.6522.367.538.655.717.6516.721.8118.6296.3217.1216.6335.9138.9519.9316.0320.10242.8375.5711.3034.823.3185184313.223689428.636.891038.5445.9439.4886.4109.466916.136317.09.017.7436209.1609960144.1207832123.238392999.23650891724106236022887617.06253.103439.00226.69018710057.4826.71416210048.5022.31303036.681219.5221.634556.939115.085968.311538.065433.3708584.17921.3040156.1621.67757820.5658.414360.4048189.75773.816248.057.147.9153511.519.744.625.473.055.1411.050.9810.5138.447.189.4715.4915.2622.1817.4930.52299.6087.2922.4446.375.14132508055.144609194.629.531774.8157.0252.15122.3140.348628.645329.616.430.6054307.6345501183.8028138155.3708840121.904137720171782508058415954.09527.216OpenBenchmarking.org

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 ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U100200300400500SE +/- 1.34, N = 3SE +/- 2.13, N = 3SE +/- 1.20, N = 12439.00153.15138.521. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Integer ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U80160240320400Min: 436.72 / Avg: 439 / Max: 441.36Min: 150.54 / Avg: 153.15 / Max: 157.37Min: 131.1 / Avg: 138.52 / Max: 144.641. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.02, N = 5SE +/- 0.01, N = 4SE +/- 0.07, N = 326.6921.9413.461. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 26.61 / Avg: 26.69 / Max: 26.71Min: 21.92 / Avg: 21.94 / Max: 21.98Min: 13.38 / Avg: 13.46 / Max: 13.611. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4K8K12K16K20KSE +/- 7.70, N = 5SE +/- 7.46, N = 4SE +/- 110.24, N = 310057.4812232.8019941.191. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Device-To-Host BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3K6K9K12K15KMin: 10048.25 / Avg: 10057.48 / Max: 10088.19Min: 12212.77 / Avg: 12232.8 / Max: 12244.86Min: 19721.74 / Avg: 19941.19 / Max: 20069.31. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.03, N = 5SE +/- 0.02, N = 4SE +/- 0.07, N = 326.7121.9313.591. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 26.62 / Avg: 26.71 / Max: 26.83Min: 21.88 / Avg: 21.93 / Max: 21.97Min: 13.45 / Avg: 13.59 / Max: 13.71. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4K8K12K16K20KSE +/- 12.59, N = 5SE +/- 11.31, N = 4SE +/- 105.37, N = 310048.5012241.3719750.471. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgusec, Fewer Is BetteroneAPI Level Zero TestsTest: Host-To-Device BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3K6K9K12K15KMin: 10006.37 / Avg: 10048.5 / Max: 10084.79Min: 12220.77 / Avg: 12241.37 / Max: 12270.4Min: 19594.8 / Avg: 19750.47 / Max: 19951.331. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.55, N = 15SE +/- 0.83, N = 15SE +/- 0.15, N = 1222.3128.9631.421. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgus, Fewer Is BetteroneAPI Level Zero TestsTest: Peak Kernel Launch LatencyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835Min: 21.16 / Avg: 22.31 / Max: 30Min: 26.85 / Avg: 28.96 / Max: 35.28Min: 30.93 / Avg: 31.42 / Max: 32.781. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U7001400210028003500SE +/- 1.09, N = 3SE +/- 19.85, N = 3SE +/- 0.53, N = 33036.681352.09751.621. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGFLOPS, More Is BetteroneAPI Level Zero TestsTest: Peak Half-Precision ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U5001000150020002500Min: 3034.49 / Avg: 3036.68 / Max: 3037.78Min: 1319.49 / Avg: 1352.09 / Max: 1388.02Min: 750.58 / Avg: 751.62 / Max: 752.351. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 1.60, N = 31219.52920.21418.861. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Single-Precision ComputeGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U2004006008001000Min: 1219.51 / Avg: 1219.52 / Max: 1219.52Min: 920.1 / Avg: 920.21 / Max: 920.31Min: 416.59 / Avg: 418.86 / Max: 421.951. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025SE +/- 0.08874, N = 5SE +/- 0.13517, N = 5SE +/- 0.01750, N = 321.6345010.573604.837791. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Host-To-Device-To-Host Image CopyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025Min: 21.44 / Avg: 21.63 / Max: 21.86Min: 10.32 / Avg: 10.57 / Max: 11.08Min: 4.8 / Avg: 4.84 / Max: 4.861. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1326395265SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.30, N = 356.9434.7524.531. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak Float16 Global Memory BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455Min: 56.61 / Avg: 56.94 / Max: 57.13Min: 34.74 / Avg: 34.75 / Max: 34.77Min: 24.16 / Avg: 24.53 / Max: 25.131. (CXX) g++ options: -ldl -pthread

OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 915.0913.8110.791. (CXX) g++ options: -ldl -pthread
OpenBenchmarking.orgGB/s, More Is BetteroneAPI Level Zero TestsTest: Peak System Memory Copy to Shared MemoryGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620Min: 15.01 / Avg: 15.09 / Max: 15.17Min: 13.78 / Avg: 13.81 / Max: 13.86Min: 10.23 / Avg: 10.79 / Max: 11.321. (CXX) g++ options: -ldl -pthread

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: NoGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4080120160200SE +/- 0.44, N = 3SE +/- 0.34, N = 3SE +/- 0.57, N = 368.31143.99202.60
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4080120160200Min: 67.43 / Avg: 68.31 / Max: 68.76Min: 143.46 / Avg: 143.99 / Max: 144.61Min: 201.45 / Avg: 202.6 / Max: 203.24

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500SE +/- 1.30, N = 3SE +/- 3.12, N = 3SE +/- 2.33, N = 3538.071120.001614.84
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500Min: 535.62 / Avg: 538.07 / Max: 540.03Min: 1115.44 / Avg: 1120 / Max: 1125.97Min: 1610.9 / Avg: 1614.84 / Max: 1618.97

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 OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U6001200180024003000SE +/- 1.46, N = 7SE +/- 11.47, N = 15SE +/- 55.58, N = 15433.37579.522584.711. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Monte-Carlo OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U400800120016002000Min: 424.65 / Avg: 433.37 / Max: 435.34Min: 471.23 / Avg: 579.52 / Max: 610.34Min: 1997.48 / Avg: 2584.71 / Max: 2688.691. (CXX) g++ options: -O3 -lOpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.005073, N = 14SE +/- 0.051661, N = 15SE +/- 0.046004, N = 134.1790006.34300025.8269231. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 4.15 / Avg: 4.18 / Max: 4.21Min: 6.07 / Avg: 6.34 / Max: 6.72Min: 25.53 / Avg: 25.83 / Max: 26.011. (CXX) g++ options: -O3 -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.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025SE +/- 0.12, N = 11SE +/- 0.27, N = 15SE +/- 0.19, N = 1521.3014.0210.921. (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: TriadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025Min: 20.49 / Avg: 21.3 / Max: 22.25Min: 12.88 / Avg: 14.02 / Max: 15.95Min: 9.66 / Avg: 10.92 / Max: 11.851. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 0.34, N = 12SE +/- 0.23, N = 11SE +/- 0.05, N = 7156.16140.1638.971. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 154.26 / Avg: 156.16 / Max: 157.89Min: 138.96 / Avg: 140.16 / Max: 141.42Min: 38.84 / Avg: 38.97 / Max: 39.131. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U0.37740.75481.13221.50961.887SE +/- 0.0003, N = 5SE +/- 0.0004, N = 3SE +/- 0.0000, N = 31.67750.67780.36911. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U246810Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 0.68 / Avg: 0.68 / Max: 0.68Min: 0.37 / Avg: 0.37 / Max: 0.371. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U2K4K6K8K10KSE +/- 0.11, N = 3SE +/- 4.39, N = 3SE +/- 0.77, N = 37820.565322.991681.191. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U14002800420056007000Min: 7820.45 / Avg: 7820.56 / Max: 7820.77Min: 5315.45 / Avg: 5322.99 / Max: 5330.67Min: 1680.06 / Avg: 1681.19 / Max: 1682.671. (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 DownloadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1326395265SE +/- 0.44, N = 15SE +/- 0.11, N = 13SE +/- 0.52, N = 1558.4140.1623.301. (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 DownloadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1224364860Min: 56.93 / Avg: 58.41 / Max: 64.42Min: 39.37 / Avg: 40.16 / Max: 40.78Min: 20.96 / Avg: 23.3 / Max: 26.191. (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 ReadbackGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1428425670SE +/- 0.18, N = 12SE +/- 0.42, N = 15SE +/- 0.57, N = 1560.4041.7423.931. (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 ReadbackGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1224364860Min: 59.28 / Avg: 60.4 / Max: 61.18Min: 40.54 / Avg: 41.74 / Max: 45.95Min: 20.97 / Avg: 23.93 / Max: 26.091. (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 BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4080120160200SE +/- 0.02, N = 3SE +/- 1.66, N = 3SE +/- 0.01, N = 3189.76174.1654.261. (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 BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 189.73 / Avg: 189.76 / Max: 189.8Min: 171.98 / Avg: 174.16 / Max: 177.43Min: 54.24 / Avg: 54.26 / Max: 54.281. (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 FactorizationGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1632486480SE +/- 0.09, N = 11SE +/- 0.20, N = 10SE +/- 0.03, N = 973.8248.9124.671. (CXX) g++ options: -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1428425670Min: 73.34 / Avg: 73.82 / Max: 74.41Min: 48.12 / Avg: 48.91 / Max: 49.85Min: 24.54 / Avg: 24.67 / Max: 24.771. (CXX) g++ options: -rdynamic -lOpenCL

