mlpack236pm 2 x AMD EPYC 9474F 48-Core testing with a Supermicro H13DSG-O-CPU v1.10 (1.4a BIOS) and ASPEED 45GB on Ubuntu 22.04 via the Phoronix Test Suite. FirstRun: Processor: 2 x AMD EPYC 9474F 48-Core @ 3.60GHz (96 Cores / 192 Threads), Motherboard: Supermicro H13DSG-O-CPU v1.10 (1.4a BIOS), Chipset: AMD Device 14a4, Memory: 24 x 64 GB DDR5-4800MT/s MTC40F2046S1RC48BA1, Disk: 120GB INTEL SSDSC2CW12 + 1920GB MR9560-8i + 2 x 480GB Micron_7450_MTFD, Graphics: ASPEED 45GB, Network: 2 x Intel X710 for 10GBASE-T + 4 x Mellanox MT2892 OS: Ubuntu 22.04, Kernel: 5.15.0-60-generic (x86_64), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 1024x768 Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better FirstRun . 36.56 |============================================================= Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better FirstRun . 23.36 |============================================================= Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better FirstRun . 18.68 |============================================================= Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better FirstRun . 0.85 |==============================================================