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Feature_Tutorials

AIE-ML Development

See Vitis™ Development Environment on xilinx.com

Feature Tutorials

The AIE-ML Development Feature Tutorials highlight specific features and flows that help develop AIE-ML applications.

Tutorial Description
A to Z Bare-metal Flow This tutorial walks through the steps to create a custom Baremetal platform, and also integrate Baremetal host application along with an AI Engines graph and PL kernels.
Using GMIO with AIE-ML This tutorial introduces the usage of global memory I/O (GMIO) for sharing data between the AI Engine-ML (AIE-ML) and external DDR.
Runtime Parameter Reconfiguration Learn how to dynamically update AI Engine-ML (AIE-ML) runtime parameters.
Packet Switching This tutorial illustrates how to use data packet switching with AI Engine-ML (AIE-ML) designs to optimize efficiency.
AI Engine Versal Integration for Hardware Emulation and Hardware This tutorial demonstrates creating a system design running on the AI Engine-ML (AIE-ML), PS, and PL and validating the design running on these heterogeneous domains by running Hardware Emulation.
AI Engine-ML Performance Analysis Tutorial This tutorial introduces you to performance analysis and optimization methods, and shows you how synchronization works in graph execution. It also demonstrates the analysis of a hang issue using an example.
AIE Compiler Features This tutorial shares a variety of features that are useful for AI Engine / AI Engine-ML (AIE-ML) programming to create more visible and efficient code compared to early versions of the compiler.
Performance Validation in Analysis View of the Vitis Unified IDE This tutorial demonstrates throughput and latency computation after AI Engine Simulation and their analysis in the Analysis View of the Vitis Unified IDE.

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