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","b","c"
Processor,,Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads)
Motherboard,,Dell 0GG9PT (3.13.1 BIOS),Dell 0GG9PT (3.13.1 BIOS),Dell 0GG9PT (3.13.1 BIOS)
Chipset,,Intel Tiger Lake-LP,Intel Tiger Lake-LP,Intel Tiger Lake-LP
Memory,,16GB,16GB,16GB
Disk,,Kioxia KBG40ZNS256G NVMe 256GB,Kioxia KBG40ZNS256G NVMe 256GB,Kioxia KBG40ZNS256G NVMe 256GB
Graphics,,Intel Xe TGL GT2 15GB (1300MHz),Intel Xe TGL GT2 15GB (1300MHz),Intel Xe TGL GT2 15GB (1300MHz)
Audio,,Realtek ALC289,Realtek ALC289,Realtek ALC289
Network,,Intel Wi-Fi 6 AX201,Intel Wi-Fi 6 AX201,Intel Wi-Fi 6 AX201
OS,,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04
Kernel,,6.2.0-20-generic (x86_64),6.2.0-20-generic (x86_64),6.2.0-20-generic (x86_64)
Desktop,,GNOME Shell 44.0,GNOME Shell 44.0,GNOME Shell 44.0
Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland
OpenGL,,4.6 Mesa 23.0.2,4.6 Mesa 23.0.2,4.6 Mesa 23.0.2
Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0
File-System,,ext4,ext4,ext4
Screen Resolution,,1920x1200,1920x1200,1920x1200
,,"a","b","c"
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Components (sec)",LIB,364.42,409.834,319.926
"Scikit-Learn - Benchmark: Plot Incremental PCA (sec)",LIB,52.977,56.042,57.015
"Scikit-Learn - Benchmark: Hist Gradient Boosting Higgs Boson (sec)",LIB,86.995,93.504,92.753
"Scikit-Learn - Benchmark: Tree (sec)",LIB,38.637,41.468,38.685
"Scikit-Learn - Benchmark: Plot Lasso Path (sec)",LIB,312.567,325.467,327.449
"Scikit-Learn - Benchmark: LocalOutlierFactor (sec)",LIB,131.851,137.85,135.65
"Scikit-Learn - Benchmark: GLM (sec)",LIB,373.312,377.721,390.197
"Scikit-Learn - Benchmark: Hist Gradient Boosting Threading (sec)",LIB,167.971,175.349,174.111
"Scikit-Learn - Benchmark: Kernel PCA Solvers / Time vs. N Samples (sec)",LIB,200.4,207.847,205.442
"Scikit-Learn - Benchmark: 20 Newsgroups / Logistic Regression (sec)",LIB,55.633,57.246,57.599
"Scikit-Learn - Benchmark: Plot OMP vs. LARS (sec)",LIB,79.594,80.161,81.96
"Scikit-Learn - Benchmark: Text Vectorizers (sec)",LIB,53.936,54.334,55.519
"Scikit-Learn - Benchmark: Hist Gradient Boosting (sec)",LIB,117.223,116.474,119.828
"Scikit-Learn - Benchmark: TSNE MNIST Dataset (sec)",LIB,482.472,496.257,493.252
"Scikit-Learn - Benchmark: Sparse Random Projections / 100 Iterations (sec)",LIB,1082.643,1112.692,1096.36
"Scikit-Learn - Benchmark: Sample Without Replacement (sec)",LIB,135.124,132.419,132.492
"Scikit-Learn - Benchmark: Plot Hierarchical (sec)",LIB,224.029,222.687,226.803
"Scikit-Learn - Benchmark: Plot Neighbors (sec)",LIB,141.435,140.47,142.9
"Scikit-Learn - Benchmark: Plot Singular Value Decomposition (sec)",LIB,103.442,103.398,105.008
"Scikit-Learn - Benchmark: Plot Polynomial Kernel Approximation (sec)",LIB,195.775,192.971,195.622
"Scikit-Learn - Benchmark: Isolation Forest (sec)",LIB,261.234,262.651,264.748
"Scikit-Learn - Benchmark: Sparsify (sec)",LIB,115.041,115.424,116.502
"Scikit-Learn - Benchmark: Covertype Dataset Benchmark (sec)",LIB,431.97,436.82,435.335
"Scikit-Learn - Benchmark: Hist Gradient Boosting Adult (sec)",LIB,74.764,74.531,75.352
"Scikit-Learn - Benchmark: SAGA (sec)",LIB,835.015,842.276,844.075
"Scikit-Learn - Benchmark: MNIST Dataset (sec)",LIB,65.461,64.83,65.465
"Scikit-Learn - Benchmark: Lasso (sec)",LIB,462.351,460.538,464.68
"Scikit-Learn - Benchmark: Feature Expansions (sec)",LIB,153.432,152.178,153.043
"Scikit-Learn - Benchmark: SGDOneClassSVM (sec)",LIB,277.537,278.733,276.726
"Scikit-Learn - Benchmark: Hist Gradient Boosting Categorical Only (sec)",LIB,17.613,17.578,17.546
"Scikit-Learn - Benchmark: Plot Ward (sec)",LIB,65.349,65.195,65.334
"Scikit-Learn - Benchmark: SGD Regression (sec)",LIB,134.14,133.869,133.892