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 1,176 public results since 8 July 2020 with the latest data as of 21 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 - 3 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASRock APEXX A3_02 X570 Creator - AMD Starship Debian 12 - 6.1.0-21-amd64 - Xfce |
2 Systems - 47 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-1020-aws - GCC 11.4.0 |
1 System - 5 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-1020-aws - GCC 11.4.0 |
1 System - 3 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-1020-aws - 1.3.255 |
1 System - 3 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-1017-aws - GCC 11.4.0 |
1 System - 3 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Ubuntu 22.04 - 6.5.0-1017-aws - GCC 11.4.0 |
1 System - 6 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240611 - 6.1.92-99.174.amzn2023.x86_64 - GCC 11.4.1 20230605 |
1 System - 6 Benchmark Results |
Intel Xeon Platinum 8375C - Amazon EC2 c6i.4xlarge - Intel 440FX 82441FX PMC Amazon Linux 2023.4.20240611 - 6.1.92-99.174.amzn2023.x86_64 - GCC 11.4.1 20230605 |
1 System - 56 Benchmark Results |
AMD Ryzen 7 5800X 8-Core - ASUS ROG STRIX X370-F GAMING - AMD Starship Linuxmint 21.3 - 6.5.0-41-lowlatency - X Server 1.21.1.4 |
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 - 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 |
1 System - 341 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Pop 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5 |
1 System - 3 Benchmark Results |
AMD Ryzen 7 7800X3D 8-Core - ASUS ROG STRIX B650E-I GAMING WIFI - AMD Device 14d8 Pop 22.04 - 6.6.6-76060606-generic - GNOME Shell 42.5 |