scikit learn zen 4 3d v-cache

AMD Ryzen 9 7950X3D 16-Core testing with a ASRock X670E PG Lightning (1.24.AS02 BIOS) and Gigabyte AMD Radeon RX 6600 8GB on Ubuntu 23.04 via the Phoronix Test Suite.

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  Test
  Duration
AMD Ryzen 9 7950X3D 16-Core - Gigabyte AMD Radeon RX
May 10 2023
  10 Hours, 38 Minutes
b
May 10 2023
  11 Hours, 16 Minutes
c
May 11 2023
  10 Hours, 57 Minutes
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  10 Hours, 57 Minutes

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scikit learn zen 4 3d v-cache AMD Ryzen 9 7950X3D 16-Core testing with a ASRock X670E PG Lightning (1.24.AS02 BIOS) and Gigabyte AMD Radeon RX 6600 8GB on Ubuntu 23.04 via the Phoronix Test Suite. ,,"AMD Ryzen 9 7950X3D 16-Core - Gigabyte AMD Radeon RX","b","c" Processor,,AMD Ryzen 9 7950X3D 16-Core @ 4.20GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X3D 16-Core @ 4.20GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X3D 16-Core @ 4.20GHz (16 Cores / 32 Threads) Motherboard,,ASRock X670E PG Lightning (1.24.AS02 BIOS),ASRock X670E PG Lightning (1.24.AS02 BIOS),ASRock X670E PG Lightning (1.24.AS02 BIOS) Chipset,,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8 Memory,,32GB,32GB,32GB Disk,,2000GB Corsair MP700,2000GB Corsair MP700,2000GB Corsair MP700 Graphics,,Gigabyte AMD Radeon RX 6600 8GB (2750/875MHz),Gigabyte AMD Radeon RX 6600 8GB (2750/875MHz),Gigabyte AMD Radeon RX 6600 8GB (2750/875MHz) Audio,,AMD Navi 21/23,AMD Navi 21/23,AMD Navi 21/23 Monitor,,ASUS VP28U,ASUS VP28U,ASUS VP28U Network,,Realtek RTL8125 2.5GbE,Realtek RTL8125 2.5GbE,Realtek RTL8125 2.5GbE OS,,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04 Kernel,,6.2.0-20-generic (x86_64),6.2.0-20-generic (x86_64),6.2.0-20-generic (x86_64) Desktop,,GNOME Shell 44.0,GNOME Shell 44.0,GNOME Shell 44.0 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49),4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49),4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49) Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160 ,,"AMD Ryzen 9 7950X3D 16-Core - Gigabyte AMD Radeon RX","b","c" "Scikit-Learn - Benchmark: GLM (sec)",LIB,174.629,173.321,174.194 "Scikit-Learn - Benchmark: SAGA (sec)",LIB,603.628,603.393,591.387 "Scikit-Learn - Benchmark: Tree (sec)",LIB,35.175,35.590,36.109 "Scikit-Learn - Benchmark: Lasso (sec)",LIB,323.277,323.257,323.791 "Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,, "Scikit-Learn - Benchmark: Sparsify (sec)",LIB,97.725,98.522,97.808 "Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,37.483,37.018,37.332 "Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,44.937,44.989,44.181 "Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,108.729,109.159,107.313 "Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,84.293,83.467,84.785 "Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,212.487,200.960,210.313 "Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,144.351,143.786,144.775 "Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,174.863,172.958,175.050 "Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,120.320,118.890,120.213 "Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,38.342,38.662,38.194 "Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,123.834,122.410,124.279 "Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,49.501,49.678,49.553 "Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,81.584,79.931,82.409 "Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,27.079,27.073,27.205 "Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,146.424,145.809,145.578 "Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,1074.169,1072.385,1069.988 "Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,39.338,42.007,41.256 "Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,88.677,87.996,87.780 "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,77.670,77.067,78.451 "Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,275.947,278.955,276.941 "Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,83.482,83.518,84.620 "Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,3133.622,3272.184,3297.134 "Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,56.914,57.100,56.828 "Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,45.155,44.672,45.350 "Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,32.338,33.326,32.885 "Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,29.073,29.317,29.170 "Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,98.124,98.876,93.539 "Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,,, "Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,16.008,16.131,16.098 "Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,100.038,98.803,100.377 "Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,243.243,237.608,254.659 "Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,427.682,434.999,428.577