mlpack xeon Intel Xeon E-2288G testing with a Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 19.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2002249-VE-MLPACKXEO42 .
mlpack xeon Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads) Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) Intel Cannon Lake PCH 2 x 32 GB DDR4-2667MT/s Samsung M378A4G43MB1-CTD Samsung SSD 970 EVO Plus 250GB NVIDIA Quadro RTX 4000 8GB Realtek ALC1150 VE228 Intel I219-LM + Intel I210 Ubuntu 19.10 5.3.0-40-generic (x86_64) GNOME Shell 3.34.1 X Server 1.20.5 modesetting 1.20.5 GCC 10.0.1 20200220 ext4 1920x1080 OpenBenchmarking.org - --disable-multilib --enable-checking=release --enable-languages=c,c++,fortran - 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 xeon mlpack: scikit_ica mlpack: scikit_qda mlpack: scikit_svm mlpack: scikit_linearridgeregression Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - 47.93 86.62 14.12 2.60 OpenBenchmarking.org
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - 11 22 33 44 55 SE +/- 0.58, N = 3 47.93
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - 20 40 60 80 100 SE +/- 0.49, N = 3 86.62
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - 4 8 12 16 20 SE +/- 0.02, N = 3 14.12
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression Intel Xeon E-2288G - NVIDIA Quadro RTX 4000 8GB - 0.585 1.17 1.755 2.34 2.925 SE +/- 0.04, N = 3 2.60
Phoronix Test Suite v10.8.4