Numpy Benchmark
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.
Project Site
github.comTest Created
2 March 2016Last Updated
13 November 2020Test Maintainer
Victor Rodriguez BahenaTest Type
ProcessorTest Dependencies
PythonAccolades
100k+ DownloadsSupported Platforms
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data current as of 31 July 2021.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:Numpy Benchmark
OpenBenchmarking.org metrics for this test profile configuration based on 1,727 public results since 14 January 2020 with the latest data as of 28 July 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 (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%.
Does It Scale Well With Increasing Cores?
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.
Recent Test Results
Compare
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2 Systems - 243 Benchmark Results |
AMD EPYC 7302P 16-Core - Supermicro H11SSL-i v2.00 - AMD Starship CentOS 7.8.2003 - 3.10.0-1127.19.1.el7.x86_64 - GCC 4.8.5 20150623 |
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1 System - 23 Benchmark Results |
Intel Core i5-9400F - MSI B360M GAMING PLUS - Intel Cannon Lake PCH Ubuntu 20.04 - 5.4.0-80-generic - GNOME Shell 3.36.9 |
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1 System - 24 Benchmark Results |
AMD Ryzen 5 3400G - LENOVO 3706 - AMD Raven Ubuntu 20.04 - 5.4.0-80-generic - GNOME Shell 3.36.9 |
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2 Systems - 12 Benchmark Results |
2 x Intel Xeon X5670 - HP ProLiant DL380 G7 - Intel 5520 I Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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1 System - 11 Benchmark Results |
2 x Intel Xeon X5670 - HP ProLiant DL380 G7 - Intel 5520 I Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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2 Systems - 12 Benchmark Results |
2 x Intel Xeon X5670 - HP ProLiant DL380 G7 - Intel 5520 I Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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1 System - 11 Benchmark Results |
2 x Intel Xeon X5670 - HP ProLiant DL380 G7 - Intel 5520 I Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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1 System - 11 Benchmark Results |
2 x Intel Xeon X5670 - HP ProLiant DL380 G7 - Intel 5520 I Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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2 Systems - 12 Benchmark Results |
2 x Intel Xeon E5-2678 v3 - HP ProLiant DL380 Gen9 - Intel Xeon E7 v3 Ubuntu 18.04 - 5.4.0-65-generic - X Server 1.20.8 |
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4 Systems - 78 Benchmark Results |
AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir Root Complex Ubuntu 21.04 - 5.13.2 - GNOME Shell 3.38.4 |
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1 System - 12 Benchmark Results |
2 x Intel Xeon E5-2678 v3 - HP ProLiant DL360 Gen9 - Intel Xeon E7 v3 Ubuntu 18.04 - 5.4.0-72-generic - X Server 1.20.8 |
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3 Systems - 78 Benchmark Results |
AMD Ryzen 9 5900HX - ASUS G513QY v1.0 - AMD Renoir Root Complex Clear Linux OS 34860 - 5.12.16-1054.native - GNOME Shell 40.3 |
Most Popular Test Results
Compare
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16 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 |
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2 Systems - 535 Benchmark Results |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4 |
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11 Systems - 217 Benchmark Results |
Intel Core i5-10600K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
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12 Systems - 593 Benchmark Results |
AMD Ryzen 5 3600X 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |
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4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Raven Ubuntu 20.04 - 5.4.0-9-generic - GNOME Shell 3.34.3 |
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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 |
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8 Systems - 84 Benchmark Results |
Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2 |
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3 Systems - 301 Benchmark Results |
Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3 |
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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 |
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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 |
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12 Systems - 229 Benchmark Results |
AMD Ryzen 7 3800XT 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
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2 Systems - 1708 Benchmark Results |
Intel Core i3-10100 - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2 |