Revision History - 3.5 English

Vitis AI Library User Guide (UG1354)

Document ID
UG1354
Release Date
2023-06-29
Version
3.5 English

The following table shows the revision history for this document.

Section Revision Summary
06/29/2023 Version 3.5
Introduction Added Vitis AI Library v3.5 Release Notes section.
Installation Updated the entire chapter.
Libraries and Samples Added three new libraries including YOLOv7 Detection, YOLOv8 Detection and 2DUnet.
Programming Examples Updated Developing with the ONNX Runtime chapter.
Performance Updated the performance data for all the platforms.
API Reference Updated the API References.
01/12/2023 Version 3.0
Introduction Added Vitis AI 3.0 release notes.
Installation Update the entire chapter.
Libraries and Samples Added six new libraries including Monodepth2, BEVDet Detection, cFlownet, and YOLOv6 Detection.
Programming Examples Added Developing with the ONNX Runtime Engine API.
Performance Updated the performance data for all the platforms.
API Reference Updated the API References.
06/15/2022 Version 2.5
Introduction Added Vitis AI Library 2.5 Release Notes section.
Installation Update the entire chapter.
Libraries and Samples Added five new libraries including OCR, Textmountain Detection, Vehicle Classification, OFA_YOLO Detection, EfficientDet_D2 and Movenet Detection.
Programming Examples

Added Developing with Vitis AI API_1

Updated the Implementing and Registering Custom Operators section.

Updated the Using the xdputil Tool section.

Application Demos Update the whole chapter
Performance Updated the performance data for all the platforms.
API Reference Updated the API References.
01/20/2022 Version 2.0
Introduction Added Vitis AI Library 2.0 Release Notes section.

Updated the block diagram in the Overview section.

Installation Update the whole chapter.
Libraries and Samples Added six new libraries including YOLOX Detection, Polyp Segmentation, UltraFast Road Line Detection, CLOCs, SOLO and FairMot.

Added Model Accuracy Test.

Programming Examples Added the Implementing and Registering Custom Operators section.

Updated the Using the xdputil Tool section.

Performance Updated the performance data for all the platforms.
API Reference Updated the API References.
07/22/2021 Version 1.4
Introduction Added Vitis AI Library 1.4 Release Notes section.

Updated the block diagram in the Overview section.

Installation Updated the installation instructions.
Libraries and Samples Added eight new libraries including PointPainting, PointPillars_nuscenes, MultiTask V3, and SA-Gate Segmentation.
Programming Examples Added the Developing with Vitis AI API_3 (Graph Runner) section.

Added the Using the xdputil Tool section.

Performance Updated the performance data for all the platforms.
API Reference Updated the API References.
02/03/2021 Version 1.3
Entire document Updated links.

Updated the performance data in the Performance chapter.

12/17/2020 Version 1.3
Introduction Added the AMD Vitis™ AI Library 1.3 Release Notes.

Updated the block diagram in the Overview section

Installation Update the whole chapter.
Libraries and Samples Added eight new libraries including Retinaface, Face Quality, Hourglass Pose Detection, and PointPillars.
Performance Updated the performance data for all the platform.
API Reference Updated the API References.
07/21/2020 Version 1.2
Entire document Minor changes
07/13/2020 Version 1.2
Introduction Added Vitis AI Library 1.2 Release Notes.

Updated the block diagram in the Overview section

Installation Update the whole chapter.
Libraries and Samples Added manipulation methods for multiple elf models.

Added Face Recognition, Plate Detection, Plate Recognition, and Medical Segmentation.

Programming APIs Updated this chapter and all the APIs are introduced as appendices in this document.
Performance Added the performance data of U280 and U50LV

Updated the performance data of U50, ZCU102, and ZCU104

03/23/2020 Version 1.1
Introduction Added Vitis AI Library 1.1 Release Notes.
Installation Added content for data center operation.

Updated the Setting Up the Host section.

Performance Added the performance data of U50
04/29/2019 Version 1.0
Initial release. N/A