mlpack kubuntu focus Intel Core i7-9750H testing with a Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS) and NVIDIA GeForce RTX 2060 6GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2002244-VE-MLPACKKUB28 .
mlpack kubuntu focus Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution Intel Core i7-9750H - NVIDIA GeForce RTX 2060 6GB - Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads) Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS) Intel Cannon Lake PCH 32GB 1000GB Samsung SSD 970 EVO Plus 1TB NVIDIA GeForce RTX 2060 6GB (960/7000MHz) Realtek ALC1220 Realtek RTL8111/8168/8411 + Intel-AC 9560 Ubuntu 20.04 5.4.0-12-generic (x86_64) GNOME Shell 3.34.3 X Server 1.20.7 NVIDIA 440.44 4.6.0 GCC 9.2.1 20200203 ext4 1920x1080 OpenBenchmarking.org - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-objc-gc=auto --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 3.7.6 - itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected
mlpack kubuntu focus mlpack: scikit_ica mlpack: scikit_svm mlpack: scikit_linearridgeregression Intel Core i7-9750H - NVIDIA GeForce RTX 2060 6GB - 143.12 17.92 30.59 OpenBenchmarking.org
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Intel Core i7-9750H - NVIDIA GeForce RTX 2060 6GB - 30 60 90 120 150 SE +/- 0.45, N = 3 143.12
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Intel Core i7-9750H - NVIDIA GeForce RTX 2060 6GB - 4 8 12 16 20 SE +/- 2.21, N = 15 17.92
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Intel Core i7-9750H - NVIDIA GeForce RTX 2060 6GB - 7 14 21 28 35 SE +/- 0.08, N = 3 30.59
Phoronix Test Suite v10.8.4