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 26 October 2021.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:Numpy Benchmark
OpenBenchmarking.org metrics for this test profile configuration based on 1,799 public results since 14 January 2020 with the latest data as of 25 October 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 16 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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1 System - 724 Benchmark Results |
AMD Ryzen 9 5900HX - HX90 - AMD Renoir Ubuntu 21.10 - 5.14.12-051412-generic - LXQt 0.17.0 |
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4 Systems - 144 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS TUF GAMING B550-PLUS - AMD Starship Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9 |
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1 System - 144 Benchmark Results |
Intel Core i5-11600K - Gigabyte Z590 UD AC - Intel Device 43ef Ubuntu 20.04 - 5.11.0-38-generic - GNOME Shell 3.36.9 |
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1 System - 290 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5 |
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4 Systems - 141 Benchmark Results |
2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5 |
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3 Systems - 141 Benchmark Results |
2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship CentOS Stream 8 - 4.18.0-348.el8.x86_64 - GNOME Shell 3.32.2 |
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2 Systems - 140 Benchmark Results |
2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5 |
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1 System - 135 Benchmark Results |
2 x AMD EPYC 75F3 32-Core - ASRockRack ROME2D16-2T - AMD Starship Ubuntu 21.10 - 5.13.0-20-generic - GNOME Shell 40.5 |
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1 System - 160 Benchmark Results |
AMD Ryzen 5 4600HS - ASUS GA401IH v1.0 - AMD Renoir Root Complex ManjaroLinux 21.1.6 - 5.14.12-zen1-1-zen-g14 - KDE Plasma 5.22.5 |
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8 Systems - 364 Benchmark Results |
AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5 |
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3 Systems - 326 Benchmark Results |
AMD EPYC 7742 64-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5 |
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4 Systems - 318 Benchmark Results |
AMD EPYC 7F52 16-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 21.10 - 5.13.0-19-generic - GNOME Shell 40.5 |
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1 System - 1 Benchmark Result |
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 21.10 - 5.13.0-16-generic - GNOME Shell 40.5 |
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5 Systems - 67 Benchmark Results |
Intel Celeron G5900 - Gigabyte B460M DS3H - Intel Device 9b73 Debian 10 - 4.19.0-9-amd64 - X Server 1.20.4 |
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1 System - 208 Benchmark Results |
Unknown - Apple Mac Mini Late 2020 - 8GB Ubuntu 20.04 - 5.11.0-rc4+ - X Server 1.20.11 |
Most Popular Test Results
Compare
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16 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 |
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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 |
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11 Systems - 217 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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12 Systems - 593 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - Gigabyte X570 AORUS MASTER - AMD Starship Fedora 33 - 5.8.16-300.fc33.x86_64 - GNOME Shell 3.38.1 |
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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 |
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 |
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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 - 173 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - 64GB - 931GB Ubuntu 20.04 - 4.4.0-19041-Microsoft - GCC 9.3.0 |
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3 Systems - 301 Benchmark Results |
Intel Core i5-4670 - MSI B85M-P33 - Intel 4th Gen Core DRAM Ubuntu 20.04 - 5.4.0-40-generic - GNOME Shell 3.36.3 |
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2 Systems - 269 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.04 - 5.4.0-7626-generic - GNOME Shell 3.36.1 |
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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 |
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4 Systems - 131 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 TBD by OEM - Intel FreeBSD - 12.2-RELEASE - Clang 10.0.1 |
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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 |
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 |
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2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0 |