Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2010223-FI-GEN48446330 Tigerlake Xe Gen12 to Gen9 - Phoronix Test Suite Tigerlake Xe Gen12 to Gen9 Tests for a future article
HTML result view exported from: https://openbenchmarking.org/result/2010223-FI-GEN48446330&grr&sro .
Tigerlake Xe Gen12 to Gen9 Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution Gen9 - i7-8565U Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads) Dell 0KTW76 (1.0.0 BIOS) Intel Cannon Point-LP 16GB SK hynix PC401 NVMe 256GB Intel UHD 620 3GB (1150MHz) Realtek ALC3271 Qualcomm Atheros QCA6174 802.11ac Ubuntu 20.10 5.9.1-050901-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 modesetting 1.20.9 4.6 Mesa 20.3.0-devel (git-fdbc45d 2020-10-21 groovy-oibaf-ppa) OpenCL 3.0 1.2.145 GCC 10.2.0 ext4 1920x1080 Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads) Dell 06CDVY (1.0.9 BIOS) Intel Device 34ef KBG40ZPZ512G NVMe TOSHIBA 512GB Intel Iris Plus G7 3GB (1100MHz) Realtek ALC289 Intel Killer Wi-Fi 6 AX1650i 160MHz 4.6 Mesa 20.3.0-devel (git-4408131 2020-10-20 groovy-oibaf-ppa) 1920x1200 Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads) Dell 0GG9PT (1.0.3 BIOS) Intel Tiger Lake-LP KIOXIA KBG40ZNS256G NVMe 256GB Intel UHD 3GB (1300MHz) Intel Wi-Fi 6 AX201 4.6 Mesa 20.3.0-devel (git-fdbc45d 2020-10-21 groovy-oibaf-ppa) OpenBenchmarking.org Compiler 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 Python Details - Python 3.8.6 Security 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
Tigerlake Xe Gen12 to Gen9 plaidml: No - Inference - NASNer Large - OpenCL realsr-ncnn: 4x - Yes oneapi-level-zero: Peak Integer Compute unigine-heaven: 1920 x 1200 - Fullscreen - OpenGL plaidml: No - Inference - DenseNet 201 - OpenCL plaidml: No - Inference - VGG16 - OpenCL lczero: OpenCL plaidml: No - Inference - IMDB LSTM - OpenCL plaidml: No - Inference - VGG19 - OpenCL oneapi-level-zero: Peak Single-Precision Compute unigine-super: 1920 x 1200 - Fullscreen - Medium - OpenGL unigine-valley: 1920 x 1200 - Fullscreen - OpenGL unigine-super: 1920 x 1200 - Fullscreen - Low - OpenGL plaidml: No - Inference - Inception V3 - OpenCL etlegacy: Renderer2 - 1920 x 1200 oneapi-level-zero: Peak System Memory Copy to Shared Memory realsr-ncnn: 4x - No shoc: OpenCL - Texture Read Bandwidth xonotic: 1920 x 1200 - Ultimate cl-mem: Write xonotic: 1920 x 1200 - Low xonotic: 1920 x 1200 - Ultra plaidml: No - Inference - ResNet 50 - OpenCL ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU - squeezenet xonotic: 1920 x 1200 - High gputest: Furmark - 1920 x 1200 - Fullscreen gputest: GiMark - 1920 x 1200 - Fullscreen waifu2x-ncnn: 2x - 3 - Yes gputest: Pixmark Piano - 1920 x 1200 - Fullscreen gputest: TessMark - 1920 x 1200 - Fullscreen gputest: Pixmark Volplosion - 1920 x 1200 - Fullscreen oneapi-level-zero: Peak Half-Precision Compute mandelgpu: GPU cl-mem: Read cl-mem: Copy plaidml: No - Inference - Mobilenet - OpenCL shoc: OpenCL - Max SP Flops oneapi-level-zero: Peak Float16 Global Memory Bandwidth shoc: OpenCL - MD5 Hash tesseract: 1920 x 1200 financebench: Monte-Carlo OpenCL oneapi-level-zero: Host-To-Device-To-Host Image Copy juliagpu: GPU clpeak: Transfer Bandwidth enqueueWriteBuffer clpeak: Single-Precision Float clpeak: Global Memory Bandwidth oneapi-level-zero: Device-To-Host Bandwidth oneapi-level-zero: Device-To-Host Bandwidth oneapi-level-zero: Host-To-Device Bandwidth oneapi-level-zero: Host-To-Device Bandwidth waifu2x-ncnn: 2x - 3 - No clpeak: Kernel Latency shoc: OpenCL - Triad shoc: OpenCL - FFT SP viennacl: OpenCL LU Factorization shoc: OpenCL - Bus Speed Readback oneapi-level-zero: Peak Kernel Launch Latency shoc: OpenCL - Bus Speed Download financebench: Black-Scholes OpenCL Gen9 - i7-8565U Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 1.84 1614.843 138.516 10.3701 5.81 8.18 389 7.84 6.42 418.862 5.8 11.4067 12.2 15.90 72.1 10.7883 202.601 54.2625 71.6067804 24.0 183.6211229 93.2094800 34.52 62.81 51.46 25.77 23.89 152.79 23.72 1.81 16.52 8.36 6.75 9.19 8.27 25.74 28.27 111.6753218 672 1314 75.252 149 2840 390 751.623 10702352.5 22.7 21.6 116.08 1681.19 24.5276 0.3691 65.22251 2584.710449 4.83779 47930812.6 31.64 438.06 26.73 19941.19 13.462183 19750.47 13.592119 10.288 34.12 10.9236 38.9719 24.6746 23.9319 31.4224 23.3048 25.826923 3.31 1120.001 153.147 16.1363 11.30 19.93 579 20.10 16.03 920.207 9.0 17.7436 17.0 34.82 86.4 13.8085 143.988 174.162 99.2365089 34.4 209.1609960 123.2383929 75.57 38.95 35.91 16.63 17.12 96.32 18.62 1.81 16.72 7.65 5.71 8.65 7.53 22.36 24.65 144.1207832 1062 1724 53.103 288 3602 761 1352.09 23689428.6 41.3 35.9 242.83 5322.99 34.7522 0.6778 109.4669 579.523733 10.5736 85184313.2 39.48 1038.54 45.94 12232.80 21.943939 12241.37 21.928612 7.062 36.89 14.0210 140.162 48.9117 41.7406 28.9568 40.1640 6.343 5.14 538.065 439.002 28.6453 22.44 22.18 1535 30.52 17.49 1219.52 16.4 30.6054 29.6 46.37 122.3 15.0859 68.311 189.757 121.9041377 47.9 307.6345501 155.3708840 87.29 15.26 15.49 9.47 7.18 38.44 10.51 0.98 11.05 5.14 3.05 5.47 4.62 9.74 11.51 183.8028138 1782 2017 27.216 584 5080 1595 3036.68 44609194.6 57.1 48.0 299.60 7820.56 56.9391 1.6775 140.3486 433.370858 21.6345 132508055.1 52.15 1774.81 57.02 10057.48 26.690187 10048.50 26.714162 4.095 29.53 21.3040 156.162 73.8162 60.4048 22.3130 58.4143 4.179 OpenBenchmarking.org
PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 1.1565 2.313 3.4695 4.626 5.7825 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 3.31 5.14 1.84
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 300 600 900 1200 1500 SE +/- 3.12, N = 3 SE +/- 1.30, N = 3 SE +/- 2.33, N = 3 1120.00 538.07 1614.84
oneAPI Level Zero Tests Test: Peak Integer Compute OpenBenchmarking.org GFLOPS, More Is Better oneAPI Level Zero Tests Test: Peak Integer Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 100 200 300 400 500 SE +/- 2.13, N = 3 SE +/- 1.34, N = 3 SE +/- 1.20, N = 12 153.15 439.00 138.52 1. (CXX) g++ options: -ldl -pthread
Unigine Heaven Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL OpenBenchmarking.org Frames Per Second, More Is Better Unigine Heaven 4.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.24, N = 9 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 16.14 28.65 10.37
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 11.30 22.44 5.81
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 5 10 15 20 25 SE +/- 0.34, N = 12 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 19.93 22.18 8.18
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 300 600 900 1200 1500 SE +/- 8.08, N = 3 SE +/- 7.84, N = 3 SE +/- 5.24, N = 3 579 1535 389 1. (CXX) g++ options: -flto -pthread
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.11, N = 3 SE +/- 0.40, N = 3 SE +/- 0.02, N = 3 20.10 30.52 7.84
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 SE +/- 0.20, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 16.03 17.49 6.42
oneAPI Level Zero Tests Test: Peak Single-Precision Compute OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Peak Single-Precision Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 300 600 900 1200 1500 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 1.60, N = 3 920.21 1219.52 418.86 1. (CXX) g++ options: -ldl -pthread
Unigine Superposition Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL OpenBenchmarking.org Frames Per Second, More Is Better Unigine Superposition 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 9.0 16.4 5.8 MAX: 10.8 MAX: 21.3 MAX: 7.5
Unigine Valley Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL OpenBenchmarking.org Frames Per Second, More Is Better Unigine Valley 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 17.74 30.61 11.41
Unigine Superposition Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL OpenBenchmarking.org Frames Per Second, More Is Better Unigine Superposition 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.03, N = 3 17.0 29.6 12.2 MAX: 23.3 MAX: 40.6 MAX: 15.2
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 11 22 33 44 55 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 34.82 46.37 15.90
ET: Legacy Renderer: Renderer2 - Resolution: 1920 x 1200 OpenBenchmarking.org Frames Per Second, More Is Better ET: Legacy 2.75 Renderer: Renderer2 - Resolution: 1920 x 1200 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 1.84, N = 15 SE +/- 1.11, N = 10 SE +/- 0.06, N = 3 86.4 122.3 72.1
oneAPI Level Zero Tests Test: Peak System Memory Copy to Shared Memory OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Peak System Memory Copy to Shared Memory Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 9 13.81 15.09 10.79 1. (CXX) g++ options: -ldl -pthread
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 40 80 120 160 200 SE +/- 0.34, N = 3 SE +/- 0.44, N = 3 SE +/- 0.57, N = 3 143.99 68.31 202.60
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 40 80 120 160 200 SE +/- 1.66, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 174.16 189.76 54.26 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
Xonotic Resolution: 1920 x 1200 - Effects Quality: Ultimate OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Ultimate Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 1.54, N = 3 SE +/- 1.05, N = 3 SE +/- 0.44, N = 3 99.24 121.90 71.61 MIN: 30 / MAX: 197 MIN: 37 / MAX: 232 MIN: 26 / MAX: 115
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 11 22 33 44 55 SE +/- 0.44, N = 15 SE +/- 0.22, N = 3 SE +/- 0.32, N = 4 34.4 47.9 24.0 1. (CC) gcc options: -O2 -flto -lOpenCL
Xonotic Resolution: 1920 x 1200 - Effects Quality: Low OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Low Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 70 140 210 280 350 SE +/- 2.16, N = 8 SE +/- 3.15, N = 8 SE +/- 0.13, N = 3 209.16 307.63 183.62 MIN: 123 / MAX: 473 MIN: 184 / MAX: 693 MIN: 122 / MAX: 299
Xonotic Resolution: 1920 x 1200 - Effects Quality: Ultra OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Ultra Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 1.82, N = 3 SE +/- 1.36, N = 3 SE +/- 0.52, N = 3 123.24 155.37 93.21 MIN: 71 / MAX: 245 MIN: 79 / MAX: 269 MIN: 52 / MAX: 133
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 SE +/- 1.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.36, N = 3 75.57 87.29 34.52
