Intel Core i7-1165G7 testing with a Dell 0GG9PT (3.13.1 BIOS) and Intel Xe TGL GT2 15GB on Ubuntu 23.04 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 2305110-NE-SCIKITTIG95
scikit tigerlake
Intel Core i7-1165G7 testing with a Dell 0GG9PT (3.13.1 BIOS) and Intel Xe TGL GT2 15GB on Ubuntu 23.04 via the Phoronix Test Suite.
a:
Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.13.1 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 15GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201
OS: Ubuntu 23.04, Kernel: 6.2.0-20-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.2, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200
b:
Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.13.1 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 15GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201
OS: Ubuntu 23.04, Kernel: 6.2.0-20-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.2, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200
c:
Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (3.13.1 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Kioxia KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe TGL GT2 15GB (1300MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201
OS: Ubuntu 23.04, Kernel: 6.2.0-20-generic (x86_64), Desktop: GNOME Shell 44.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.0.2, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1200
Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Components
Seconds < Lower Is Better
a . 364.42 |============================================================
b . 409.83 |===================================================================
c . 319.93 |====================================================
Scikit-Learn 1.2.2
Benchmark: Plot Incremental PCA
Seconds < Lower Is Better
a . 52.98 |===============================================================
b . 56.04 |===================================================================
c . 57.02 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Higgs Boson
Seconds < Lower Is Better
a . 87.00 |===============================================================
b . 93.50 |====================================================================
c . 92.75 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Tree
Seconds < Lower Is Better
a . 38.64 |===============================================================
b . 41.47 |====================================================================
c . 38.69 |===============================================================
Scikit-Learn 1.2.2
Benchmark: Plot Lasso Path
Seconds < Lower Is Better
a . 312.57 |================================================================
b . 325.47 |===================================================================
c . 327.45 |===================================================================
Scikit-Learn 1.2.2
Benchmark: LocalOutlierFactor
Seconds < Lower Is Better
a . 131.85 |================================================================
b . 137.85 |===================================================================
c . 135.65 |==================================================================
Scikit-Learn 1.2.2
Benchmark: GLM
Seconds < Lower Is Better
a . 373.31 |================================================================
b . 377.72 |=================================================================
c . 390.20 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Threading
Seconds < Lower Is Better
a . 167.97 |================================================================
b . 175.35 |===================================================================
c . 174.11 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Samples
Seconds < Lower Is Better
a . 200.40 |=================================================================
b . 207.85 |===================================================================
c . 205.44 |==================================================================
Scikit-Learn 1.2.2
Benchmark: 20 Newsgroups / Logistic Regression
Seconds < Lower Is Better
a . 55.63 |==================================================================
b . 57.25 |====================================================================
c . 57.60 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot OMP vs. LARS
Seconds < Lower Is Better
a . 79.59 |==================================================================
b . 80.16 |===================================================================
c . 81.96 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Text Vectorizers
Seconds < Lower Is Better
a . 53.94 |==================================================================
b . 54.33 |===================================================================
c . 55.52 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting
Seconds < Lower Is Better
a . 117.22 |==================================================================
b . 116.47 |=================================================================
c . 119.83 |===================================================================
Scikit-Learn 1.2.2
Benchmark: TSNE MNIST Dataset
Seconds < Lower Is Better
a . 482.47 |=================================================================
b . 496.26 |===================================================================
c . 493.25 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Sparse Random Projections / 100 Iterations
Seconds < Lower Is Better
a . 1082.64 |================================================================
b . 1112.69 |==================================================================
c . 1096.36 |=================================================================
Scikit-Learn 1.2.2
Benchmark: Sample Without Replacement
Seconds < Lower Is Better
a . 135.12 |===================================================================
b . 132.42 |==================================================================
c . 132.49 |==================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Hierarchical
Seconds < Lower Is Better
a . 224.03 |==================================================================
b . 222.69 |==================================================================
c . 226.80 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Neighbors
Seconds < Lower Is Better
a . 141.44 |==================================================================
b . 140.47 |==================================================================
c . 142.90 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Singular Value Decomposition
Seconds < Lower Is Better
a . 103.44 |==================================================================
b . 103.40 |==================================================================
c . 105.01 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Polynomial Kernel Approximation
Seconds < Lower Is Better
a . 195.78 |===================================================================
b . 192.97 |==================================================================
c . 195.62 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Isolation Forest
Seconds < Lower Is Better
a . 261.23 |==================================================================
b . 262.65 |==================================================================
c . 264.75 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Sparsify
Seconds < Lower Is Better
a . 115.04 |==================================================================
b . 115.42 |==================================================================
c . 116.50 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Covertype Dataset Benchmark
Seconds < Lower Is Better
a . 431.97 |==================================================================
b . 436.82 |===================================================================
c . 435.34 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Adult
Seconds < Lower Is Better
a . 74.76 |===================================================================
b . 74.53 |===================================================================
c . 75.35 |====================================================================
Scikit-Learn 1.2.2
Benchmark: SAGA
Seconds < Lower Is Better
a . 835.02 |==================================================================
b . 842.28 |===================================================================
c . 844.08 |===================================================================
Scikit-Learn 1.2.2
Benchmark: MNIST Dataset
Seconds < Lower Is Better
a . 65.46 |====================================================================
b . 64.83 |===================================================================
c . 65.47 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Lasso
Seconds < Lower Is Better
a . 462.35 |===================================================================
b . 460.54 |==================================================================
c . 464.68 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Feature Expansions
Seconds < Lower Is Better
a . 153.43 |===================================================================
b . 152.18 |==================================================================
c . 153.04 |===================================================================
Scikit-Learn 1.2.2
Benchmark: SGDOneClassSVM
Seconds < Lower Is Better
a . 277.54 |===================================================================
b . 278.73 |===================================================================
c . 276.73 |===================================================================
Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Categorical Only
Seconds < Lower Is Better
a . 17.61 |====================================================================
b . 17.58 |====================================================================
c . 17.55 |====================================================================
Scikit-Learn 1.2.2
Benchmark: Plot Ward
Seconds < Lower Is Better
a . 65.35 |====================================================================
b . 65.20 |====================================================================
c . 65.33 |====================================================================
Scikit-Learn 1.2.2
Benchmark: SGD Regression
Seconds < Lower Is Better
a . 134.14 |===================================================================
b . 133.87 |===================================================================
c . 133.89 |===================================================================