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: CopyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.24, N = 348.035.921.61. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1020304050Min: 47.9 / Avg: 47.97 / Max: 48Min: 35.7 / Avg: 35.9 / Max: 36Min: 21.3 / Avg: 21.63 / Max: 22.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1326395265SE +/- 0.75, N = 3SE +/- 0.17, N = 3SE +/- 0.23, N = 357.141.322.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455Min: 55.6 / Avg: 57.1 / Max: 57.9Min: 41 / Avg: 41.33 / Max: 41.5Min: 22.3 / Avg: 22.73 / Max: 23.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455SE +/- 0.22, N = 3SE +/- 0.44, N = 15SE +/- 0.32, N = 447.934.424.01. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1020304050Min: 47.6 / Avg: 47.87 / Max: 48.3Min: 33.4 / Avg: 34.35 / Max: 39.3Min: 23.5 / Avg: 24 / Max: 24.91. (CC) gcc options: -O2 -flto -lOpenCL

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: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500SE +/- 7.84, N = 3SE +/- 8.08, N = 3SE +/- 5.24, N = 315355793891. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500Min: 1527 / Avg: 1535.33 / Max: 1551Min: 565 / Avg: 579 / Max: 593Min: 379 / Avg: 389.33 / Max: 3961. (CXX) g++ options: -flto -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.02, N = 3SE +/- 0.32, N = 3SE +/- 0.06, N = 311.5124.6528.27MIN: 11.25 / MAX: 13.33MIN: 21.12 / MAX: 29.29MIN: 27.92 / MAX: 40.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 11.47 / Avg: 11.51 / Max: 11.55Min: 24.12 / Avg: 24.65 / Max: 25.22Min: 28.18 / Avg: 28.27 / Max: 28.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 39.7422.3625.74MIN: 9.4 / MAX: 29.44MIN: 19.29 / MAX: 35.76MIN: 24.44 / MAX: 35.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 9.64 / Avg: 9.74 / Max: 9.87Min: 21.97 / Avg: 22.36 / Max: 22.65Min: 24.97 / Avg: 25.74 / Max: 26.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 34.627.538.27MIN: 4 / MAX: 5.44MIN: 7.07 / MAX: 8.39MIN: 7.97 / MAX: 8.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215Min: 4.54 / Avg: 4.62 / Max: 4.74Min: 7.44 / Avg: 7.53 / Max: 7.63Min: 8.22 / Avg: 8.27 / Max: 8.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 35.478.659.19MIN: 5.23 / MAX: 6.31MIN: 8.33 / MAX: 9.56MIN: 8.92 / MAX: 9.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215Min: 5.39 / Avg: 5.47 / Max: 5.54Min: 8.64 / Avg: 8.65 / Max: 8.67Min: 9.17 / Avg: 9.19 / Max: 9.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 33.055.716.75MIN: 2.89 / MAX: 3.33MIN: 5.41 / MAX: 10.95MIN: 6.07 / MAX: 7.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215Min: 3.03 / Avg: 3.05 / Max: 3.08Min: 5.66 / Avg: 5.71 / Max: 5.77Min: 6.72 / Avg: 6.75 / Max: 6.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U246810SE +/- 0.29, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 35.147.658.36MIN: 4.27 / MAX: 6.74MIN: 7.11 / MAX: 8.41MIN: 8.28 / MAX: 9.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215Min: 4.77 / Avg: 5.14 / Max: 5.71Min: 7.56 / Avg: 7.65 / Max: 7.71Min: 8.33 / Avg: 8.36 / Max: 8.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G748121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.0516.5216.72MIN: 10.93 / MAX: 11.86MIN: 15.6 / MAX: 17.19MIN: 16.57 / MAX: 17.