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 14 28 42 56 70 SE +/- 0.17, N = 3 SE +/- 0.02, N = 3 SE +/- 0.27, N = 3 38.95 15.26 62.81 MIN: 32.02 / MAX: 43.37 MIN: 14.84 / MAX: 15.7 MIN: 48.56 / MAX: 92.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 12 24 36 48 60 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 35.91 15.49 51.46 MIN: 35.46 / MAX: 36.57 MIN: 15.23 / MAX: 15.68 MIN: 50.23 / MAX: 52.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 16.63 9.47 25.77 MIN: 15.99 / MAX: 17.2 MIN: 8.7 / MAX: 9.75 MIN: 25.1 / MAX: 26.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 17.12 7.18 23.89 MIN: 16.86 / MAX: 17.76 MIN: 6.79 / MAX: 7.65 MIN: 23.4 / MAX: 24.3 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 96.32 38.44 152.79 MIN: 92.64 / MAX: 97.57 MIN: 38.09 / MAX: 38.78 MIN: 151.88 / MAX: 153.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 18.62 10.51 23.72 MIN: 18.42 / MAX: 19.34 MIN: 10.37 / MAX: 11.21 MIN: 22.59 / MAX: 27.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.4073 0.8146 1.2219 1.6292 2.0365 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 1.81 0.98 1.81 MIN: 1.58 / MAX: 4.55 MIN: 0.88 / MAX: 1.17 MIN: 1.66 / MAX: 3.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 16.72 11.05 16.52 MIN: 16.57 / MAX: 17.26 MIN: 10.93 / MAX: 11.86 MIN: 15.6 / MAX: 17.19 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 SE +/- 0.05, N = 3 SE +/- 0.29, N = 3 SE +/- 0.02, N = 3 7.65 5.14 8.36 MIN: 7.11 / MAX: 8.41 MIN: 4.27 / MAX: 6.74 MIN: 8.28 / MAX: 9.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 5.71 3.05 6.75 MIN: 5.41 / MAX: 10.95 MIN: 2.89 / MAX: 3.33 MIN: 6.07 / MAX: 7.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 8.65 5.47 9.19 MIN: 8.33 / MAX: 9.56 MIN: 5.23 / MAX: 6.31 MIN: 8.92 / MAX: 9.7 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 7.53 4.62 8.27 MIN: 7.07 / MAX: 8.39 MIN: 4 / MAX: 5.44 MIN: 7.97 / MAX: 8.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.20, N = 3 SE +/- 0.07, N = 3 SE +/- 0.39, N = 3 22.36 9.74 25.74 MIN: 19.29 / MAX: 35.76 MIN: 9.4 / MAX: 29.44 MIN: 24.44 / MAX: 35.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.32, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 24.65 11.51 28.27 MIN: 21.12 / MAX: 29.29 MIN: 11.25 / MAX: 13.33 MIN: 27.92 / MAX: 40.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Xonotic Resolution: 1920 x 1200 - Effects Quality: High OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: High Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 40 80 120 160 200 SE +/- 2.36, N = 3 SE +/- 2.55, N = 3 SE +/- 0.86, N = 3 144.12 183.80 111.68 MIN: 94 / MAX: 283 MIN: 106 / MAX: 306 MIN: 78 / MAX: 154
GpuTest Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points, More Is Better GpuTest 0.7.0 Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 400 800 1200 1600 2000 SE +/- 15.32, N = 3 SE +/- 23.44, N = 4 SE +/- 8.41, N = 3 1062 1782 672
GpuTest Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points, More Is Better GpuTest 0.7.0 Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 400 800 1200 1600 2000 SE +/- 9.94, N = 3 SE +/- 1.53, N = 3 SE +/- 6.33, N = 3 1724 2017 1314
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 SE +/- 0.64, N = 6 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 53.10 27.22 75.25
GpuTest Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points, More Is Better GpuTest 0.7.0 Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 130 260 390 520 650 SE +/- 1.67, N = 3 SE +/- 6.51, N = 3 288 584 149
GpuTest Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points, More Is Better GpuTest 0.7.0 Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 1100 2200 3300 4400 5500 SE +/- 27.39, N = 3 SE +/- 25.03, N = 3 SE +/- 25.17, N = 3 3602 5080 2840
GpuTest Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points, More Is Better GpuTest 0.7.0 Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 300 600 900 1200 1500 SE +/- 5.03, N = 3 SE +/- 14.67, N = 3 761 1595 390
oneAPI Level Zero Tests Test: Peak Half-Precision Compute OpenBenchmarking.org GFLOPS, More Is Better oneAPI Level Zero Tests Test: Peak Half-Precision Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 700 1400 2100 2800 3500 SE +/- 19.85, N = 3 SE +/- 1.09, N = 3 SE +/- 0.53, N = 3 1352.09 3036.68 751.62 1. (CXX) g++ options: -ldl -pthread
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 10M 20M 30M 40M 50M SE +/- 231636.76, N = 3 SE +/- 304086.94, N = 3 SE +/- 1337.29, N = 3 23689428.6 44609194.6 10702352.5 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 13 26 39 52 65 SE +/- 0.17, N = 3 SE +/- 0.75, N = 3 SE +/- 0.23, N = 3 41.3 57.1 22.7 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 11 22 33 44 55 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.24, N = 3 35.9 48.0 21.6 1. (CC) gcc options: -O2 -flto -lOpenCL
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 70 140 210 280 350 SE +/- 3.34, N = 3 SE +/- 0.92, N = 3 SE +/- 0.03, N = 3 242.83 299.60 116.08
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2K 4K 6K 8K 10K SE +/- 4.39, N = 3 SE +/- 0.11, N = 3 SE +/- 0.77, N = 3 5322.99 7820.56 1681.19 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
