Numenta Anomaly Benchmark [pts/numenta-nab]

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial timeseries data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors.

This utility test was uploaded by Phoronix Test Suite.

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If you want to see how many different systems compare performance-wise for this test profile, visit the performance showdown page.

Revision History

pts/numenta-nab-1.1.0 [28 Feb 2020 12:04:17 EST]
- Update against NAB 1.1 upstream for Python 3 compatibility.

pts/numenta-nab-1.0.0 [09 Nov 2018 11:55:56 EST]
- Initial commit of Numenta Anomaly Benchmark

Recent Results With This Test

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1 System - 30 Benchmark Results

AMD Ryzen Threadripper 2920X 12-Core - MSI X399 SLI PLUS - AMD 17h

Ubuntu 18.04 - 5.4.0-42-generic - GNOME Shell 3.28.4

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

7 Systems - 104 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

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

1 System - 326 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

1 System - 8 Benchmark Results

2 x Intel Xeon Gold 6126 - Inspur YZMB-01130-101 - Intel Device 2020

Ubuntu 16.04 - 4.4.0-116-generic - modesetting 1.18.4

6 Systems - 733 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

3 Systems - 777 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

1 System - 8 Benchmark Results

ARMv8 rev 0 - 32768MB - 31GB HBG4a2

Ubuntu 18.04 - 4.9.140-tegra - GNOME Shell 3.28.4

1 System - 82 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

Most Popular Results With This Test

Compare

1 System - 248 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Device 1480

Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.3

5 Systems - 1840 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

5 Systems - 1839 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

1 System - 263 Benchmark Results

AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Device 1480

Ubuntu 18.04 - 5.2.0-999-generic - GNOME Shell 3.28.4

5 Systems - 1853 Benchmark Results

Intel Core i5-6200U - HP 8079 - Intel Xeon E3-1200 v5

Ubuntu 18.04 - 4.18.0-21-generic - GNOME Shell 3.28.4

2 Systems - 88 Benchmark Results

Intel Core i9-7980XE - ASUS PRIME X299-A - Intel Sky Lake-E DMI3 Registers

Ubuntu 18.10 - 4.20.0-999-generic - GNOME Shell 3.30.1

2 Systems - 475 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1

5 Systems - 135 Benchmark Results

2 x Intel Xeon Gold 6138 - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.04 - 5.2.0-050200rc7-generic - GNOME Shell 3.32.1

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