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Gen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G748121620Min: 11.01 / Avg: 11.05 / Max: 11.09Min: 16.5 / Avg: 16.52 / Max: 16.54Min: 16.71 / Avg: 16.72 / Max: 16.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G70.40730.81461.22191.62922.0365SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 30.981.811.81MIN: 0.88 / MAX: 1.17MIN: 1.66 / MAX: 3.11MIN: 1.58 / MAX: 4.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceGen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G7246810Min: 0.94 / Avg: 0.98 / Max: 1Min: 1.74 / Avg: 1.81 / Max: 1.88Min: 1.77 / Avg: 1.81 / Max: 1.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 310.5118.6223.72MIN: 10.37 / MAX: 11.21MIN: 18.42 / MAX: 19.34MIN: 22.59 / MAX: 27.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 10.48 / Avg: 10.51 / Max: 10.57Min: 18.61 / Avg: 18.62 / Max: 18.63Min: 23.64 / Avg: 23.72 / Max: 23.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 338.4496.32152.79MIN: 38.09 / MAX: 38.78MIN: 92.64 / MAX: 97.57MIN: 151.88 / MAX: 153.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 38.42 / Avg: 38.44 / Max: 38.46Min: 96.27 / Avg: 96.32 / Max: 96.41Min: 152.69 / Avg: 152.79 / Max: 152.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 37.1817.1223.89MIN: 6.79 / MAX: 7.65MIN: 16.86 / MAX: 17.76MIN: 23.4 / MAX: 24.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 7.14 / Avg: 7.18 / Max: 7.22Min: 17.09 / Avg: 17.12 / Max: 17.15Min: 23.89 / Avg: 23.89 / Max: 23.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 39.4716.6325.77MIN: 8.7 / MAX: 9.75MIN: 15.99 / MAX: 17.2MIN: 25.1 / MAX: 26.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 9.46 / Avg: 9.47 / Max: 9.48Min: 16.57 / Avg: 16.63 / Max: 16.68Min: 25.75 / Avg: 25.77 / Max: 25.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1224364860SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 315.4935.9151.46MIN: 15.23 / MAX: 15.68MIN: 35.46 / MAX: 36.57MIN: 50.23 / MAX: 52.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1020304050Min: 15.46 / Avg: 15.49 / Max: 15.51Min: 35.87 / Avg: 35.91 / Max: 36Min: 51.42 / Avg: 51.46 / Max: 51.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1428425670SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 315.2638.9562.81MIN: 14.84 / MAX: 15.7MIN: 32.02 / MAX: 43.37MIN: 48.56 / MAX: 92.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1224364860Min: 15.23 / Avg: 15.26 / Max: 15.3Min: 38.76 / Avg: 38.95 / Max: 39.28Min: 62.32 / Avg: 62.81 / Max: 63.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025SE +/- 0.03, N = 3SE +/- 0.34, N = 12SE +/- 0.08, N = 322.1819.938.18
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025Min: 22.14 / Avg: 22.18 / Max: 22.25Min: 19.26 / Avg: 19.93 / Max: 23.6Min: 8.06 / Avg: 8.18 / Max: 8.32

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 317.4916.036.42
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620Min: 17.46 / Avg: 17.49 / Max: 17.54Min: 15.79 / Avg: 16.03 / Max: 16.43Min: 6.41 / Avg: 6.42 / Max: 6.43

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.40, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 330.5220.107.84
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835Min: 29.74 / Avg: 30.52 / Max: 31.09Min: 19.92 / Avg: 20.1 / Max: 20.3Min: 7.8 / Avg: 7.84 / Max: 7.87