oneAPI Level Zero Tests Test: Peak Float16 Global Memory Bandwidth OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Peak Float16 Global Memory Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 13 26 39 52 65 SE +/- 0.01, N = 3 SE +/- 0.16, N = 3 SE +/- 0.30, N = 3 34.75 56.94 24.53 1. (CXX) g++ options: -ldl -pthread
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.3774 0.7548 1.1322 1.5096 1.887 SE +/- 0.0004, N = 3 SE +/- 0.0003, N = 5 SE +/- 0.0000, N = 3 0.6778 1.6775 0.3691 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
Tesseract Resolution: 1920 x 1200 OpenBenchmarking.org Frames Per Second, More Is Better Tesseract 2014-05-12 Resolution: 1920 x 1200 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 1.48, N = 3 SE +/- 0.87, N = 3 SE +/- 0.46, N = 3 109.47 140.35 65.22
FinanceBench Benchmark: Monte-Carlo OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 600 1200 1800 2400 3000 SE +/- 11.47, N = 15 SE +/- 1.46, N = 7 SE +/- 55.58, N = 15 579.52 433.37 2584.71 1. (CXX) g++ options: -O3 -lOpenCL
oneAPI Level Zero Tests Test: Host-To-Device-To-Host Image Copy OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Host-To-Device-To-Host Image Copy Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 5 10 15 20 25 SE +/- 0.13517, N = 5 SE +/- 0.08874, N = 5 SE +/- 0.01750, N = 3 10.57360 21.63450 4.83779 1. (CXX) g++ options: -ldl -pthread
JuliaGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better JuliaGPU 1.2pts1 OpenCL Device: GPU Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30M 60M 90M 120M 150M SE +/- 1031557.09, N = 6 SE +/- 1753385.91, N = 4 SE +/- 3375.98, N = 3 85184313.2 132508055.1 47930812.6 1. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 12 24 36 48 60 SE +/- 0.65, N = 15 SE +/- 0.21, N = 6 SE +/- 0.01, N = 5 39.48 52.15 31.64 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 400 800 1200 1600 2000 SE +/- 0.62, N = 3 SE +/- 0.10, N = 4 SE +/- 0.06, N = 4 1038.54 1774.81 438.06 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 13 26 39 52 65 SE +/- 0.02, N = 4 SE +/- 0.02, N = 4 SE +/- 0.09, N = 3 45.94 57.02 26.73 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
oneAPI Level Zero Tests Test: Device-To-Host Bandwidth OpenBenchmarking.org usec, Fewer Is Better oneAPI Level Zero Tests Test: Device-To-Host Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4K 8K 12K 16K 20K SE +/- 7.46, N = 4 SE +/- 7.70, N = 5 SE +/- 110.24, N = 3 12232.80 10057.48 19941.19 1. (CXX) g++ options: -ldl -pthread
oneAPI Level Zero Tests Test: Device-To-Host Bandwidth OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Device-To-Host Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.01, N = 4 SE +/- 0.02, N = 5 SE +/- 0.07, N = 3 21.94 26.69 13.46 1. (CXX) g++ options: -ldl -pthread
oneAPI Level Zero Tests Test: Host-To-Device Bandwidth OpenBenchmarking.org usec, Fewer Is Better oneAPI Level Zero Tests Test: Host-To-Device Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4K 8K 12K 16K 20K SE +/- 11.31, N = 4 SE +/- 12.59, N = 5 SE +/- 105.37, N = 3 12241.37 10048.50 19750.47 1. (CXX) g++ options: -ldl -pthread
oneAPI Level Zero Tests Test: Host-To-Device Bandwidth OpenBenchmarking.org GB/s, More Is Better oneAPI Level Zero Tests Test: Host-To-Device Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.02, N = 4 SE +/- 0.03, N = 5 SE +/- 0.07, N = 3 21.93 26.71 13.59 1. (CXX) g++ options: -ldl -pthread
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 3 6 9 12 15 SE +/- 0.025, N = 6 SE +/- 0.013, N = 8 SE +/- 0.026, N = 5 7.062 4.095 10.288
clpeak OpenCL Test: Kernel Latency OpenBenchmarking.org us, Fewer Is Better clpeak OpenCL Test: Kernel Latency Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 8 16 24 32 40 SE +/- 0.08, N = 9 SE +/- 0.05, N = 9 SE +/- 0.28, N = 8 36.89 29.53 34.12 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Triad Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 5 10 15 20 25 SE +/- 0.27, N = 15 SE +/- 0.12, N = 11 SE +/- 0.19, N = 15 14.02 21.30 10.92 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 SE +/- 0.23, N = 11 SE +/- 0.34, N = 12 SE +/- 0.05, N = 7 140.16 156.16 38.97 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 16 32 48 64 80 SE +/- 0.20, N = 10 SE +/- 0.09, N = 11 SE +/- 0.03, N = 9 48.91 73.82 24.67 1. (CXX) g++ options: -rdynamic -lOpenCL
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Readback Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 14 28 42 56 70 SE +/- 0.42, N = 15 SE +/- 0.18, N = 12 SE +/- 0.57, N = 15 41.74 60.40 23.93 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
oneAPI Level Zero Tests Test: Peak Kernel Launch Latency OpenBenchmarking.org us, Fewer Is Better oneAPI Level Zero Tests Test: Peak Kernel Launch Latency Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 SE +/- 0.83, N = 15 SE +/- 0.55, N = 15 SE +/- 0.15, N = 12 28.96 22.31 31.42 1. (CXX) g++ options: -ldl -pthread
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Download Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 13 26 39 52 65 SE +/- 0.11, N = 13 SE +/- 0.44, N = 15 SE +/- 0.52, N = 15 40.16 58.41 23.30 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 SE +/- 0.051661, N = 15 SE +/- 0.005073, N = 14 SE +/- 0.046004, N = 13 6.343000 4.179000 25.826923 1. (CXX) g++ options: -O3 -lOpenCL
CPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 12 24 36 48 60 Min: 0.95 / Avg: 20.57 / Max: 63.06 Min: 0.31 / Avg: 26.76 / Max: 63.03
Waifu2x-NCNN Vulkan CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 17.3 22.6 Gen12 Xe - i7-1165G7 1.6 19.8 23.3 Gen9 - i7-8565U 1.0 24.8 27.0 OpenBenchmarking.org Watts, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 CPU Power Consumption Monitor 8 16 24 32 40
Waifu2x-NCNN Vulkan CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.7 14.9 22.6 Gen12 Xe - i7-1165G7 1.1 12.7 22.7 Gen9 - i7-8565U 0.8 18.5 27.0 OpenBenchmarking.org Watts, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 CPU Power Consumption Monitor 8 16 24 32 40
GpuTest CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.8 40.9 Gen12 Xe - i7-1165G7 1.2 21.2 47.8 Gen9 - i7-8565U 0.9 24.3 58.9 OpenBenchmarking.org Watts, Fewer Is Better GpuTest 0.7.0 CPU Power Consumption Monitor 16 32 48 64 80
GpuTest Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points Per Watt, More Is Better GpuTest 0.7.0 Test: Pixmark Volplosion - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 45.24 75.39 16.06
GpuTest CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.8 41.2 Gen12 Xe - i7-1165G7 1.3 21.3 49.3 Gen9 - i7-8565U 0.9 24.8 58.7 OpenBenchmarking.org Watts, Fewer Is Better GpuTest 0.7.0 CPU Power Consumption Monitor 16 32 48 64 80
GpuTest Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points Per Watt, More Is Better GpuTest 0.7.0 Test: Pixmark Piano - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 6 12 18 24 30 17.13 27.39 6.01
GpuTest CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.8 43.8 Gen12 Xe - i7-1165G7 1.5 20.9 46.8 Gen9 - i7-8565U 0.9 28.3 63.0 OpenBenchmarking.org Watts, Fewer Is Better GpuTest 0.7.0 CPU Power Consumption Monitor 20 40 60 80 100
GpuTest Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points Per Watt, More Is Better GpuTest 0.7.0 Test: TessMark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 50 100 150 200 250 214.06 242.99 100.32
GpuTest CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.8 46.5 Gen12 Xe - i7-1165G7 1.6 22.0 63.1 Gen9 - i7-8565U 1.0 26.6 40.3 OpenBenchmarking.org Watts, Fewer Is Better GpuTest 0.7.0 CPU Power Consumption Monitor 20 40 60 80 100
GpuTest Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points Per Watt, More Is Better GpuTest 0.7.0 Test: Furmark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 63.19 81.15 25.26
GpuTest CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.7 16.5 34.4 Gen12 Xe - i7-1165G7 1.4 18.2 52.2 Gen9 - i7-8565U 0.8 27.8 62.0 OpenBenchmarking.org Watts, Fewer Is Better GpuTest 0.7.0 CPU Power Consumption Monitor 20 40 60 80 100
GpuTest Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen OpenBenchmarking.org Points Per Watt, More Is Better GpuTest 0.7.0 Test: GiMark - Resolution: 1920 x 1200 - Mode: Fullscreen Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 104.65 111.04 47.23
Xonotic CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.3 32.4 Gen12 Xe - i7-1165G7 2.0 21.9 38.9 Gen9 - i7-8565U 1.2 27.0 30.5 OpenBenchmarking.org Watts, Fewer Is Better Xonotic 0.8.2 CPU Power Consumption Monitor 11 22 33 44 55
Xonotic Resolution: 1920 x 1200 - Effects Quality: Ultimate OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Ultimate Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 6.10 5.56 2.65
Xonotic CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.7 16.4 31.2 Gen12 Xe - i7-1165G7 1.5 22.0 38.7 Gen9 - i7-8565U 0.9 27.1 30.9 OpenBenchmarking.org Watts, Fewer Is Better Xonotic 0.8.2 CPU Power Consumption Monitor 11 22 33 44 55
Xonotic Resolution: 1920 x 1200 - Effects Quality: Ultra OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Ultra Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 7.51 7.06 3.44
Xonotic CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.8 16.4 29.9 Gen12 Xe - i7-1165G7 2.2 22.2 37.0 Gen9 - i7-8565U 1.0 26.2 30.3 OpenBenchmarking.org Watts, Fewer Is Better Xonotic 0.8.2 CPU Power Consumption Monitor 11 22 33 44 55
Xonotic Resolution: 1920 x 1200 - Effects Quality: High OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: High Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 8.81 8.28 4.25
Xonotic CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.6 16.2 24.7 Gen12 Xe - i7-1165G7 1.8 21.8 37.2 Gen9 - i7-8565U 1.0 21.9 26.0 OpenBenchmarking.org Watts, Fewer Is Better Xonotic 0.8.2 CPU Power Consumption Monitor 11 22 33 44 55
Xonotic Resolution: 1920 x 1200 - Effects Quality: Low OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Xonotic 0.8.2 Resolution: 1920 x 1200 - Effects Quality: Low Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 12.89 14.14 8.37
Unigine Valley CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.9 15.7 29.9 Gen12 Xe - i7-1165G7 1.8 21.9 36.2 Gen9 - i7-8565U 1.0 26.7 36.6 OpenBenchmarking.org Watts, Fewer Is Better Unigine Valley 1.0 CPU Power Consumption Monitor 10 20 30 40 50
Unigine Valley Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Unigine Valley 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.315 0.63 0.945 1.26 1.575 1.13 1.40 0.43
