Scikit-learn is a Python module for machine learning
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark scikit-learn.
OpenBenchmarking.org metrics for this test profile configuration based on 787 public results since 10 January 2020 with the latest data as of 21 January 2021.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (Scikit-Learn 0.22.1) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.5%.
5 Systems - 3 Benchmark Results |
Intel Pentium G3258 - Gigabyte H81M-DS2V - 8GB FreeBSD - 12.2-RELEASE-p2 - Clang 10.0.1 |
2 Systems - 3 Benchmark Results |
Intel Core i7-4770K - ASRock Z97 Killer - Intel 4th Gen Core DRAM Ubuntu 18.04 - 5.5.7-050507-generic - X Server 1.20.8 |
1 System - 94 Benchmark Results |
Intel Core i7-1165G7 - Dell 08607K - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1042-oem - GNOME Shell 3.36.4 |
1 System - 23 Benchmark Results |
AMD Ryzen 5 4600H - HUAWEI HLYL-WXX9-PCB - AMD Renoir Root Complex Ubuntu 20.10 - 5.8.0-25-generic - Budgie |
1 System - 1 Benchmark Result |
AMD Ryzen 7 1800X Eight-Core - ASUS ROG STRIX X470-F GAMING - AMD 17h Ubuntu 20.04 - 5.8.0-38-generic - GNOME Shell 3.36.4 |
1 System - 4 Benchmark Results |
Intel Core i7-4770K - ASRock Z97 Killer - Intel 4th Gen Core DRAM Ubuntu 18.04 - 5.5.7-050507-generic - X Server 1.20.8 |
1 System - 3 Benchmark Results |
Intel Core i7-4770K - ASRock Z97 Killer - Intel 4th Gen Core DRAM Ubuntu 18.04 - 5.5.7-050507-generic - X Server 1.20.8 |
5 Systems - 71 Benchmark Results |
Intel Core i3-10100 - Gigabyte B460M DS3H - Intel Device 9b63 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4 |
4 Systems - 210 Benchmark Results |
POWER9 - PowerNV T2P9D01 REV 1.01 - 64GB Ubuntu 20.10 - 5.9.10-050910-generic - X Server |
1 System - 219 Benchmark Results |
AMD EPYC 7302P 16-Core - Supermicro H11SSL-i v2.00 - AMD Starship Ubuntu 20.04 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
2 Systems - 85 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |
3 Systems - 80 Benchmark Results |
Intel Xeon E3-1270 v5 - ASUS E3 PRO GAMING V5 - Intel Xeon E3-1200 v5 Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1 |
16 Systems - 119 Benchmark Results |
Intel Xeon Gold 6226R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0 |
12 Systems - 593 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |
4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Fedora 31 - 5.4.15-200.fc31.x86_64 - GNOME Shell 3.34.3 |
2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
Featured Processor Comparison |
AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |
3 Systems - 406 Benchmark Results |
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
2 Systems - 3 Benchmark Results |
Intel Core i7-4770K - ASRock Z97 Killer - Intel 4th Gen Core DRAM Ubuntu 18.04 - 5.5.7-050507-generic - X Server 1.20.8 |
2 Systems - 475 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1 |
3 Systems - 173 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 20.04 - 5.4.0-37-generic - GNOME Shell 3.36.2 |
18 Systems - 119 Benchmark Results |
Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
Featured Processor Comparison |
Intel Xeon Gold 5218 - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
6 Systems - 733 Benchmark Results |
AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |