mnn3

AMD Ryzen 7 9800X3D 8-Core testing with a ASRock X870E Taichi (3.09.AS03 BIOS) and AMD Radeon RX 7900 GRE 16GB on Ubuntu 24.04 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 2411188-PTS-MNN3956449
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a
November 18
  2 Hours, 20 Minutes
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November 18
  31 Minutes
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November 18
  2 Hours, 10 Minutes
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November 18
  2 Hours, 31 Minutes
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November 18
  2 Hours, 30 Minutes
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mnn3OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 9800X3D 8-Core @ 5.27GHz (8 Cores / 16 Threads)ASRock X870E Taichi (3.09.AS03 BIOS)AMD Device 14d82 x 16GB DDR5-6000MT/s F5-6000J2836G16G2000GB Corsair MP700 PROAMD Radeon RX 7900 GRE 16GBAMD Navi 31 HDMI/DPDELL U2723QERealtek Device 8126 + MEDIATEK Device 0717Ubuntu 24.046.10.0-phx (x86_64)GNOME Shell 46.0X Server + Wayland4.6 Mesa 24.2~git2406040600.8112d4~oibaf~n (git-8112d44 2024-06-04 noble-oibaf-ppa) (LLVM 17.0.6 DRM 3.57)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionMnn3 BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/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-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: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xb404023- 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; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

abcdeResult OverviewPhoronix Test Suite100%101%102%102%103%Mobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobile Neural NetworkMobileNetV2_224nasnetSqueezeNetV1.0mobilenetV3inception-v3squeezenetv1.1mobilenet-v1-1.0resnet-v2-50

mnn3mnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3mnn: nasnetabcde9.3171.0161.1141.3454.7150.8600.5784.3449.3231.0091.1281.3514.6800.8630.5734.3929.2741.0101.0931.3354.6930.8590.5674.3089.3751.0141.1291.3614.6900.8560.5784.3819.3091.0081.0971.3474.7060.8580.5744.387OpenBenchmarking.org

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 3.0Model: inception-v3abcde3691215SE +/- 0.067, N = 14SE +/- 0.108, N = 3SE +/- 0.056, N = 13SE +/- 0.055, N = 15SE +/- 0.046, N = 159.3179.3239.2749.3759.309MIN: 8.41 / MAX: 33.45MIN: 8.44 / MAX: 33.38MIN: 8.36 / MAX: 32.72MIN: 8.44 / MAX: 31.53MIN: 8.36 / MAX: 34.141. (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-v1-1.0abcde0.22860.45720.68580.91441.143SE +/- 0.004, N = 14SE +/- 0.005, N = 3SE +/- 0.004, N = 13SE +/- 0.006, N = 15SE +/- 0.002, N = 151.0161.0091.0101.0141.008MIN: 0.94 / MAX: 10.13MIN: 0.97 / MAX: 10.35MIN: 0.98 / MAX: 10.41MIN: 0.94 / MAX: 11.02MIN: 0.93 / MAX: 4.991. (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: MobileNetV2_224abcde0.2540.5080.7621.0161.27SE +/- 0.010, N = 14SE +/- 0.042, N = 3SE +/- 0.008, N = 13SE +/- 0.012, N = 15SE +/- 0.009, N = 151.1141.1281.0931.1291.097MIN: 1.04 / MAX: 9.2MIN: 1.03 / MAX: 4.41MIN: 1.03 / MAX: 9.4MIN: 1.03 / MAX: 10.28MIN: 1.02 / MAX: 4.831. (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: SqueezeNetV1.0abcde0.30620.61240.91861.22481.531SE +/- 0.008, N = 14SE +/- 0.038, N = 3SE +/- 0.013, N = 13SE +/- 0.017, N = 15SE +/- 0.013, N = 151.3451.3511.3351.3611.347MIN: 1.29 / MAX: 9.52MIN: 1.28 / MAX: 2.34MIN: 1.27 / MAX: 10.66MIN: 1.27 / MAX: 10.96MIN: 1.27 / MAX: 10.911. (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-v2-50abcde1.06092.12183.18274.24365.3045SE +/- 0.015, N = 14SE +/- 0.036, N = 3SE +/- 0.009, N = 13SE +/- 0.010, N = 15SE +/- 0.015, N = 154.7154.6804.6934.6904.706MIN: 4.47 / MAX: 35.34MIN: 4.41 / MAX: 17.03MIN: 4.43 / MAX: 21.25MIN: 4.47 / MAX: 22.02MIN: 4.45 / MAX: 22.321. (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: squeezenetv1.1abcde0.19420.38840.58260.77680.971SE +/- 0.004, N = 14SE +/- 0.008, N = 3SE +/- 0.004, N = 13SE +/- 0.003, N = 15SE +/- 0.005, N = 150.8600.8630.8590.8560.858MIN: 0.83 / MAX: 9.88MIN: 0.82 / MAX: 4.87MIN: 0.83 / MAX: 4.89MIN: 0.82 / MAX: 8.33MIN: 0.82 / MAX: 10.431. (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: mobilenetV3abcde0.13010.26020.39030.52040.6505SE +/- 0.003, N = 14SE +/- 0.006, N = 3SE +/- 0.002, N = 13SE +/- 0.003, N = 15SE +/- 0.002, N = 150.5780.5730.5670.5780.574MIN: 0.55 / MAX: 12.01MIN: 0.56 / MAX: 1.29MIN: 0.54 / MAX: 4.68MIN: 0.55 / MAX: 13.79MIN: 0.55 / MAX: 9.531. (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: nasnetabcde0.98821.97642.96463.95284.941SE +/- 0.042, N = 14SE +/- 0.053, N = 3SE +/- 0.032, N = 13SE +/- 0.035, N = 15SE +/- 0.042, N = 154.3444.3924.3084.3814.387MIN: 4.09 / MAX: 18.96MIN: 4.09 / MAX: 21.15MIN: 4.07 / MAX: 16.75MIN: 4.06 / MAX: 14.14MIN: 4.02 / MAX: 21.041. (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:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  SqueezeNetV1.0
  resnet-v2-50
  squeezenetv1.1
  mobilenetV3
  nasnet