Unigine Superposition CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 2.9 18.0 35.3 Gen12 Xe - i7-1165G7 2.4 22.0 40.4 Gen9 - i7-8565U 1.1 25.7 34.7 OpenBenchmarking.org Watts, Fewer Is Better Unigine Superposition 1.0 CPU Power Consumption Monitor 11 22 33 44 55
Unigine Superposition Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Unigine Superposition 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.1665 0.333 0.4995 0.666 0.8325 0.50 0.74 0.23
Unigine Superposition CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 2.3 19.0 34.8 Gen12 Xe - i7-1165G7 1.7 22.1 38.8 Gen9 - i7-8565U 1.1 25.6 31.3 OpenBenchmarking.org Watts, Fewer Is Better Unigine Superposition 1.0 CPU Power Consumption Monitor 11 22 33 44 55
Unigine Superposition Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Unigine Superposition 1.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.3015 0.603 0.9045 1.206 1.5075 0.89 1.34 0.48
Unigine Heaven CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Unigine Heaven 4.0 CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 8 16 24 32 40 Min: 1.52 / Avg: 20 / Max: 35.87 Min: 1.48 / Avg: 21.94 / Max: 33.86 Min: 0.83 / Avg: 27.13 / Max: 30.66
Unigine Heaven Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Unigine Heaven 4.0 Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2948 0.5896 0.8844 1.1792 1.474 0.81 1.31 0.38
Tesseract CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 3.3 21.9 26.0 Gen12 Xe - i7-1165G7 2.1 22.3 35.1 Gen9 - i7-8565U 0.8 25.0 28.9 OpenBenchmarking.org Watts, Fewer Is Better Tesseract 2014-05-12 CPU Power Consumption Monitor 10 20 30 40 50
Tesseract Resolution: 1920 x 1200 OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Tesseract 2014-05-12 Resolution: 1920 x 1200 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 5.00 6.28 2.61
ET: Legacy CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.7 16.0 30.9 Gen12 Xe - i7-1165G7 1.5 21.9 33.4 Gen9 - i7-8565U 1.0 21.1 25.6 OpenBenchmarking.org Watts, Fewer Is Better ET: Legacy 2.75 CPU Power Consumption Monitor 10 20 30 40 50
ET: Legacy Renderer: Renderer2 - Resolution: 1920 x 1200 OpenBenchmarking.org Frames Per Second Per Watt, More Is Better ET: Legacy 2.75 Renderer: Renderer2 - Resolution: 1920 x 1200 Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 1.2578 2.5156 3.7734 5.0312 6.289 5.40 5.59 3.41
clpeak CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.5 11.4 18.0 Gen12 Xe - i7-1165G7 1.3 15.2 26.0 Gen9 - i7-8565U 0.7 12.2 21.7 OpenBenchmarking.org Watts, Fewer Is Better clpeak CPU Power Consumption Monitor 8 16 24 32 40
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.7763 1.5526 2.3289 3.1052 3.8815 3.45 3.44 2.60
clpeak CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.3 16.9 30.6 Gen12 Xe - i7-1165G7 1.5 22.4 37.3 Gen9 - i7-8565U 0.8 29.1 39.1 OpenBenchmarking.org Watts, Fewer Is Better clpeak CPU Power Consumption Monitor 11 22 33 44 55
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.6098 1.2196 1.8294 2.4392 3.049 2.71 2.54 0.92
clpeak CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.4 17.6 28.3 Gen12 Xe - i7-1165G7 1.5 21.9 31.2 Gen9 - i7-8565U 0.6 21.6 35.5 OpenBenchmarking.org Watts, Fewer Is Better clpeak CPU Power Consumption Monitor 10 20 30 40 50
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 20 40 60 80 100 58.93 80.98 20.31
clpeak CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.3 10.0 22.5 Gen12 Xe - i7-1165G7 1.4 13.3 28.1 Gen9 - i7-8565U 0.7 13.4 34.7 OpenBenchmarking.org Watts, Fewer Is Better clpeak CPU Power Consumption Monitor 10 20 30 40 50
MandelGPU CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.7 15.3 29.6 Gen12 Xe - i7-1165G7 1.6 22.6 34.3 Gen9 - i7-8565U 1.0 22.8 25.1 OpenBenchmarking.org Watts, Fewer Is Better MandelGPU 1.3pts1 CPU Power Consumption Monitor 10 20 30 40 50
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 400K 800K 1200K 1600K 2000K 1544709.17 1974932.07 468417.21
JuliaGPU CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 15.1 30.0 Gen12 Xe - i7-1165G7 1.5 22.3 34.7 Gen9 - i7-8565U 1.0 35.7 41.4 OpenBenchmarking.org Watts, Fewer Is Better JuliaGPU 1.2pts1 CPU Power Consumption Monitor 11 22 33 44 55
JuliaGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec Per Watt, More Is Better JuliaGPU 1.2pts1 OpenCL Device: GPU Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 1.3M 2.6M 3.9M 5.2M 6.5M 5650341.30 5935645.80 1343812.70
PlaidML CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 10 20 30 40 50 Min: 0.83 / Avg: 14.99 / Max: 25.15 Min: 1.61 / Avg: 21.71 / Max: 33.33 Min: 0.68 / Avg: 28.72 / Max: 48.17
PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.054 0.108 0.162 0.216 0.27 0.22 0.24 0.06
PlaidML CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.1 25.7 Gen12 Xe - i7-1165G7 1.9 21.7 33.4 Gen9 - i7-8565U 0.7 29.6 46.6 OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor 14 28 42 56 70
PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.5198 1.0396 1.5594 2.0792 2.599 2.31 2.14 0.54
PlaidML CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 9 18 27 36 45 Min: 0.97 / Avg: 15.07 / Max: 24.04 Min: 1.46 / Avg: 21.9 / Max: 33.76 Min: 0.7 / Avg: 26.32 / Max: 42.97
PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2295 0.459 0.6885 0.918 1.1475 0.75 1.02 0.22
PlaidML CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.8 28.3 Gen12 Xe - i7-1165G7 1.5 21.6 44.6 Gen9 - i7-8565U 0.6 31.5 50.1 OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor 14 28 42 56 70
PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 1.0778 2.1556 3.2334 4.3112 5.389 4.79 4.04 1.10
PlaidML CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 16.1 27.0 Gen12 Xe - i7-1165G7 1.7 22.0 42.9 Gen9 - i7-8565U 0.7 32.0 47.5 OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor 14 28 42 56 70
PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 15.04 13.59 3.63
PlaidML CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 16.2 27.9 Gen12 Xe - i7-1165G7 1.7 21.8 42.4 Gen9 - i7-8565U 0.9 32.2 51.2 OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor 15 30 45 60 75
PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.315 0.63 0.945 1.26 1.575 1.24 1.40 0.24
PlaidML CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 16.4 45.3 Gen12 Xe - i7-1165G7 1.8 20.4 44.6 Gen9 - i7-8565U 0.7 31.2 49.6 OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor 14 28 42 56 70
PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2205 0.441 0.6615 0.882 1.1025 0.98 0.86 0.21
PlaidML CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better PlaidML CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 11 22 33 44 55 Min: 0.88 / Avg: 16.51 / Max: 45.35 Min: 1.52 / Avg: 20.77 / Max: 53.25 Min: 0.79 / Avg: 31.94 / Max: 49.75
PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2723 0.5446 0.8169 1.0892 1.3615 1.21 1.07 0.26
NCNN CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 15.5 24.0 Gen12 Xe - i7-1165G7 1.1 17.7 26.2 Gen9 - i7-8565U 0.8 20.4 35.3 OpenBenchmarking.org Watts, Fewer Is Better NCNN 20200916 CPU Power Consumption Monitor 10 20 30 40 50
LeelaChessZero CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 15.3 27.3 Gen12 Xe - i7-1165G7 1.8 21.9 35.2 Gen9 - i7-8565U 0.7 27.7 38.7 OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 CPU Power Consumption Monitor 11 22 33 44 55
LeelaChessZero Backend: OpenCL OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: OpenCL Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 16 32 48 64 80 37.81 70.05 14.05
cl-mem CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.6 14.9 31.6 Gen12 Xe - i7-1165G7 1.5 23.0 38.2 Gen9 - i7-8565U 0.7 19.9 22.9 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 CPU Power Consumption Monitor 11 22 33 44 55
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.5198 1.0396 1.5594 2.0792 2.599 2.31 2.08 1.21
cl-mem CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.3 31.4 Gen12 Xe - i7-1165G7 1.8 23.3 38.0 Gen9 - i7-8565U 0.7 19.8 23.0 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 CPU Power Consumption Monitor 11 22 33 44 55
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.6075 1.215 1.8225 2.43 3.0375 2.70 2.45 1.15
cl-mem CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 18.4 31.0 Gen12 Xe - i7-1165G7 1.3 23.8 38.0 Gen9 - i7-8565U 0.8 19.8 22.7 OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 CPU Power Consumption Monitor 11 22 33 44 55
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.4545 0.909 1.3635 1.818 2.2725 1.95 2.02 1.09
ViennaCL CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 8.3 22.0 Gen12 Xe - i7-1165G7 1.3 11.1 31.7 Gen9 - i7-8565U 0.7 13.3 33.6 OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 CPU Power Consumption Monitor 10 20 30 40 50
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS Per Watt, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 5.86 6.64 1.86
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 16.8 30.9 Gen12 Xe - i7-1165G7 1.1 22.7 39.9 Gen9 - i7-8565U 0.7 21.0 39.7 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 11 22 33 44 55
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 3 6 9 12 15 10.35 8.35 2.59
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 6.1 23.7 Gen12 Xe - i7-1165G7 1.2 8.2 26.7 Gen9 - i7-8565U 0.7 8.9 34.7 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 10 20 30 40 50
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Readback Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 6.82 7.39 2.69
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 5.9 23.7 Gen12 Xe - i7-1165G7 1.0 8.3 26.9 Gen9 - i7-8565U 0.3 8.8 35.3 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 10 20 30 40 50
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Download Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 2 4 6 8 10 6.84 7.04 2.65
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 20.1 32.3 Gen12 Xe - i7-1165G7 1.7 22.8 37.3 Gen9 - i7-8565U 0.4 23.1 33.5 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 11 22 33 44 55
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 70 140 210 280 350 265.36 343.74 72.86
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 25.1 28.4 Gen12 Xe - i7-1165G7 1.0 23.8 42.3 Gen9 - i7-8565U 0.9 21.9 24.7 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 12 24 36 48 60
