This is a test to obtain the general Numpy performance.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark numpy.
OpenBenchmarking.org metrics for this test profile configuration based on 2,979 public results since 14 January 2020 with the latest data as of 1 December 2023.
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 (Numpy Benchmark) has an average run-time of 15 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 0.2%.
No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 106 Benchmark Results |
2 x AMD EPYC 7313 16-Core - Dell PowerEdge R7525 [0PYVT1] - AMD Starship Ubuntu 22.04 - 5.15.0-89-generic - NVIDIA |
1 System - 1 Benchmark Result |
rv64imafdcv - 32GB - 1000GB Samsung SSD 980 PRO 1TB + 31GB 032GB2 Ubuntu 23.04 - 6.1.42 - GCC 12.3.0 |
1 System - 307 Benchmark Results |
Intel Core i3-10100 - ASRock H510M-HVS - Intel Device 43ef Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
1 System - 1 Benchmark Result |
Loongson-3A6000 - Loongson Loongson-LS3A6000-7A2000-1w-EVB-V1.21 - Loongson LLC Hyper Transport Bridge Loongnix 20 - 4.19.0-19-loongson-3 - X Server 1.20.4 |
3 Systems - 39 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - ASUS Pro WS TRX50-SAGE WIFI - AMD Device 14a4 Ubuntu 23.10 - 6.5.0-9-generic - GNOME Shell 45.0 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 2 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 2 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 2 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 2 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
1 System - 3 Benchmark Results |
Unknown - O.E.M - Loongson LLC Hyper Transport Bridge openEuler 22.03 LTS - 5.10.0-60.116.0.143.oe2203.loongarch64 - GNOME Shell 3.38.4 |
16 Systems - 119 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0 |
2 Systems - 535 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4 |
4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Device 15d0 Ubuntu 18.04 - 5.3.0-28-generic - GNOME Shell 3.28.4 |
11 Systems - 217 Benchmark Results |
AMD Ryzen 5 3600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
12 Systems - 593 Benchmark Results |
AMD Ryzen 7 3800XT 8-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |
Featured Processor Comparison |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |
4 Systems - 131 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 TBD by OEM - Intel FreeBSD - 13.0-BETA1 - Clang 11.0.1 |
3 Systems - 173 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - 52GB - 2 x 275GB Virtual Disk Ubuntu 20.04 - 4.19.104-microsoft-standard - X Server |
8 Systems - 439 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.04 - 5.12.0-051200rc3daily20210315-generic - GNOME Shell 3.38.3 |
Featured Kernel Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1 |
8 Systems - 84 Benchmark Results |
Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
12 Systems - 229 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
5 Systems - 62 Benchmark Results |
2 x AMD EPYC 7763 64-Core - AMD DAYTONA_X - AMD Starship Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4 |
26 Systems - 438 Benchmark Results |
2 x AMD EPYC 7F52 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4 |
4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Fedora 33 - 5.8.15-301.fc33.x86_64 - GNOME Shell 3.38.2 |