AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG CROSSHAIR X670E HERO (1101 BIOS) and AMD Radeon RX 7900 XTX 24GB on Ubuntu 22.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2305115-NE-SCIKITLEA14
scikit learn 5950X
AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG CROSSHAIR X670E HERO (1101 BIOS) and AMD Radeon RX 7900 XTX 24GB on Ubuntu 22.04 via the Phoronix Test Suite.
,,"a","b","c"
Processor,,AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads)
Motherboard,,ASUS ROG CROSSHAIR X670E HERO (1101 BIOS),ASUS ROG CROSSHAIR X670E HERO (1101 BIOS),ASUS ROG CROSSHAIR X670E HERO (1101 BIOS)
Chipset,,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8
Memory,,32GB,32GB,32GB
Disk,,2048GB SOLIDIGM SSDPFKKW020X7 + 2000GB,2048GB SOLIDIGM SSDPFKKW020X7 + 2000GB,2048GB SOLIDIGM SSDPFKKW020X7 + 2000GB
Graphics,,AMD Radeon RX 7900 XTX 24GB (2304/1249MHz),AMD Radeon RX 7900 XTX 24GB (2304/1249MHz),AMD Radeon RX 7900 XTX 24GB (2304/1249MHz)
Audio,,AMD Device ab30,AMD Device ab30,AMD Device ab30
Monitor,,ASUS MG28U,ASUS MG28U,ASUS MG28U
Network,,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411
OS,,Ubuntu 22.04,Ubuntu 22.04,Ubuntu 22.04
Kernel,,6.3.0-060300rc7daily20230417-generic (x86_64),6.3.0-060300rc7daily20230417-generic (x86_64),6.3.0-060300rc7daily20230417-generic (x86_64)
Desktop,,GNOME Shell 42.5,GNOME Shell 42.5,GNOME Shell 42.5
Display Server,,X Server 1.21.1.3 + Wayland,X Server 1.21.1.3 + Wayland,X Server 1.21.1.3 + Wayland
OpenGL,,4.6 Mesa 23.2.0-devel (git-f6fb189 2023-04-18 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.52),4.6 Mesa 23.2.0-devel (git-f6fb189 2023-04-18 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.52),4.6 Mesa 23.2.0-devel (git-f6fb189 2023-04-18 jammy-oibaf-ppa) (LLVM 15.0.7 DRM 3.52)
Vulkan,,1.3.246,1.3.246,1.3.246
Compiler,,GCC 11.3.0,GCC 11.3.0,GCC 11.3.0
File-System,,ext4,ext4,ext4
Screen Resolution,,3840x2160,3840x2160,3840x2160
,,"a","b","c"
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,52.051,33.088,33.414
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,309.792,208.539,208.917
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,79.631,58.841,59.164
"Scikit-Learn - Benchmark: GLM (sec)",LIB,167.138,142.180,141.992
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,238.929,204.919,208.572
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,112.273,123.748,125.345
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,31.812,32.731,32.450
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,168.473,171.268,173.116
"Scikit-Learn - Benchmark: Tree (sec)",LIB,34.484,35.373,34.747
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,24.632,24.589,25.179
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,103.854,102.510,104.838
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,79.061,79.481,80.573
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,65.386,66.505,65.368
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,84.066,84.648,83.208
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,141.755,142.709,144.040
"Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,123.579,125.401,124.308
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,33.772,33.815,34.178
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,39.491,39.506,39.920
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,42.813,42.453,42.834
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,381.423,378.067,379.121
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,15.829,15.937,15.807
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,88.836,89.008,89.488
"Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,1020.783,1015.238,1022.454
"Scikit-Learn - Benchmark: Sample Without Replacement (sec)",LIB,65.763,65.591,65.308
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,115.026,114.506,114.279
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,270.853,270.399,271.991
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,67.557,67.552,67.939
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,23.360,23.386,23.482
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,568.364,571.019,569.637
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,92.657,93.012,93.022
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,44.701,44.875,44.802
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,34.331,33.961,35.192
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,83.710,85.351,86.727
"Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,,,
"Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,,,
"Scikit-Learn - Benchmark: RCV1 Logreg Convergencet (sec)",LIB,,,
"Scikit-Learn - Benchmark: Isotonic / Pathological (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Parallel Pairwise (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,47.942,47.115,45.343
"Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,,