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.
OpenBenchmarking.org metrics for this test profile configuration based on 1,169 public results since 8 July 2020 with the latest data as of 9 June 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.
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.
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.
1 System - 87 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - Gigabyte B450 AORUS PRO WIFI-CF - AMD Starship EndeavourOS rolling - 6.8.9-arch1-2 - X Server 1.21.1.13 |
1 System - 18 Benchmark Results |
QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Fedora 40 - 6.8.9-300.fc40.x86_64 - KDE Plasma 6.0.4 |
1 System - 89 Benchmark Results |
QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Oreon Lime Desktop Standard - 5.14.0-427.16.1.el9_4.x86_64 - GNOME Shell 40.10 |
1 System - 89 Benchmark Results |
2 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 440FX 82441FX PMC Red Hat Enterprise Linux 9.4 - 5.14.0-427.16.1.el9_4.x86_64 - GNOME Shell 40.10 |
1 System - 3 Benchmark Results |
Intel Core i7-10700K - MSI Z490-A PRO - Intel Comet Lake PCH Linuxmint 21.2 - 6.5.0-14-generic - Xfce 4.18 |
1 System - 80 Benchmark Results |
2 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Fedora 40 - 6.8.5-301.fc40.x86_64 - GNOME Shell 46.0 |
3 Systems - 105 Benchmark Results |
2 x Intel Xeon E5-2682 v4 - Supermicro SYS-7048GR-TR X10DRG-Q v1.10 - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - X Server 1.21.1.3 |
3 Systems - 8 Benchmark Results |
2 x Intel Xeon E5-2697 v4 - Dell PowerEdge R730 [0WCJNT] - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - NVIDIA |
2 Systems - 7 Benchmark Results |
2 x Intel Xeon E5-2697 v4 - Dell PowerEdge R730 [0WCJNT] - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - NVIDIA |
2 Systems - 1 Benchmark Result |
2 x Intel Xeon E5-2697 v4 - Dell PowerEdge R730 [0WCJNT] - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - NVIDIA |
1 System - 80 Benchmark Results |
ARMv8 Cortex-A76 - Khadas Edge2 - 16GB Ubuntu 22.04 - 5.10.198 - 1.3.255 |
1 System - 80 Benchmark Results |
ARMv8 Cortex-A78E - EDK II 4.1-33958178 - 8GB Ubuntu 20.04 - 5.10.120-tegra - GNOME Shell 3.36.9 |
1 System - 80 Benchmark Results |
ARMv8 Cortex-A76 - Mixtile Core 3588E - 16GB Ubuntu 22.04 - 5.10.160-rockchip - GNOME Shell 42.9 |
1 System - 3 Benchmark Results |
Intel Core i7-3630QM - MSI MS-1762 - Intel 3rd Gen Core DRAM Linuxmint 21.3 - 5.15.0-101-generic - Cinnamon 6.0.4 |
1 System - 3 Benchmark Results |
AMD Ryzen Threadripper PRO 7965WX 24-Cores - ASUS Pro WS WRX90E-SAGE SE - AMD Device 14a4 Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.9 |
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 |
3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 33 - 5.8.11-300.fc33.x86_64 - GNOME Shell 3.38.0 |
3 Systems - 101 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Clear Linux OS 34530 - 5.10.31-1033.native - GNOME Shell 3.38.4 |
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 |
3 Systems - 376 Benchmark Results |
2 x AMD EPYC 7F72 24-Core - Supermicro H11DSi-NT v2.00 - AMD Starship Ubuntu 20.10 - 5.10.9-051009-generic - GNOME Shell 3.38.1 |
4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Clear Linux OS 34130 - 5.9.16-1009.native - GNOME Shell 3.38.2 |
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 |
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 |
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 |
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 |
6 Systems - 136 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers EndeavourOS rolling - 5.7.10-arch1-1 - Xfce 4.14 |
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 |
4 Systems - 513 Benchmark Results |
Intel Core i7-5775C - CompuLab v1.0 - Intel Broadwell-U DMI Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
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 |
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 |