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
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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: GLM
Seconds < Lower Is Better
a . 373.31 |================================================================
b . 377.72 |=================================================================
c . 390.20 |===================================================================
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: Tree
Seconds < Lower Is Better
a . 38.64 |===============================================================
b . 41.47 |====================================================================
c . 38.69 |===============================================================
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: Sparsify
Seconds < Lower Is Better
a . 115.04 |==================================================================
b . 115.42 |==================================================================
c . 116.50 |===================================================================
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: MNIST Dataset
Seconds < Lower Is Better
a . 65.46 |====================================================================
b . 64.83 |===================================================================
c . 65.47 |====================================================================
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: SGD Regression
Seconds < Lower Is Better
a . 134.14 |===================================================================
b . 133.87 |===================================================================
c . 133.89 |===================================================================
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: Plot Lasso Path
Seconds < Lower Is Better
a . 312.57 |================================================================
b . 325.47 |===================================================================
c . 327.45 |===================================================================
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: Text Vectorizers
Seconds < Lower Is Better
a . 53.94 |==================================================================
b . 54.33 |===================================================================
c . 55.52 |====================================================================
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 OMP vs. LARS
Seconds < Lower Is Better
a . 79.59 |==================================================================
b . 80.16 |===================================================================
c . 81.96 |====================================================================
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: LocalOutlierFactor
Seconds < Lower Is Better
a . 131.85 |================================================================
b . 137.85 |===================================================================
c . 135.65 |==================================================================
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: 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
Seconds < Lower Is Better
a . 117.22 |==================================================================
b . 116.47 |=================================================================
c . 119.83 |===================================================================
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: 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: Hist Gradient Boosting Threading
Seconds < Lower Is Better
a . 167.97 |================================================================
b . 175.35 |===================================================================
c . 174.11 |===================================================================
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: Hist Gradient Boosting Higgs Boson
Seconds < Lower Is Better
a . 87.00 |===============================================================
b . 93.50 |====================================================================
c . 92.75 |===================================================================
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 Polynomial Kernel Approximation
Seconds < Lower Is Better
a . 195.78 |===================================================================
b . 192.97 |==================================================================
c . 195.62 |===================================================================
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: 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: 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: Sparse Random Projections / 100 Iterations
Seconds < Lower Is Better
a . 1082.64 |================================================================
b . 1112.69 |==================================================================
c . 1096.36 |=================================================================