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.

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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
a
May 10 2023
  4 Hours, 11 Minutes
b
May 11 2023
  4 Hours, 7 Minutes
c
May 11 2023
  4 Hours, 4 Minutes
Invert Hiding All Results Option
  4 Hours, 7 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

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 |=================================================================