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.0158 0.0316 0.0474 0.0632 0.079 0.03 0.07 0.02
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 7.9 29.6 Gen12 Xe - i7-1165G7 1.3 8.8 28.8 Gen9 - i7-8565U 0.7 17.6 39.6 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 11 22 33 44 55
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 4 8 12 16 20 17.77 17.81 2.21
SHOC Scalable HeterOgeneous Computing CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 8.3 20.9 Gen12 Xe - i7-1165G7 1.0 11.1 31.8 Gen9 - i7-8565U 0.6 11.9 31.2 OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 CPU Power Consumption Monitor 9 18 27 36 45
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Triad Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.432 0.864 1.296 1.728 2.16 1.68 1.92 0.92
FinanceBench CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 3.8 13.9 Gen12 Xe - i7-1165G7 1.0 5.1 16.9 Gen9 - i7-8565U 0.7 5.0 20.7 OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 CPU Power Consumption Monitor 6 12 18 24 30
FinanceBench CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 0.9 12.9 31.9 Gen12 Xe - i7-1165G7 1.3 15.9 32.7 Gen9 - i7-8565U 0.7 14.8 22.7 OpenBenchmarking.org Watts, Fewer Is Better FinanceBench 2016-06-06 CPU Power Consumption Monitor 10 20 30 40 50
RealSR-NCNN CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 7 14 21 28 35 Min: 0.99 / Avg: 15.84 / Max: 22.6 Min: 1.45 / Avg: 22.26 / Max: 26.61 Min: 0.82 / Avg: 25.69 / Max: 29.43
RealSR-NCNN CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.5 22.7 Gen12 Xe - i7-1165G7 1.5 22.1 26.6 Gen9 - i7-8565U 0.7 25.7 30.7 OpenBenchmarking.org Watts, Fewer Is Better RealSR-NCNN 20200818 CPU Power Consumption Monitor 9 18 27 36 45
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.4 33.9 Gen12 Xe - i7-1165G7 1.5 22.4 36.6 Gen9 - i7-8565U 0.8 30.2 40.4 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 11 22 33 44 55
oneAPI Level Zero Tests Test: Peak System Memory Copy to Shared Memory OpenBenchmarking.org GB/s Per Watt, More Is Better oneAPI Level Zero Tests Test: Peak System Memory Copy to Shared Memory Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2025 0.405 0.6075 0.81 1.0125 0.90 0.67 0.36
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.2 15.5 31.1 Gen12 Xe - i7-1165G7 1.9 22.9 36.7 Gen9 - i7-8565U 0.8 29.0 39.5 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 11 22 33 44 55
oneAPI Level Zero Tests Test: Peak Float16 Global Memory Bandwidth OpenBenchmarking.org GB/s Per Watt, More Is Better oneAPI Level Zero Tests Test: Peak Float16 Global Memory Bandwidth Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.5603 1.1206 1.6809 2.2412 2.8015 2.24 2.49 0.85
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 15.5 39.6 Gen12 Xe - i7-1165G7 1.6 23.1 46.0 Gen9 - i7-8565U 0.7 33.6 44.3 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 12 24 36 48 60
oneAPI Level Zero Tests Test: Host-To-Device-To-Host Image Copy OpenBenchmarking.org GB/s Per Watt, More Is Better oneAPI Level Zero Tests Test: Host-To-Device-To-Host Image Copy Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 0.2115 0.423 0.6345 0.846 1.0575 0.68 0.94 0.14
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.1 15.5 28.4 Gen12 Xe - i7-1165G7 1.4 22.2 31.9 Gen9 - i7-8565U 0.8 30.1 37.3 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 11 22 33 44 55
oneAPI Level Zero Tests Test: Peak Single-Precision Compute OpenBenchmarking.org GB/s Per Watt, More Is Better oneAPI Level Zero Tests Test: Peak Single-Precision Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 13 26 39 52 65 59.52 54.99 13.93
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 18.3 27.5 Gen12 Xe - i7-1165G7 2.0 22.4 30.4 Gen9 - i7-8565U 0.8 31.1 35.7 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 10 20 30 40 50
oneAPI Level Zero Tests Test: Peak Half-Precision Compute OpenBenchmarking.org GFLOPS Per Watt, More Is Better oneAPI Level Zero Tests Test: Peak Half-Precision Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 30 60 90 120 150 73.98 135.36 24.17
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max Gen11 - i7-1065G7 1.0 6.6 22.9 Gen12 Xe - i7-1165G7 1.3 8.5 28.9 Gen9 - i7-8565U 0.5 8.3 33.4 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 10 20 30 40 50
oneAPI Level Zero Tests CPU Power Consumption Monitor Min Avg Max 11th Gen - i7-1165G7 1.1 16.1 30.7 12th Gen Xe - i7-1165G7 1.7 23.0 35.2 Gen11 - i7-1065G7 1.0 15.7 30.7 Gen12 Xe - i7-1165G7 2.0 22.7 35.7 Gen9 - i7-8565U 0.7 31.0 38.1 OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor 11 22 33 44 55
oneAPI Level Zero Tests CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better oneAPI Level Zero Tests CPU Power Consumption Monitor Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 10 20 30 40 50 Min: 0.97 / Avg: 16.75 / Max: 30.88 Min: 1.91 / Avg: 21.95 / Max: 48.89 Min: 0.77 / Avg: 32.12 / Max: 45.09
oneAPI Level Zero Tests Test: Peak Integer Compute OpenBenchmarking.org GFLOPS Per Watt, More Is Better oneAPI Level Zero Tests Test: Peak Integer Compute Gen11 - i7-1065G7 Gen12 Xe - i7-1165G7 Gen9 - i7-8565U 5 10 15 20 25 9.15 20.00 4.31
Phoronix Test Suite v10.8.4