AMD Ryzen 9 5900HX testing with a ASUS G513QY v1.0 (G513QY.318 BIOS) and ASUS AMD Cezanne 512MB on Ubuntu 22.10 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 2305113-NE-5900HXSCI86
5900hx scikit learn
AMD Ryzen 9 5900HX testing with a ASUS G513QY v1.0 (G513QY.318 BIOS) and ASUS AMD Cezanne 512MB on Ubuntu 22.10 via the Phoronix Test Suite.
a:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Ubuntu 22.10, Kernel: 5.19.0-41-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080
b:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Ubuntu 22.10, Kernel: 5.19.0-41-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080
c:
Processor: AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads), Motherboard: ASUS G513QY v1.0 (G513QY.318 BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB SAMSUNG MZVLQ512HBLU-00B00, Graphics: ASUS AMD Cezanne 512MB (2500/1000MHz), Audio: AMD Navi 21/23, Monitor: LQ156M1JW25, Network: Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS: Ubuntu 22.10, Kernel: 5.19.0-41-generic (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4 + Wayland, OpenGL: 4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080
Scikit-Learn 1.2.2
Benchmark: GLM
Seconds < Lower Is Better
a . 406.90 |===================================================================
b . 407.08 |===================================================================
c . 406.72 |===================================================================
Scikit-Learn 1.2.2
Benchmark: SAGA
Seconds < Lower Is Better
a . 732.86 |===================================================================
b . 733.05 |===================================================================
c . 735.47 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Tree
Seconds < Lower Is Better
a . 40.72 |===================================================================
b . 41.49 |====================================================================
c . 41.62 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Lasso
Seconds < Lower Is Better
a . 430.67 |===================================================================
b . 430.42 |===================================================================
c . 431.81 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Glmnet
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Sparsify
Seconds < Lower Is Better
a . 114.75 |===================================================================
b . 114.77 |===================================================================
c . 114.83 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Ward
Seconds < Lower Is Better
a . 54.36 |====================================================================
b . 54.56 |====================================================================
c . 54.37 |====================================================================
Scikit-Learn 1.2.2
Benchmark: MNIST Dataset
Seconds < Lower Is Better
a . 59.28 |===================================================================
b . 59.97 |====================================================================
c . 59.80 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Neighbors
Seconds < Lower Is Better
a . 138.95 |==================================================================
b . 138.22 |==================================================================
c . 140.71 |===================================================================
Scikit-Learn 1.2.2
Benchmark: SGD Regression
Seconds < Lower Is Better
a . 101.88 |===================================================================
b . 101.66 |===================================================================
c . 102.00 |===================================================================
Scikit-Learn 1.2.2
Benchmark: SGDOneClassSVM
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Plot Lasso Path
Seconds < Lower Is Better
a . 196.19 |===================================================================
b . 194.42 |==================================================================
c . 194.47 |==================================================================
Scikit-Learn 1.2.2
Benchmark: Isolation Forest
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Plot Fast KMeans
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Text Vectorizers
Seconds < Lower Is Better
a . 58.81 |====================================================================
b . 58.19 |===================================================================
c . 58.56 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Hierarchical
Seconds < Lower Is Better
a . 180.44 |===================================================================
b . 179.06 |==================================================================
c . 180.31 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot OMP vs. LARS
Seconds < Lower Is Better
a . 104.79 |===================================================================
b . 104.64 |===================================================================
c . 104.97 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Feature Expansions
Seconds < Lower Is Better
a . 134.56 |===================================================================
b . 133.85 |===================================================================
c . 134.34 |===================================================================
Scikit-Learn 1.2.2
Benchmark: LocalOutlierFactor
Seconds < Lower Is Better
a . 59.87 |====================================================================
b . 59.99 |====================================================================
c . 59.97 |====================================================================
Scikit-Learn 1.2.2
Benchmark: TSNE MNIST Dataset
Seconds < Lower Is Better
a . 236.98 |===================================================================
b . 235.42 |==================================================================
c . 237.62 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Isotonic / Logistic
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Plot Incremental PCA
Seconds < Lower Is Better
a . 34.63 |====================================================================
b . 34.86 |====================================================================
c . 34.77 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting
Seconds < Lower Is Better
a . 92.24 |===================================================================
b . 93.01 |====================================================================
c . 93.37 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Parallel Pairwise
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Isotonic / Pathological
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: RCV1 Logreg Convergencet
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Sample Without Replacement
Seconds < Lower Is Better
a . 119.67 |=================================================================
b . 122.70 |===================================================================
c . 120.90 |==================================================================
Scikit-Learn 1.2.2
Benchmark: Covertype Dataset Benchmark
Seconds < Lower Is Better
a . 378.75 |===================================================================
b . 376.29 |===================================================================
c . 375.26 |==================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Adult
Seconds < Lower Is Better
a . 71.04 |====================================================================
b . 71.04 |====================================================================
c . 70.76 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Isotonic / Perturbed Logarithm
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Threading
Seconds < Lower Is Better
a . 183.49 |===================================================================
b . 183.55 |===================================================================
c . 183.76 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Singular Value Decomposition
Seconds < Lower Is Better
a . 135.60 |===================================================================
b . 136.27 |===================================================================
c . 136.19 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Higgs Boson
Seconds < Lower Is Better
a . 67.85 |====================================================================
b . 67.71 |====================================================================
c . 67.47 |====================================================================
Scikit-Learn 1.2.2
Benchmark: 20 Newsgroups / Logistic Regression
Seconds < Lower Is Better
a . 42.02 |====================================================================
b . 42.23 |====================================================================
c . 42.10 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Polynomial Kernel Approximation
Seconds < Lower Is Better
a . 149.93 |===================================================================
b . 150.68 |===================================================================
c . 150.15 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Non-Negative Matrix Factorization
Seconds < Lower Is Better
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Categorical Only
Seconds < Lower Is Better
a . 15.72 |===================================================================
b . 15.72 |===================================================================
c . 15.94 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Samples
Seconds < Lower Is Better
a . 193.45 |==================================================================
b . 193.40 |==================================================================
c . 195.46 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Components
Seconds < Lower Is Better
a . 169.27 |==================================================================
b . 170.44 |==================================================================
c . 172.70 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Sparse Random Projections / 100 Iterations
Seconds < Lower Is Better
a . 760.38 |==================================================================
b . 767.67 |===================================================================
c . 762.75 |===================================================================