Mlpack Benchmark
Mlpack benchmark scripts for machine learning libraries
Learn more about this test at the upstream project site: https://github.com/mlpack/benchmarks.
This utility test profile is maintained by Yu Ma. This OpenBenchmarking.org test profile was created on 10 January 2020 and last updated on 27 September 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark mlpack.
This test has an average install time of 6 seconds and an average run-time of 1 minute, 39 seconds.
* Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting.
Revision History
pts/mlpack-1.0.2 [View Source] 27 Sep 2020 08:59 EDT
Set --user for pip3 argument to fix install on some distros.
pts/mlpack-1.0.1 [View Source] 24 Feb 2020 07:53 EST
Add new tests per https://github.com/phoronix-test-suite/test-profiles/pull/129
pts/mlpack-1.0.0 [View Source] 10 Jan 2020 09:28 EST
Initial commit of mlpack per https://github.com/phoronix-test-suite/test-profiles/pull/124
Suites Using This Test
Performance Metrics
Analyze Test Configuration:Mlpack Benchmark
Benchmark: scikit_svm
OpenBenchmarking.org metrics for this test profile configuration based on 868 public samples since 10 January 2020 with the latest data as of 24 October 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.
Based on OpenBenchmarking.org data, the selected test / test configuration (Mlpack Benchmark - Benchmark: scikit_svm) 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 0.6%.
Recent Test Results
Compare
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3 Systems - 536 Benchmark Results |
Intel Core i7-9700TE - C OZE GM-1000 v0.0.01.001 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1 |
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1 System - 295 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4 |
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3 Systems - 197 Benchmark Results |
AMD Ryzen 3 1300X - ASRock AB350 Pro4 - AMD 17h Ubuntu 20.04 - 5.4.0-51-generic - GNOME Shell 3.36.3 |
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9 Systems - 57 Benchmark Results |
Intel Core i5-8265U - Raticate_WL - Intel Cannon Point-LP Ubuntu 20.04 - 5.4.0-12-generic - GNOME Shell 3.34.3 |
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10 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 |
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3 Systems - 232 Benchmark Results |
Intel Core i7-4960X - MSI X79MA-GD45 - Intel Xeon E7 v2 Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1 |
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Featured Processor Comparison |
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5 Systems - 37 Benchmark Results |
2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 5.3.0-40-generic - GNOME Shell 3.28.4 |
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1 System - 26 Benchmark Results |
Intel Core i7-7700 - Dell 0MWYPT - Intel Xeon E3-1200 v6 MarIuX64 2.0 GNU - 5.9.0.mx64.348 - Xfce 4.14 |
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1 System - 290 Benchmark Results |
AMD Ryzen 9 3950X 16-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 - 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 |
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3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.9.0-050900rc8daily20201011-generic - GNOME Shell 3.36.4 |
Most Popular Test Results
Compare
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16 Systems - 119 Benchmark Results |
AMD EPYC 7R32 48-Core - Supermicro H11SSL-i v2.00 - AMD Starship Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
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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 |
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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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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 |
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Featured Processor Comparison |
Intel Core i9-9900KS - ASUS PRIME Z390-A - Intel Cannon Lake PCH Ubuntu 20.04 - 5.4.0-9-generic - GNOME Shell 3.34.3 |
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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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2 Systems - 475 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1 |
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2 Systems - 150 Benchmark Results |
AMD Ryzen 7 4700U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |
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3 Systems - 31 Benchmark Results |
AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4 |
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3 Systems - 131 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4 |
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18 Systems - 119 Benchmark Results |
2 x Intel Xeon Silver 4216 - 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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3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.4.0-28-generic - GNOME Shell 3.36.1 |
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