Revision History - 3.0 English

Vitis AI Optimizer User Guide (UG1333)

Document ID
UG1333
Release Date
2023-01-12
Version
3.0 English

The following table shows the revision history for this document.

Section Revision Summary
01/12/2023 Version 3.0
Pruning Updated Overview and added a new section on Fine-grained Pruning.
Working with the Vitis AI Optimizer Added a new section on Fine-grained Pruning and a new API called pytorch_nndct.SparsePruner.
06/15/2022 Version 2.5
Pruning Updated Once-for-All (OFA) and Supported Frameworks and Features.
Working with the Vitis AI Optimizer Updated PyTorch Version - vai_p_pytorch.
Example Networks Updated TensorFlow2 Examples and PyTorch Examples. Removed Caffe and Darknet examples.
01/20/2022 Version 2.0
Pruning Added Once-for-All (OFA).
Working with the Vitis AI Optimizer

Added TensorFlow (2.x) Version – vai_p_tensorflow2.

Added Once-for-All (OFA) for PyTorch.

Added new APIs to vai_p_pytorch APIs.

10/29/2021 Version 1.4.1
Example Networks Updated VGG16 and ResNet18.
07/22/2021 Version 1.4
Working with the Vitis AI Optimizer Updated chapter.

Added Keras Model.

Example Networks Added ResNet50.
02/03/2021 Version 1.3
Darknet Version Added Preparing Training Dataset section.
12/17/2020 Version 1.3
Entire document Minor changes.
PyTorch Version - vai_p_pytorch Added new section.
Example Networks Added PyTorch Examples.
07/07/2020 Version 1.2
Entire document Minor changes.
03/23/2020 Version 1.1
Entire document Minor changes.
Vitis AI Optimizer License Added new topic