This is a benchmark of LiteRT (formerly known as TensorFlow Lite) focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This LiteRT benchmark test profile is measuring the average inference time.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark litert.
OpenBenchmarking.org metrics for this test profile configuration based on 101 public results since 15 October 2024 with the latest data as of 25 October 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 (LiteRT 2024-10-15 - Model: Mobilenet Float) has an average run-time of 6 minutes. By default this test profile is set to run at least 3 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.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.6%.
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 |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 5 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 8 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 8 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 8 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
5 Systems - 33 Benchmark Results |
Intel Core Ultra 7 155H - MTL Swift SFG14-72T Coral_MTH - Intel Device 7e7f Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0 |
2 Systems - 24 Benchmark Results |
AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0 |
3 Systems - 24 Benchmark Results |
AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0 |
3 Systems - 55 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.8.0-40-generic - GNOME Shell 42.9 |
3 Systems - 24 Benchmark Results |
2 x AMD EPYC 9575F 64-Core - AMD VOLCANO - AMD Device 153a Ubuntu 24.04 - 6.8.12-powercap-1ah-patched - GCC 13.2.0 |
4 Systems - 24 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Ubuntu 24.10 - 6.11.0-8-generic - GNOME Shell 47.0 |
4 Systems - 24 Benchmark Results |
ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA |
4 Systems - 24 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.8.0-45-generic - GNOME Shell 42.9 |
3 Systems - 17 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Pop 22.04 - 6.8.0-76060800daily20240311-generic - GNOME Shell 42.5 |
4 Systems - 24 Benchmark Results |
Intel Core Ultra 7 256V - ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 - Intel Device a87f Ubuntu 24.10 - 6.11.0-8-generic - GNOME Shell 47.0 |
4 Systems - 24 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Ubuntu 24.10 - 6.11.0-8-generic - GNOME Shell 47.0 |
4 Systems - 24 Benchmark Results |
ARMv8 Neoverse-V2 - Pegatron JIMBO P4352 - 1 x 480GB LPDDR5-6400MT Ubuntu 24.04 - 6.8.0-45-generic-64k - NVIDIA |
3 Systems - 24 Benchmark Results |
2 x AMD EPYC 9575F 64-Core - AMD VOLCANO - AMD Device 153a Ubuntu 24.04 - 6.8.12-powercap-1ah-patched - GCC 13.2.0 |
3 Systems - 17 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Pop 22.04 - 6.8.0-76060800daily20240311-generic - GNOME Shell 42.5 |
4 Systems - 24 Benchmark Results |
AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 24.04 - 6.10.1-061001-generic - GNOME Shell 46.0 |
4 Systems - 24 Benchmark Results |
Intel Core Ultra 7 256V - ASUS Zenbook S 14 UX5406SA_UX5406SA UX5406SA v1.0 - Intel Device a87f Ubuntu 24.10 - 6.11.0-8-generic - GNOME Shell 47.0 |
4 Systems - 24 Benchmark Results |
AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.8.0-45-generic - GNOME Shell 42.9 |
3 Systems - 55 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.8.0-40-generic - GNOME Shell 42.9 |
3 Systems - 24 Benchmark Results |
AMD Ryzen AI 9 365 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0 |
2 Systems - 24 Benchmark Results |
AMD Ryzen AI 9 HX 370 - ASUS Zenbook S 16 UM5606WA_UM5606WA UM5606WA v1.0 - AMD Device 1507 Ubuntu 24.10 - 6.11.0-rc6-phx - GNOME Shell 47.0 |
1 System - 113 Benchmark Results |
2 x AMD EPYC 9755 128-Core - AMD VOLCANO - AMD Device 153a Ubuntu 24.04 - 6.8.0-45-generic - GCC 13.2.0 + Clang 18.1.3 |
1 System - 8 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 3 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 8 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |
1 System - 5 Benchmark Results |
2 x Intel Xeon Gold 6144 - Dell PowerEdge R640 08HT8T - Intel Sky Lake-E DMI3 Registers Debian GNU - 6.8.12-2-pve - ext4 |