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: Sample Without Replacement (sec)",LIB,119.672,122.696,120.901
"Scikit-Learn - Benchmark: Tree (sec)",LIB,40.724,41.491,41.617
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,169.270,170.439,172.701
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,138.946,138.218,140.708
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,15.724,15.716,15.935
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,92.236,93.010,93.366
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,59.282,59.969,59.800
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,58.809,58.185,58.557
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,193.448,193.399,195.460
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,760.377,767.671,762.752
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,236.977,235.418,237.618
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,378.753,376.287,375.258
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,196.189,194.416,194.465
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,180.443,179.059,180.307
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,34.627,34.864,34.772
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,67.847,67.709,67.468
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,134.561,133.854,134.335
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,149.925,150.684,150.152
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,135.597,136.273,136.193
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,42.017,42.225,42.095
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,71.041,71.041,70.758
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,54.355,54.557,54.368
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,732.860,733.048,735.468
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,101.875,101.663,102.002
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,430.672,430.417,431.810
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,104.786,104.643,104.965
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,59.868,59.985,59.969
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,183.486,183.553,183.756
"Scikit-Learn - Benchmark: GLM (sec)",LIB,406.904,407.075,406.724
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,114.745,114.767,114.830
"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: Isotonic / Logistic (sec)",LIB,,,
"Scikit-Learn - Benchmark: Plot Fast KMeans (sec)",LIB,,,
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,,,
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,,,
"Scikit-Learn - Benchmark: Glmnet (sec)",LIB,,,