scikit-learn-test-amd-ryzen AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG STRIX B550-I GAMING (3402 BIOS) and MSI NVIDIA GeForce GTX 1070 on Ubuntu 22.04 via the Phoronix Test Suite. AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce GTX: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX B550-I GAMING (3402 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 2000GB CT2000P3PSSD8 + 5001GB Portable, Graphics: MSI NVIDIA GeForce GTX 1070, Audio: NVIDIA GP104 HD Audio, Monitor: DELL P3421W, Network: Intel I225-V + Intel Wi-Fi 6 AX200 OS: Ubuntu 22.04, Kernel: 6.2.0-39-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 23.0.4-0ubuntu1~22.04.1, Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3440x1440 scikit-learn-test-amd-ryzen: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX B550-I GAMING (3402 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 2000GB CT2000P3PSSD8 + 5001GB Portable, Graphics: MSI NVIDIA GeForce GTX 1070, Audio: NVIDIA GP104 HD Audio, Monitor: DELL P3421W, Network: Intel I225-V + Intel Wi-Fi 6 AX200 OS: Ubuntu 22.04, Kernel: 6.2.0-39-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 23.0.4-0ubuntu1~22.04.1, Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3440x1440 Scikit-Learn 1.2.2 Benchmark: GLM Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 293.07 |========================================= Scikit-Learn 1.2.2 Benchmark: Glmnet Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Feature Expansions Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 125.26 |========================================= Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 135.15 |========================================= Scikit-Learn 1.2.2 Benchmark: Covertype Dataset Benchmark Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 339.81 |========================================= Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 121.67 |========================================= Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Threading Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 132.08 |========================================= Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Higgs Boson Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 41.59 |========================================== Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Categorical Only Seconds < Lower Is Better scikit-learn-test-amd-ryzen . 23.55 |==========================================