scikit-ryzen-7-5700g-3 AMD Ryzen 7 5700G testing with a Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS) and Zotac NVIDIA GeForce RTX 3060 12GB on Fedora Linux 37 via the Phoronix Test Suite. AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: Processor: AMD Ryzen 7 5700G @ 4.67GHz (8 Cores / 16 Threads), Motherboard: Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 1024GB PCS M.2 NVME SSD 1TB + 1000GB Seagate ST1000DM010-2EP1, Graphics: Zotac NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA GA106 HD Audio, Monitor: LC27G5xT, Network: Intel I211 + Intel-AC 9260 OS: Fedora Linux 37, Kernel: 6.5.6-100.fc37.x86_64 (x86_64), Desktop: GNOME Shell 43.9, Display Server: X Server 1.20.14, Display Driver: NVIDIA 535.104.12, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.138, Compiler: GCC 12.3.1 20230508, File-System: btrfs, Screen Resolution: 2560x1440 Scikit-Learn 1.2.2 Benchmark: SGDOneClassSVM Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 2455.04 |================== Scikit-Learn 1.2.2 Benchmark: Isotonic / Pathological Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Hierarchical Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 172.27 |=================== Scikit-Learn 1.2.2 Benchmark: Isotonic / Logistic Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 81.99 |==================== Scikit-Learn 1.2.2 Benchmark: LocalOutlierFactor Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 63.83 |==================== Scikit-Learn 1.2.2 Benchmark: Tree Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 42.97 |==================== Scikit-Learn 1.2.2 Benchmark: SAGA Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Lasso Path Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 20.76 |==================== Scikit-Learn 1.2.2 Benchmark: Text Vectorizers Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 22.47 |==================== Scikit-Learn 1.2.2 Benchmark: TSNE MNIST Dataset Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 20.44 |==================== Scikit-Learn 1.2.2 Benchmark: Plot Parallel Pairwise Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 4.828 |==================== Scikit-Learn 1.2.2 Benchmark: Plot Incremental PCA Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 12.53 |==================== Scikit-Learn 1.2.2 Benchmark: Isolation Forest Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 12.41 |==================== Scikit-Learn 1.2.2 Benchmark: Plot Fast KMeans Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 12.61 |==================== Scikit-Learn 1.2.2 Benchmark: Sample Without Replacement Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 8.803 |==================== Scikit-Learn 1.2.2 Benchmark: Covertype Dataset Benchmark Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Sparsify Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 4.661 |==================== Scikit-Learn 1.2.2 Benchmark: SGD Regression Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 4.476 |==================== Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 4.428 |==================== Scikit-Learn 1.2.2 Benchmark: Lasso Seconds < Lower Is Better AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060 . 4.118 |==================== Scikit-Learn 1.2.2 Benchmark: Plot Neighbors Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: GLM Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Feature Expansions Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: RCV1 Logreg Convergencet Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Ward Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot OMP vs. LARS Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Glmnet Seconds < Lower Is Better