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U70140210280350SE +/- 0.92, N = 3SE +/- 3.34, N = 3SE +/- 0.03, N = 3299.60242.83116.08
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U50100150200250Min: 298.38 / Avg: 299.6 / Max: 301.41Min: 236.36 / Avg: 242.83 / Max: 247.48Min: 116.03 / Avg: 116.08 / Max: 116.14

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20406080100SE +/- 0.04, N = 3SE +/- 1.07, N = 3SE +/- 0.36, N = 387.2975.5734.52
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20406080100Min: 87.22 / Avg: 87.29 / Max: 87.35Min: 74.16 / Avg: 75.57 / Max: 77.66Min: 33.98 / Avg: 34.52 / Max: 35.2

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 322.4411.305.81
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U510152025Min: 22.33 / Avg: 22.44 / Max: 22.63Min: 11.15 / Avg: 11.3 / Max: 11.41Min: 5.79 / Avg: 5.81 / Max: 5.83

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 346.3734.8215.90
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U918273645Min: 46.33 / Avg: 46.37 / Max: 46.45Min: 34.68 / Avg: 34.82 / Max: 34.9Min: 15.72 / Avg: 15.9 / Max: 16.22

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1.15652.3133.46954.6265.7825SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.143.311.84
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U246810Min: 5.14 / Avg: 5.14 / Max: 5.14Min: 3.3 / Avg: 3.31 / Max: 3.32Min: 1.83 / Avg: 1.84 / Max: 1.85

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: GPUGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30M60M90M120M150MSE +/- 1753385.91, N = 4SE +/- 1031557.09, N = 6SE +/- 3375.98, N = 3132508055.185184313.247930812.61. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20M40M60M80M100MMin: 129483633.2 / Avg: 132508055.1 / Max: 137491728.3Min: 83742969.3 / Avg: 85184313.18 / Max: 90315528Min: 47925190.5 / Avg: 47930812.6 / Max: 47936861.81. (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: GPUGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U10M20M30M40M50MSE +/- 304086.94, N = 3SE +/- 231636.76, N = 3SE +/- 1337.29, N = 344609194.623689428.610702352.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U8M16M24M32M40MMin: 44245993.8 / Avg: 44609194.63 / Max: 45213252.7Min: 23415405.6 / Avg: 23689428.6 / Max: 24149937.1Min: 10699691.6 / Avg: 10702352.5 / Max: 10703916.91. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

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 LatencyGen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G7816243240SE +/- 0.05, N = 9SE +/- 0.28, N = 8SE +/- 0.08, N = 929.5334.1236.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGen12 Xe - i7-1165G7Gen9 - i7-8565UGen11 - i7-1065G7816243240Min: 29.23 / Avg: 29.53 / Max: 29.68Min: 33.57 / Avg: 34.12 / Max: 35.99Min: 36.56 / Avg: 36.89 / Max: 37.191. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U400800120016002000SE +/- 0.10, N = 4SE +/- 0.62, N = 3SE +/- 0.06, N = 41774.811038.54438.061. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500Min: 1774.53 / Avg: 1774.81 / Max: 1774.97Min: 1037.44 / Avg: 1038.54 / Max: 1039.6Min: 437.94 / Avg: 438.06 / Max: 438.21. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1326395265SE +/- 0.02, N = 4SE +/- 0.02, N = 4SE +/- 0.09, N = 357.0245.9426.731. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1122334455Min: 56.97 / Avg: 57.02 / Max: 57.06Min: 45.89 / Avg: 45.94 / Max: 45.99Min: 26.62 / Avg: 26.73 / Max: 26.911. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1224364860SE +/- 0.21, N = 6SE +/- 0.65, N = 15SE +/- 0.01, N = 552.1539.4831.641. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1020304050Min: 51.63 / Avg: 52.15 / Max: 52.77Min: 36.74 / Avg: 39.48 / Max: 42.8Min: 31.62 / Avg: 31.64 / Max: 31.661. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 1.11, N = 10SE +/- 1.84, N = 15SE +/- 0.06, N = 3122.386.472.1
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 1920 x 1200Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20406080100Min: 120.5 / Avg: 122.32 / Max: 132.2Min: 83.6 / Avg: 86.36 / Max: 111.7Min: 72 / Avg: 72.1 / Max: 72.2

