In this talk, you will learn the benefits of using Versal ACAP devices for AI inference and how neural network models are mapped to the heterogeneous architecture - including AI Engine, adaptive engines, and scalar engines. We will also cover the software stack that supports inference of AI models directly from industry-standard frameworks like TensorFlow.