Numpy Benchmark

This is a test to obtain the general Numpy performance.

Learn more about this test at the upstream project site: github.com.

This utility test is maintained by Victor Rodriguez Bahena. This OpenBenchmarking.org test profile was created on 2 March 2016 and last updated on 14 January 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark numpy.

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Performance Metrics

Analyze Test Configuration:

Numpy Benchmark

OpenBenchmarking.org metrics for this test profile configuration based on 602 public samples since 14 January 2020 with the latest data as of 17 September 2020.

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.

Component
Percentile Rank
Score (Average)
Mid-Tier
75th
< 363
Median
50th
314
Low-Tier
25th
< 280
2nd
34
OpenBenchmarking.orgDistribution Of Public Results602 Results Range From 19 To 477 Score19406182103124145166187208229250271292313334355376397418439460481306090120150

Revision History

pts/numpy-1.2.0     14 Jan 2020 10:25 EST
Use geometric mean for result per https://github.com/phoronix-test-suite/test-profiles/pull/125

pts/numpy-1.1.0     10 Jan 2020 10:40 EST
Updates per https://github.com/phoronix-test-suite/test-profiles/pull/116

pts/numpy-1.0.5     08 Apr 2018 13:12 EDT
Actually numpy should be working fine now on BSD

pts/numpy-1.0.4     07 Apr 2018 21:24 EDT
Numpy has issues on BSD.

pts/numpy-1.0.3     18 Feb 2018 15:42 EST
Explicitly use python2 for numpy, not python3 when python points there.

pts/numpy-1.0.2     13 May 2016 13:34 EDT
Set TimesToRun to 1

pts/numpy-1.0.1     04 Mar 2016 16:38 EST
Fix results.xml

pts/numpy-1.0.0     02 Mar 2016 11:33 EST
Initial commit

Recent Test Results

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15 Systems - 119 Benchmark Results

2 x 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

14 Systems - 119 Benchmark Results

2 x Intel Xeon Gold 5220R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

15 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8275CL - ASRockRack EP2C621D12 WS - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-55-generic - GNOME Shell 3.34.1

15 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8275CL - ASRockRack EP2C621D12 WS - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-55-generic - GNOME Shell 3.34.1

14 Systems - 119 Benchmark Results

Intel Xeon W-3275M - Supermicro X11SPA-T v1.01 - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-46-generic - GNOME Shell 3.34.3

2 Systems - 1 Benchmark Result

2 x Intel Xeon Gold 5220R - Supermicro X11DPG-QT - Intel Sky Lake-E DMI3 Registers

ManjaroLinux 20.1 - 5.4.60-2-MANJARO - X Server 1.20.8

1 System - 34 Benchmark Results

16 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4

1 System - 29 Benchmark Results

8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

openSUSE Leap 15.2 - 5.3.18-lp152.36-default - GNOME Shell 3.34.5

1 System - 29 Benchmark Results

8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

SUSE Linux Enterprise High Performance Computing 15 SP2 15.2 - 5.3.18-24.9-default - GNOME Shell 3.34.4

1 System - 1 Benchmark Result

2 x Intel Xeon Gold 5220R - Supermicro X11DPG-QT - Intel Sky Lake-E DMI3 Registers

ManjaroLinux 20.1 - 5.4.60-2-MANJARO - X Server 1.20.8

24 Systems - 74 Benchmark Results

ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.4 - 8GB

Ubuntu 20.04 - 5.4.0-1015-raspi - X Server 1.20.8

9 Systems - 160 Benchmark Results

Most Popular Test Results

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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

2 Systems - 269 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Ubuntu 20.04 - 5.4.0-29-generic - GNOME Shell 3.36.1

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 - 301 Benchmark Results

Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH

Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3

5 Systems - 385 Benchmark Results

AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1

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

6 Systems - 733 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

3 Systems - 777 Benchmark Results

AMD Ryzen 3 3300X 4-Core - ASRock X570 Pro4 - AMD Starship

Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2

4 Systems - 95 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Pop 20.04 - 5.4.0-7634-generic - GNOME Shell 3.36.3

6 Systems - 100 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

10 Systems - 119 Benchmark Results

Intel Xeon Gold 5218 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

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