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&grr&sor .
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: inception-v3 mnn: mobilenet-v1-1.0 mnn: MobileNetV2_224 mnn: SqueezeNetV1.0 mnn: resnet-v2-50 mnn: squeezenetv1.1 mnn: mobilenetV3 mnn: nasnet a b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 38.955 4.621 3.507 5.685 25.240 2.620 1.560 10.759 38.792 4.317 3.468 5.672 24.940 2.581 1.562 10.724 38.936 4.325 3.517 5.704 25.158 2.601 1.565 10.753 38.924 4.334 3.508 5.706 25.167 2.603 1.567 10.786 OpenBenchmarking.org
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: inception-v3 b Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS c a 9 18 27 36 45 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 38.79 38.92 38.94 38.96 MIN: 37.58 / MAX: 67.6 MIN: 38.43 / MAX: 62.95 MIN: 38.44 / MAX: 50.38 MIN: 38.44 / MAX: 70 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 b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS a 1.0397 2.0794 3.1191 4.1588 5.1985 SE +/- 0.377, N = 3 SE +/- 0.409, N = 3 SE +/- 0.398, N = 3 SE +/- 0.111, N = 3 4.317 4.325 4.334 4.621 MIN: 3.43 / MAX: 11.82 MIN: 3.41 / MAX: 13.9 MIN: 3.42 / MAX: 15.52 MIN: 3.44 / MAX: 15.43 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: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: MobileNetV2_224 b a Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS c 0.7913 1.5826 2.3739 3.1652 3.9565 SE +/- 0.015, N = 3 SE +/- 0.014, N = 3 SE +/- 0.021, N = 3 SE +/- 0.007, N = 3 3.468 3.507 3.508 3.517 MIN: 3.36 / MAX: 14.3 MIN: 3.34 / MAX: 10.8 MIN: 3.36 / MAX: 14.46 MIN: 3.36 / MAX: 20.97 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 b a c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 1.2839 2.5678 3.8517 5.1356 6.4195 SE +/- 0.021, N = 3 SE +/- 0.010, N = 3 SE +/- 0.003, N = 3 SE +/- 0.008, N = 3 5.672 5.685 5.704 5.706 MIN: 5.48 / MAX: 17.07 MIN: 5.48 / MAX: 16.29 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: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: resnet-v2-50 b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS a 6 12 18 24 30 SE +/- 0.36, N = 3 SE +/- 0.12, N = 3 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 24.94 25.16 25.17 25.24 MIN: 18.83 / MAX: 49.39 MIN: 19.24 / MAX: 38.07 MIN: 19.15 / MAX: 36.73 MIN: 25.07 / MAX: 36.54 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 b c Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS a 0.5895 1.179 1.7685 2.358 2.9475 SE +/- 0.100, N = 3 SE +/- 0.108, N = 3 SE +/- 0.113, N = 3 SE +/- 0.086, N = 3 2.581 2.601 2.603 2.620 MIN: 2.32 / MAX: 10.74 MIN: 2.34 / MAX: 10.3 MIN: 2.32 / MAX: 10.37 MIN: 2.33 / MAX: 13.74 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: 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: nasnet OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 3.0 Model: nasnet b c a Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 10.72 10.75 10.76 10.79 MIN: 10.37 / MAX: 21.69 MIN: 10.63 / MAX: 21.86 MIN: 10.62 / MAX: 23.83 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
Phoronix Test Suite v10.8.5