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 1200Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 0.87, N = 3SE +/- 1.48, N = 3SE +/- 0.46, N = 3140.35109.4765.22
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1200Gen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 139.38 / Avg: 140.35 / Max: 142.08Min: 106.53 / Avg: 109.47 / Max: 111.27Min: 64.48 / Avg: 65.22 / Max: 66.06

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: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.07, N = 3SE +/- 0.24, N = 9SE +/- 0.02, N = 328.6516.1410.37
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Heaven 4.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U612182430Min: 28.56 / Avg: 28.65 / Max: 28.78Min: 15.53 / Avg: 16.14 / Max: 17.82Min: 10.34 / Avg: 10.37 / Max: 10.39

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: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 329.617.012.2MAX: 40.6MAX: 23.3MAX: 15.2
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835Min: 29.5 / Avg: 29.63 / Max: 29.9Min: 16.9 / Avg: 17.03 / Max: 17.2Min: 12.1 / Avg: 12.17 / Max: 12.2

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 316.49.05.8MAX: 21.3MAX: 10.8MAX: 7.5
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U48121620Min: 16.4 / Avg: 16.4 / Max: 16.4Min: 9 / Avg: 9.03 / Max: 9.1Min: 5.8 / Avg: 5.83 / Max: 5.9

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: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 330.6117.7411.41
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGLGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U714212835Min: 30.51 / Avg: 30.61 / Max: 30.77Min: 17.6 / Avg: 17.74 / Max: 17.97Min: 11.33 / Avg: 11.41 / Max: 11.54

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: LowGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U70140210280350SE +/- 3.15, N = 8SE +/- 2.16, N = 8SE +/- 0.13, N = 3307.63209.16183.62MIN: 184 / MAX: 693MIN: 123 / MAX: 473MIN: 122 / MAX: 299
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: LowGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U60120180240300Min: 302.43 / Avg: 307.63 / Max: 329.26Min: 201.59 / Avg: 209.16 / Max: 221.78Min: 183.45 / Avg: 183.62 / Max: 183.89

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U4080120160200SE +/- 2.55, N = 3SE +/- 2.36, N = 3SE +/- 0.86, N = 3183.80144.12111.68MIN: 106 / MAX: 306MIN: 94 / MAX: 283MIN: 78 / MAX: 154
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: HighGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 181.24 / Avg: 183.8 / Max: 188.9Min: 141.26 / Avg: 144.12 / Max: 148.8Min: 110.81 / Avg: 111.68 / Max: 113.4

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 1.36, N = 3SE +/- 1.82, N = 3SE +/- 0.52, N = 3155.37123.2493.21MIN: 79 / MAX: 269MIN: 71 / MAX: 245MIN: 52 / MAX: 133
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltraGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150Min: 153.98 / Avg: 155.37 / Max: 158.1Min: 120.62 / Avg: 123.24 / Max: 126.74Min: 92.2 / Avg: 93.21 / Max: 93.92

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U306090120150SE +/- 1.05, N = 3SE +/- 1.54, N = 3SE +/- 0.44, N = 3121.9099.2471.61MIN: 37 / MAX: 232MIN: 30 / MAX: 197MIN: 26 / MAX: 115
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 1920 x 1200 - Effects Quality: UltimateGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20406080100Min: 120.74 / Avg: 121.9 / Max: 124Min: 97.66 / Avg: 99.24 / Max: 102.32Min: 70.93 / Avg: 71.61 / Max: 72.44

GpuTest

GpuTest is a cross-platform OpenGL benchmark developed at Geeks3D.com that offers tech demos such as FurMark, TessMark, and other workloads to stress various areas of GPUs and drivers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U400800120016002000SE +/- 1.53, N = 3SE +/- 9.94, N = 3SE +/- 6.33, N = 3201717241314
OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: GiMark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U400800120016002000Min: 2014 / Avg: 2017 / Max: 2019Min: 1704 / Avg: 1723.67 / Max: 1736Min: 1305 / Avg: 1313.67 / Max: 1326

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U400800120016002000SE +/- 23.44, N = 4SE +/- 15.32, N = 3SE +/- 8.41, N = 317821062672
OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Furmark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500Min: 1753 / Avg: 1782 / Max: 1852Min: 1036 / Avg: 1061.67 / Max: 1089Min: 658 / Avg: 671.67 / Max: 687

