Developing AI Inference Solutions with the Vitis AI Platform
Course Details
Length:
19 Hours
Number of Labs:
5
Number of Chapter:
17
Current Version:
2021.2
Number of Demos:
1
Overview
This content describes how to use the Vitis™ AI development platform in conjunction with DNN algorithms, models, inference and training, and frameworks on cloud and edge computing platforms.
The emphasis of this course is on:
Illustrating the Vitis AI tool flow
Utilizing the architectural features of the Deep Learning Processor Unit (DPU)
Optimizing a model using the AI quantizer and AI compiler
Utilizing the Vitis AI Library to optimize pre-processing and post-processing functions
Creating a custom platform and application
Deploying a design
Providing an overview of the Xilinx Kria K26SOM and its advantages
