Libraries and Samples - 1.4.1 English

Vitis AI Library User Guide (UG1354)

Document ID
Release Date
1.4.1 English

TensorFlow Framework

The Vitis™ AI contains the following neural network libraries based on the TensorFlow framework:

PyTorch Framework

The Vitis™ AI supports the following type of neural network libraries based on the PyTorch framework.

The related libraries are open source and can be modified as needed. The open source codes are available on GitHub.

The Vitis™ AI Library provides image test samples and video test samples for all the above networks. In addition, the kit provides the corresponding performance test program. For video based testing, we recommend to use raw video for evaluation. Decoding by software libraries on Arm® processors may have inconsistent decoding time, which may affect the accuracy of evaluation.

Note: For Edge devices, all the sample programs can only run on the target side but they can be cross compiled on the host side or compiled on the target side.