mnn lnl Intel Core Ultra 7 256V testing with a ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 (UX5406SA.300 BIOS) and ASUS Intel LNL 7GB on Ubuntu 24.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2411185-NE-MNNLNL17455&grs .
mnn lnl Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL OpenCL Compiler File-System Screen Resolution a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS Intel Core Ultra 7 256V @ 4.70GHz (8 Cores) ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 (UX5406SA.300 BIOS) Intel Device a87f 8 x 2GB LPDDR5-8533MT/s Samsung 1024GB Western Digital WD PC SN560 SDDPNQE-1T00-1102 ASUS Intel LNL 7GB Intel Lunar Lake-M HD Audio Intel Device a840 Ubuntu 24.10 6.12.0-rc3-phx-aipt (x86_64) GNOME Shell 47.0 X Server + Wayland 4.6 Mesa 24.3~git2410200600.4bc2d2~oibaf~o (git-4bc2d22 2024-10-20 oracular-oibaf-pp OpenCL 3.0 GCC 14.2.0 ext4 2880x1800 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - Platform Profile: balanced - CPU Microcode: 0x114 - Thermald 2.5.8 - ACPI Profile: balanced Security Details - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected
mnn lnl mnn: MobileNetV2_224 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: nasnet mnn: mobilenetV3 mnn: inception-v3 mnn: mobilenet-v1-1.0 mnn: squeezenetv1.1 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 3.507 25.240 5.685 10.759 1.560 38.955 4.621 2.620 3.468 24.940 5.672 10.724 1.562 38.792 4.317 2.581 3.517 25.158 5.704 10.753 1.565 38.936 4.325 2.601 3.508 25.167 5.706 10.786 1.567 38.924 4.334 2.603 OpenBenchmarking.org
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: MobileNetV2_224 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 0.7913 1.5826 2.3739 3.1652 3.9565 SE +/- 0.014, N = 3 SE +/- 0.015, N = 3 SE +/- 0.007, N = 3 SE +/- 0.021, N = 3 3.507 3.468 3.517 3.508 MIN: 3.34 / MAX: 10.8 MIN: 3.36 / MAX: 14.3 MIN: 3.36 / MAX: 20.97 MIN: 3.36 / MAX: 14.46 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: resnet-v2-50 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.36, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 25.24 24.94 25.16 25.17 MIN: 25.07 / MAX: 36.54 MIN: 18.83 / MAX: 49.39 MIN: 19.24 / MAX: 38.07 MIN: 19.15 / MAX: 36.73 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: SqueezeNetV1.0 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 1.2839 2.5678 3.8517 5.1356 6.4195 SE +/- 0.010, N = 3 SE +/- 0.021, N = 3 SE +/- 0.003, N = 3 SE +/- 0.008, N = 3 5.685 5.672 5.704 5.706 MIN: 5.48 / MAX: 16.29 MIN: 5.48 / MAX: 17.07 MIN: 5.5 / MAX: 17.01 MIN: 5.51 / MAX: 16.74 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: nasnet OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: nasnet a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 10.76 10.72 10.75 10.79 MIN: 10.62 / MAX: 23.83 MIN: 10.37 / MAX: 21.69 MIN: 10.63 / MAX: 21.86 MIN: 10.46 / MAX: 24.89 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: mobilenetV3 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 0.3526 0.7052 1.0578 1.4104 1.763 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 1.560 1.562 1.565 1.567 MIN: 1.53 / MAX: 4.61 MIN: 1.52 / MAX: 8.38 MIN: 1.54 / MAX: 11.09 MIN: 1.53 / MAX: 10.08 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: inception-v3 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 38.96 38.79 38.94 38.92 MIN: 38.44 / MAX: 70 MIN: 37.58 / MAX: 67.6 MIN: 38.44 / MAX: 50.38 MIN: 38.43 / MAX: 62.95 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: mobilenet-v1-1.0 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 1.0397 2.0794 3.1191 4.1588 5.1985 SE +/- 0.111, N = 3 SE +/- 0.377, N = 3 SE +/- 0.409, N = 3 SE +/- 0.398, N = 3 4.621 4.317 4.325 4.334 MIN: 3.44 / MAX: 15.43 MIN: 3.43 / MAX: 11.82 MIN: 3.41 / MAX: 13.9 MIN: 3.42 / MAX: 15.52 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: squeezenetv1.1 a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 0.5895 1.179 1.7685 2.358 2.9475 SE +/- 0.086, N = 3 SE +/- 0.100, N = 3 SE +/- 0.108, N = 3 SE +/- 0.113, N = 3 2.620 2.581 2.601 2.603 MIN: 2.33 / MAX: 13.74 MIN: 2.32 / MAX: 10.74 MIN: 2.34 / MAX: 10.3 MIN: 2.32 / MAX: 10.37 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
Phoronix Test Suite v10.8.5