AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library.

Learn more about this test at the upstream project site: http://ai-benchmark.com/alpha.

This utility test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 8 July 2020 and last updated on 11 November 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ai-benchmark.

This test has an average install time of 1 minute, 54 seconds and an average run-time of 21 minutes, 38 seconds.

5k+ Downloads

Installation StatsTest Completion StatsPublic Result UploadsOpenBenchmarking.orgEventsAI Benchmark Alpha Popularitypts/ai-benchmark2020.072020.082020.092020.102020.1150100150200250

* 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/ai-benchmark-1.0.1   [View Source]   11 Nov 2020 18:43 EST
Fix for macOS support.

pts/ai-benchmark-1.0.0   [View Source]   08 Jul 2020 14:25 EDT
Initial commit of AI Benchmark Alpha.

Suites Using This Test

Machine Learning

Performance Metrics

Analyze Test Configuration:

AI Benchmark Alpha 0.1.2

Device AI Score

OpenBenchmarking.org metrics for this test profile configuration based on 616 public samples since 8 July 2020 with the latest data as of 30 November 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
< 3045
Median
50th
2444
Low-Tier
25th
< 1945
OpenBenchmarking.orgDistribution Of Public Results - Device AI Score616 Results Range From 249 To 4007 Score24932540147755362970578185793310091085116112371313138914651541161716931769184519211997207321492225230123772453252926052681275728332909298530613137321332893365344135173593366937453821389739734049918273645

Based on OpenBenchmarking.org data, the selected test / test configuration (AI Benchmark Alpha 0.1.2 - Device AI Score) has an average run-time of 21 minutes. By default this test profile is set to run at least 1 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.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkDevice AI ScoreRun-Time714212835Min: 17 / Avg: 20.7 / Max: 33

Recent Test Results

Compare

2 Systems - 152 Benchmark Results

AMD EPYC 7601 32-Core - TYAN B8026T70AE24HR - AMD 17h

Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4

1 System - 92 Benchmark Results

AMD Ryzen 9 5900X 12-Core - ASRock X570 Taichi - AMD Starship

Ubuntu 20.04 - 5.4.0-53-generic - GNOME Shell 3.36.4

3 Systems - 64 Benchmark Results

Intel Xeon E3-1280 v5 - MSI Z170A SLI PLUS - Intel Xeon E3-1200 v5

Ubuntu 20.04 - 5.9.0-050900rc2daily20200826-generic - GNOME Shell 3.36.4

3 Systems - 67 Benchmark Results

Intel Xeon Gold 6226R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.9.0-050900rc6daily20200921-generic - GNOME Shell 3.36.4

3 Systems - 178 Benchmark Results

AMD Ryzen 3 3100 4-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.10 - 5.8.0-29-generic - GNOME Shell 3.38.1

3 Systems - 178 Benchmark Results

AMD Ryzen 3 3100 4-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.10 - 5.8.0-29-generic - GNOME Shell 3.38.1

4 Systems - 63 Benchmark Results

AMD A10-7870K Radeon R7 12 Compute Cores 4C+8G - ASUS A88XM-E - AMD 15h

Ubuntu 20.10 - 5.8.0-29-generic - GNOME Shell 3.38.1

3 Systems - 77 Benchmark Results

AMD Ryzen 3 1300X - ASRock AB350 Pro4 - AMD 17h

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

4 Systems - 48 Benchmark Results

2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4

3 Systems - 82 Benchmark Results

Intel Xeon E3-1245 v5 - MSI C236A WORKSTATION - Intel Xeon E3-1200 v5

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4

3 Systems - 100 Benchmark Results

Intel Core i7-9750H - Notebook P95_96_97Ex Rx - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.4

2 Systems - 179 Benchmark Results

AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex

Ubuntu 20.10 - 5.9.1-050901-generic - GNOME Shell 3.38.1

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