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.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark ai-benchmark.
Project Site
ai-benchmark.comTest Created
8 July 2020Last Updated
19 July 2022Test Maintainer
Michael LarabelTest Type
SystemAverage Install Time
1 Minute, 10 SecondsAverage Run Time
21 Minutes, 23 SecondsTest Dependencies
PythonAccolades
40k+ 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 updated weekly as of 3 December 2023.
Suites Using This Test
Performance Metrics
Analyze Test Configuration:AI Benchmark Alpha 0.1.2
Device Inference Score
OpenBenchmarking.org metrics for this test profile configuration based on 1,270 public results since 8 July 2020 with the latest data as of 6 November 2023.
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 (AI Benchmark Alpha 0.1.2 - Device Inference 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.
Does It Scale Well With Increasing Cores?
Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does 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.
Tested CPU Architectures
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
Recent Test Results
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1 System - 307 Benchmark Results |
Intel Core i3-10100 - ASRock H510M-HVS - Intel Device 43ef Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
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2 Systems - 1 Benchmark Result |
2 x Intel Xeon Gold 6238 - MCT E7278P - Intel Sky Lake-E DMI3 Registers Ubuntu 18.04 - 5.4.0-131-generic - GNOME Shell 3.28.4 |
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1 System - 264 Benchmark Results |
Intel Pentium Gold G6405 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
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1 System - 3 Benchmark Results |
Intel Core i9-10850K - ASUS ROG MAXIMUS XII APEX - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-88-generic - GNOME Shell 3.36.9 |
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1 System - 264 Benchmark Results |
Intel Pentium Gold G6400 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-86-generic - GNOME Shell 3.36.9 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 2 Benchmark Results |
AMD Ryzen 5 3600X 6-Core - Gigabyte B450M K-CF - AMD Starship Rocky Linux 9.2 - 5.14.0-284.30.1.el9_2.x86_64 - GNOME Shell 40.10 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 279 Benchmark Results |
Intel Core i3-10105 - ASRock H510M-HDV/M.2 SE - Intel Comet Lake PCH Ubuntu 20.04 - 5.15.0-83-generic - GNOME Shell 3.36.9 |
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1 System - 3 Benchmark Results |
Intel Core i9-13900HX - MACHENIKE L16P - Intel Device 7a27 Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.9 |
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1 System - 543 Benchmark Results |
AMD Ryzen Threadripper PRO 5995WX 64-Cores - ASRock WRX80 Creator - AMD Starship Ubuntu 22.04 - 6.2.0-33-generic - GNOME Shell 42.9 |
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1 System - 4 Benchmark Results |
Intel Core i5-1135G7 - HP 87E1 - Intel Tiger Lake-LP Ubuntu 22.04 - 6.4.8-060408-generic - GNOME Shell 42.9 |
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1 System - 3 Benchmark Results |
Intel Xeon W-3275M - Parallels Software Virtual - Red Hat Virtio + ICH8 Ubuntu 22.04 - 6.2.0-32-generic - GNOME Shell 42.9 |
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1 System - 3 Benchmark Results |
2 x Intel Xeon E5-2696 v4 - HUANANZHI X99-F8D PLUS - Intel Xeon E7 v4 Ubuntu 22.04 - 6.4.6-060406-generic - GNOME Shell 42.9 |
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11 Systems - 22 Benchmark Results |
Intel Core i7-3770 - HP 3397 - Intel Xeon E3-1200 v2 Ubuntu 20.04 - 5.11.0-37-generic - GNOME Shell 3.36.9 |
Most Popular Test Results
Compare
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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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3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6 |
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2 Systems - 151 Benchmark Results |
Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2 |
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3 Systems - 101 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1 |
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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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4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP ManjaroLinux 20.2 - 5.9.11-3-MANJARO - Xfce 4.14 |
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3 Systems - 376 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.11.0-051100rc4daily20210122-generic - GNOME Shell 3.38.1 |
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6 Systems - 136 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 20.10 - 5.4.0-42-generic - GNOME Shell 3.36.4 |
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4 Systems - 513 Benchmark Results |
Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
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Featured Kernel Comparison |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1 |
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2 Systems - 297 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship Pop 20.10 - 5.8.0-7625-generic - GNOME Shell 3.38.1 |
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2 Systems - 85 Benchmark Results |
Intel Core i7-10510U - LENOVO 20U9CTO1WW - Intel Comet Lake PCH-LP Fedora 33 - 5.9.16-200.fc33.x86_64 - KDE Plasma 5.20.4 |
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3 Systems - 253 Benchmark Results |
Intel Core i9-10885H - HP 8736 - Intel Comet Lake PCH Ubuntu 20.04 - 5.6.0-1034-oem - GNOME Shell 3.36.4 |
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13 Systems - 333 Benchmark Results |
AMD Ryzen 7 5700G - ASUS ROG CROSSHAIR VIII HERO - AMD Renoir Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
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Featured Kernel Comparison |
AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.10 - 5.10.0-051000daily20201222-generic - GNOME Shell 3.38.1 |