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 1,165 public results since 8 July 2020 with the latest data as of 13 March 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.
Featured Disk Comparison |
2000GB CT2000P3SSD8 + 1000GB CT1000P3SSD8 + 1000GB Seagate ST1000DM010-2EP1 + 480GB KINGSTON SA400S3 + 500GB SAMSUNG HD501LJ + 1000GB Seagate ST1000DM003-1SB1 + 2000GB Seagate ST2000DM008-2FR1 + 248GB DataTraveler 3.0 + 4001GB 024-2AN17V + 4001GB EXTERNAL_USB - 2000GB CT2000P3SSD8 + 1000GB CT1000P3SSD8 + 1000GB Seagate ST1000DM010-2EP1 + 480GB KINGSTON SA400S3 + 500GB SAMSUNG HD501LJ + 1000GB Seagate ST1000DM003-1SB1 + 2000GB Seagate ST2000DM008-2FR1 + 0GB DataTraveler 3.0 + 4001GB 024-2AN17V + 4001GB EXTERNAL_USB |
1 System - 27 Benchmark Results |
Intel Core Ultra 7 155H - 16GB - 0GB Virtual Disk + 4GB Virtual Disk + 2 x 1100GB Virtual Disk Ubuntu 22.04 - 5.15.146.1-microsoft-standard-WSL2 - Wayland |
1 System - 26 Benchmark Results |
Intel Core Ultra 7 155H - 16GB - 0GB Virtual Disk + 4GB Virtual Disk + 1100GB Virtual Disk Ubuntu 22.04 - 5.15.146.1-microsoft-standard-WSL2 - Wayland |
1 System - 31 Benchmark Results |
AMD Ryzen 7 7700 8-Core - 16GB - 4GB Virtual Disk + 1100GB Virtual Disk Ubuntu 20.04 - 5.15.133.1-microsoft-standard-WSL2 - X Server + Wayland |
Featured Graphics Comparison |
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1 System - 304 Benchmark Results |
AMD A4-5300 APU - ASRock FM2A88M-HD+ R3.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
1 System - 120 Benchmark Results |
2 x Intel Xeon E5-2620 0 - ASUS Z9PE-D16 - Intel Xeon E5 Ubuntu 22.04 - 5.15.0-92-generic - X Server 1.20.11 |
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 |
Featured Display Server Comparison |
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1 System - 3 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
1 System - 8 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
1 System - 9 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
1 System - 6 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
1 System - 3 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
1 System - 3 Benchmark Results |
AMD EPYC 7763 64-Core - ASRockRack ROMED8-2T/BCM v3.01 - AMD Starship Ubuntu 22.04 - 5.15.0-91-generic - X Server 1.21.1.4 |
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 |
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 |
3 Systems - 101 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4 |
4 Systems - 110 Benchmark Results |
Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP Ubuntu 20.10 - 5.8.0-33-generic - GNOME Shell 3.38.1 |
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 |
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 |
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 |
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 |
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 |
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 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4 |
13 Systems - 333 Benchmark Results |
AMD Ryzen 7 5800X3D 8-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 6.0.0-060000rc1daily20220820-generic - GNOME Shell 42.2 |
4 Systems - 513 Benchmark Results |
Intel Core i7-9700TE - C OZE GM-1000 v0.0.01.001 - Intel Cannon Lake PCH Ubuntu 20.10 - 5.8.0-25-generic - GNOME Shell 3.38.1 |
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 |
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 |