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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2411185-NE-MNNLNL17455
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November 18
  2 Hours
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November 18
  1 Hour, 58 Minutes
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  1 Hour, 59 Minutes
Intel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS
November 18
  1 Hour, 59 Minutes
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mnn lnlOpenBenchmarking.orgPhoronix Test SuiteIntel Core Ultra 7 256V @ 4.70GHz (8 Cores)ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 (UX5406SA.300 BIOS)Intel Device a87f8 x 2GB LPDDR5-8533MT/s Samsung1024GB Western Digital WD PC SN560 SDDPNQE-1T00-1102ASUS Intel LNL 7GBIntel Lunar Lake-M HD AudioIntel Device a840Ubuntu 24.106.12.0-rc3-phx-aipt (x86_64)GNOME Shell 47.0X Server + Wayland4.6 Mesa 24.3~git2410200600.4bc2d2~oibaf~o (git-4bc2d22 2024-10-20 oracular-oibaf-ppOpenCL 3.0GCC 14.2.0ext42880x1800ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionMnn Lnl BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - Platform Profile: balanced - CPU Microcode: 0x114 - Thermald 2.5.8 - ACPI Profile: balanced - 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

abcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSResult OverviewPhoronix Test Suite100%102%104%105%Mobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural Networkmobilenet-v1-1.0squeezenetv1.1MobileNetV2_224resnet-v2-50SqueezeNetV1.0nasnetmobilenetV3inception-v3

mnn lnlmnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: nasnetmnn: mobilenetV3mnn: inception-v3mnn: mobilenet-v1-1.0mnn: squeezenetv1.1abcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS3.50725.2405.68510.7591.56038.9554.6212.6203.46824.9405.67210.7241.56238.7924.3172.5813.51725.1585.70410.7531.56538.9364.3252.6013.50825.1675.70610.7861.56738.9244.3342.603OpenBenchmarking.org

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: MobileNetV2_224baIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSc0.79131.58262.37393.16523.9565SE +/- 0.015, N = 3SE +/- 0.014, N = 3SE +/- 0.021, N = 3SE +/- 0.007, N = 33.4683.5073.5083.517MIN: 3.36 / MAX: 14.3MIN: 3.34 / MAX: 10.8MIN: 3.36 / MAX: 14.46MIN: 3.36 / MAX: 20.971. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: resnet-v2-50bcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSa612182430SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 324.9425.1625.1725.24MIN: 18.83 / MAX: 49.39MIN: 19.24 / MAX: 38.07MIN: 19.15 / MAX: 36.73MIN: 25.07 / MAX: 36.541. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: SqueezeNetV1.0bacIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS1.28392.56783.85175.13566.4195SE +/- 0.021, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.008, N = 35.6725.6855.7045.706MIN: 5.48 / MAX: 17.07MIN: 5.48 / MAX: 16.29MIN: 5.5 / MAX: 17.01MIN: 5.51 / MAX: 16.741. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: nasnetbcaIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 310.7210.7510.7610.79MIN: 10.37 / MAX: 21.69MIN: 10.63 / MAX: 21.86MIN: 10.62 / MAX: 23.83MIN: 10.46 / MAX: 24.891. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: mobilenetV3abcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUS0.35260.70521.05781.41041.763SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 31.5601.5621.5651.567MIN: 1.53 / MAX: 4.61MIN: 1.52 / MAX: 8.38MIN: 1.54 / MAX: 11.09MIN: 1.53 / MAX: 10.081. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: inception-v3bIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSca918273645SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 338.7938.9238.9438.96MIN: 37.58 / MAX: 67.6MIN: 38.43 / MAX: 62.95MIN: 38.44 / MAX: 50.38MIN: 38.44 / MAX: 701. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: mobilenet-v1-1.0bcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSa1.03972.07943.11914.15885.1985SE +/- 0.377, N = 3SE +/- 0.409, N = 3SE +/- 0.398, N = 3SE +/- 0.111, N = 34.3174.3254.3344.621MIN: 3.43 / MAX: 11.82MIN: 3.41 / MAX: 13.9MIN: 3.42 / MAX: 15.52MIN: 3.44 / MAX: 15.431. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: squeezenetv1.1bcIntel Core Ultra 7 256V - ASUS Intel LNL 7GB - ASUSa0.58951.1791.76852.3582.9475SE +/- 0.100, N = 3SE +/- 0.108, N = 3SE +/- 0.113, N = 3SE +/- 0.086, N = 32.5812.6012.6032.620MIN: 2.32 / MAX: 10.74MIN: 2.34 / MAX: 10.3MIN: 2.32 / MAX: 10.37MIN: 2.33 / MAX: 13.741. (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

8 Results Shown

Mobile Neural Network:
  MobileNetV2_224
  resnet-v2-50
  SqueezeNetV1.0
  nasnet
  mobilenetV3
  inception-v3
  mobilenet-v1-1.0
  squeezenetv1.1