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
50 SecondsAverage Run Time
21 Minutes, 23 SecondsTest Dependencies
PythonAccolades
50k+ 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 22 November 2024.
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 1,185 public results since 8 July 2020 with the latest data as of 20 November 2024.
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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Featured Processor Comparison |
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Featured Processor Comparison |
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Featured Processor Comparison |
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Featured Processor Comparison |
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1 System - 323 Benchmark Results |
AMD Ryzen Threadripper 7960X 24-Cores - Gigabyte TRX50 AERO D - AMD Device 14a4 Ubuntu 24.04 - 6.8.0-48-generic - GNOME Shell 46.0 |
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Featured Processor Comparison |
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1 System - 50 Benchmark Results |
Qualcomm - ASUS Vivobook S 15 S5507QA_S5507QAD S5507QAD v1.0 - 1 x 16GB LPDDR5-8448MT Ubuntu 24.10 - 6.11.0-43-qcom-x1e - GNOME Shell 47.0 |
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2 Systems - 541 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712 Ubuntu 24.04 - 6.8.0-1012-raspi - KDE Plasma 5.27.11 |
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2 Systems - 525 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712 Ubuntu 24.04 - 6.8.0-1013-raspi - KDE Plasma 5.27.11 |
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1 System - 27 Benchmark Results |
AMD Ryzen 7 9800X3D 8-Core - 32GB - 1789GB Ubuntu 20.04 - 4.4.0-22621-Microsoft - X Server |
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1 System - 50 Benchmark Results |
AMD Ryzen 7 7700X 8-Core - ASUS ROG STRIX B650-A GAMING WIFI - AMD Device 14d8 Ubuntu 24.10 - 6.11.0-9-generic - GNOME Shell 47.0 |
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1 System - 51 Benchmark Results |
Intel Core Ultra 7 155H - MSI Prestige 16 AI Evo B1MG MS-15A1 - Intel Device 7e7f Fedora 41 - 6.11.5-300.fc41.x86_64 - KDE Plasma 6.2.2 |
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1 System - 51 Benchmark Results |
Intel Core Ultra 7 155H - MSI Prestige 16 AI Evo B1MG MS-15A1 - Intel Device 7e7f Fedora 41 - 6.11.5-300.fc41.x86_64 - KDE Plasma 6.2.2 |
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1 System - 52 Benchmark Results |
ARMv8 Cortex-A76 - Raspberry Pi 5 Model B Rev 1.0 - Broadcom BCM2712 Debian 12 - 6.6.51+rpt-rpi-2712 - X Server |
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1 System - 52 Benchmark Results |
QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Fedora 41 - 6.11.5-300.fc41.x86_64 - GNOME Shell 47.1 |
Most Popular Test Results
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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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16 Systems - 333 Benchmark Results |
AMD Ryzen 5 5600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
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Featured Kernel Comparison |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.10.9-051009-generic - GNOME Shell 3.38.1 |
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3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.6.6-300.fc32.x86_64 - GNOME Shell 3.36.1 |
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2 Systems - 151 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon 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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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-rc4-max-boost-inv-patch - GNOME Shell 3.38.1 |
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13 Systems - 333 Benchmark Results |
Intel Core i5-12600K - ASUS ROG STRIX Z690-E GAMING WIFI - Intel Device 7aa7 Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
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2 Systems - 297 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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8 Systems - 84 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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4 Systems - 513 Benchmark Results |
Intel Xeon E-2278GEL - Logic Supply RXM-181 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
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2 Systems - 85 Benchmark Results |
Intel Core i5-1135G7 - Dell 0THX8P - Intel Device a0ef Ubuntu 20.04 - 5.6.0-1036-oem - GNOME Shell 3.36.4 |
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Featured Kernel Comparison |
AMD EPYC 7702 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.10 - 5.10.2-051002-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 |