mlpack hp

Intel Xeon E-2286M testing with a HP 860C (R92 Ver. 01.03.04 BIOS) and NVIDIA Quadro RTX 5000 16GB on Ubuntu 19.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2002250-VE-MLPACKHP801.

mlpack hpProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionIntel Xeon E-2286M - NVIDIA Quadro RTX 5000 16GB - HPIntel Xeon E-2286M @ 5.00GHz (8 Cores / 16 Threads)HP 860C (R92 Ver. 01.03.04 BIOS)Intel Cannon Lake PCH32GB1024GB Western Digital PC SN720 SDAPNTW-1T00-1006NVIDIA Quadro RTX 5000 16GB (600/6000MHz)Realtek ALC285Intel I219-LM + Intel Device 2723Ubuntu 19.105.3.0-40-generic (x86_64)GNOME Shell 3.34.1X Server 1.20.5NVIDIA 435.214.6.01.1.109GCC 9.2.1 20191008ext43840x2160OpenBenchmarking.org- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,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 - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xca- Python 2.7.17 + Python 3.7.5- itlb_multihit: KVM: Mitigation of Split huge pages + 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 + tsx_async_abort: Mitigation of TSX disabled

mlpack hpmlpack: scikit_icamlpack: scikit_svmmlpack: scikit_linearridgeregressionIntel Xeon E-2286M - NVIDIA Quadro RTX 5000 16GB - HP131.4714.3428.27OpenBenchmarking.org

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaIntel Xeon E-2286M - NVIDIA Quadro RTX 5000 16GB - HP306090120150SE +/- 0.09, N = 3131.47

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmIntel Xeon E-2286M - NVIDIA Quadro RTX 5000 16GB - HP48121620SE +/- 0.02, N = 314.34

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionIntel Xeon E-2286M - NVIDIA Quadro RTX 5000 16GB - HP714212835SE +/- 0.02, N = 328.27

Phoronix Test Suite v10.8.4