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U11002200330044005500SE +/- 25.03, N = 3SE +/- 27.39, N = 3SE +/- 25.17, N = 3508036022840
OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: TessMark - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U9001800270036004500Min: 5053 / Avg: 5080 / Max: 5130Min: 3567 / Avg: 3602 / Max: 3656Min: 2790 / Avg: 2840.33 / Max: 2866

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U130260390520650SE +/- 6.51, N = 3SE +/- 1.67, N = 3584288149
OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U100200300400500Min: 577 / Avg: 584 / Max: 597Min: 286 / Avg: 287.67 / Max: 291

OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500SE +/- 14.67, N = 3SE +/- 5.03, N = 31595761390
OpenBenchmarking.orgPoints, More Is BetterGpuTest 0.7.0Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: FullscreenGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U30060090012001500Min: 1580 / Avg: 1594.67 / Max: 1624Min: 755 / Avg: 761 / Max: 771

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: NoGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215SE +/- 0.013, N = 8SE +/- 0.025, N = 6SE +/- 0.026, N = 54.0957.06210.288
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U3691215Min: 4.05 / Avg: 4.1 / Max: 4.14Min: 6.99 / Avg: 7.06 / Max: 7.16Min: 10.21 / Avg: 10.29 / Max: 10.34

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U20406080100SE +/- 0.03, N = 3SE +/- 0.64, N = 6SE +/- 0.03, N = 327.2253.1075.25
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesGen12 Xe - i7-1165G7Gen11 - i7-1065G7Gen9 - i7-8565U1428425670Min: 27.17 / Avg: 27.22 / Max: 27.25Min: 49.89 / Avg: 53.1 / Max: 53.87Min: 75.2 / Avg: 75.25 / Max: 75.29

CPU Power Consumption Monitor

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

73 Results Shown

oneAPI Level Zero Tests:
  Peak Integer Compute
  Device-To-Host Bandwidth
  Device-To-Host Bandwidth
  Host-To-Device Bandwidth
  Host-To-Device Bandwidth
  Peak Kernel Launch Latency
  Peak Half-Precision Compute
  Peak Single-Precision Compute
  Host-To-Device-To-Host Image Copy
  Peak Float16 Global Memory Bandwidth
  Peak System Memory Copy to Shared Memory
RealSR-NCNN:
  4x - No
  4x - Yes
FinanceBench:
  Monte-Carlo OpenCL
  Black-Scholes OpenCL
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Triad
  OpenCL - FFT SP
  OpenCL - MD5 Hash
  OpenCL - Max SP Flops
  OpenCL - Bus Speed Download
  OpenCL - Bus Speed Readback
  OpenCL - Texture Read Bandwidth
ViennaCL
cl-mem:
  Copy
  Read
  Write
LeelaChessZero
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
PlaidML:
  No - Inference - VGG16 - OpenCL
  No - Inference - VGG19 - OpenCL
  No - Inference - IMDB LSTM - OpenCL
  No - Inference - Mobilenet - OpenCL
  No - Inference - ResNet 50 - OpenCL
  No - Inference - DenseNet 201 - OpenCL
  No - Inference - Inception V3 - OpenCL
  No - Inference - NASNer Large - OpenCL
JuliaGPU
MandelGPU
clpeak:
  Kernel Latency
  Single-Precision Float
  Global Memory Bandwidth
  Transfer Bandwidth enqueueWriteBuffer
ET: Legacy
Tesseract
Unigine Heaven
Unigine Superposition:
  1920 x 1200 - Fullscreen - Low - OpenGL
  1920 x 1200 - Fullscreen - Medium - OpenGL
Unigine Valley
Xonotic:
  1920 x 1200 - Low
  1920 x 1200 - High
  1920 x 1200 - Ultra
  1920 x 1200 - Ultimate
GpuTest:
  GiMark - 1920 x 1200 - Fullscreen
  Furmark - 1920 x 1200 - Fullscreen
  TessMark - 1920 x 1200 - Fullscreen
  Pixmark Piano - 1920 x 1200 - Fullscreen
  Pixmark Volplosion - 1920 x 1200 - Fullscreen
Waifu2x-NCNN Vulkan:
  2x - 3 - No
  2x - 3 - Yes
CPU Power Consumption Monitor