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","b","c"
Processor,,AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads),AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads),AMD Ryzen 9 5900HX @ 3.30GHz (8 Cores / 16 Threads)
Motherboard,,ASUS G513QY v1.0 (G513QY.318 BIOS),ASUS G513QY v1.0 (G513QY.318 BIOS),ASUS G513QY v1.0 (G513QY.318 BIOS)
Chipset,,AMD Renoir/Cezanne,AMD Renoir/Cezanne,AMD Renoir/Cezanne
Memory,,16GB,16GB,16GB
Disk,,512GB SAMSUNG MZVLQ512HBLU-00B00,512GB SAMSUNG MZVLQ512HBLU-00B00,512GB SAMSUNG MZVLQ512HBLU-00B00
Graphics,,ASUS AMD Cezanne 512MB (2500/1000MHz),ASUS AMD Cezanne 512MB (2500/1000MHz),ASUS AMD Cezanne 512MB (2500/1000MHz)
Audio,,AMD Navi 21/23,AMD Navi 21/23,AMD Navi 21/23
Monitor,,LQ156M1JW25,LQ156M1JW25,LQ156M1JW25
Network,,Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI,Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI,Realtek RTL8111/8168/8411 + MEDIATEK MT7921 802.11ax PCI
OS,,Ubuntu 22.10,Ubuntu 22.10,Ubuntu 22.10
Kernel,,5.19.0-41-generic (x86_64),5.19.0-41-generic (x86_64),5.19.0-41-generic (x86_64)
Desktop,,GNOME Shell 43.0,GNOME Shell 43.0,GNOME Shell 43.0
Display Server,,X Server 1.21.1.4 + Wayland,X Server 1.21.1.4 + Wayland,X Server 1.21.1.4 + Wayland
OpenGL,,4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47),4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47),4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47)
Vulkan,,1.3.224,1.3.224,1.3.224
Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0
File-System,,ext4,ext4,ext4
Screen Resolution,,1920x1080,1920x1080,1920x1080
,,"a","b","c"
"Scikit-Learn - Benchmark: GLM (sec)",LIB,406.904,407.075,406.724
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,732.860,733.048,735.468
"Scikit-Learn - Benchmark: Tree (sec)",LIB,40.724,41.491,41.617
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,430.672,430.417,431.810
"Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,,
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,114.745,114.767,114.830
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,54.355,54.557,54.368
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,59.282,59.969,59.800
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,138.946,138.218,140.708
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,101.875,101.663,102.002
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,196.189,194.416,194.465
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,,,
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,58.809,58.185,58.557
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,180.443,179.059,180.307
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,104.786,104.643,104.965
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,134.561,133.854,134.335
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,59.868,59.985,59.969
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,236.977,235.418,237.618
"Scikit-Learn - Benchmark: Isotonic / Logistic (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,34.627,34.864,34.772
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,92.236,93.010,93.366
"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,119.672,122.696,120.901
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,378.753,376.287,375.258
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,71.041,71.041,70.758
"Scikit-Learn - Benchmark: Isotonic / Perturbed Logarithm (sec)",LIB,,,
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,183.486,183.553,183.756
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,135.597,136.273,136.193
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,67.847,67.709,67.468
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,42.017,42.225,42.095
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,149.925,150.684,150.152
"Scikit-Learn - Benchmark: Plot Non-Negative Matrix Factorization (sec)",LIB,,,
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,15.724,15.716,15.935
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,193.448,193.399,195.460
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,169.270,170.439,172.701
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,760.377,767.671,762.752