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.

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
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Date
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  Test
  Duration
a
May 10 2023
  6 Hours, 55 Minutes
b
May 10 2023
  6 Hours, 16 Minutes
c
May 11 2023
  6 Hours, 24 Minutes
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  6 Hours, 32 Minutes

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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: GLM (sec)",LIB,167.138,142.180,141.992 "Scikit-Learn - Benchmark: SAGA (sec)",LIB,568.364,571.019,569.637 "Scikit-Learn - Benchmark: Tree (sec)",LIB,34.484,35.373,34.747 "Scikit-Learn - Benchmark: Lasso (sec)",LIB,309.792,208.539,208.917 "Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,, "Scikit-Learn - Benchmark: Sparsify (sec)",LIB,67.557,67.552,67.939 "Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,33.772,33.815,34.178 "Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,42.813,42.453,42.834 "Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,103.854,102.510,104.838 "Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,79.631,58.841,59.164 "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: Isolation Forest (sec)",LIB,168.473,171.268,173.116 "Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,123.579,125.401,124.308 "Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,39.491,39.506,39.920 "Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,115.026,114.506,114.279 "Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,52.051,33.088,33.414 "Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,79.061,79.481,80.573 "Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,23.360,23.386,23.482 "Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,141.755,142.709,144.040 "Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,1020.783,1015.238,1022.454 "Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,47.942,47.115,45.343 "Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,88.836,89.008,89.488 "Scikit-Learn - Benchmark: Plot Parallel Pairwise (sec)",LIB,,, "Scikit-Learn - Benchmark: Isotonic / Pathological (sec)",LIB,,, "Scikit-Learn - Benchmark: RCV1 Logreg Convergencet (sec)",LIB,,, "Scikit-Learn - Benchmark: Sample Without Replacement (sec)",LIB,65.763,65.591,65.308 "Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,270.853,270.399,271.991 "Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,84.066,84.648,83.208 "Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,,, "Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,65.386,66.505,65.368 "Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,44.701,44.875,44.802 "Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,31.812,32.731,32.450 "Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,24.632,24.589,25.179 "Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,92.657,93.012,93.022 "Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,,, "Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,15.829,15.937,15.807 "Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,83.710,85.351,86.727 "Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,34.331,33.961,35.192 "Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,381.423,378.067,379.121