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AI Engine Development

See Vitis™ Development Environment on xilinx.com

Version: Vitis 2022.2

Introduction

The tutorials under the AI Engine Development help you learn how to target, develop, and deploy advanced algorithms using a Versal AI Engine array in conjunction with PL IP/kernels and software applications running on the embedded processors. In order to successfully deploy AI Engine applications in hardware, you need to be aware of the Vitis and AI Engine tools and flows.

  • The AI Engine Development Feature Tutorials highlight specific features and flows that help develop AI Engine applications.

  • The AI Engine Development Design Tutorials showcase the two major phases of AI Engine application development: architecting the application and developing the kernels. Both these phases are demonstrated in these tutorials.

These tutorials target the VCK190 board. The table below lists the tutorials available, and the features and flows showcased in all of these tutorials. The various columns correspond to specific features/flows supported in these tutorials and will help you identify tutorials that showcase specific flows and features that you are interested in.

Environment Settings

IMPORTANT: Before beginning the tutorial make sure you have read and followed the Vitis Software Platform Release Notes (v2022.2) for setting up software and installing the VCK190 base platform.

Run the following steps to setup environment ( NOT apply to tutorials that do not use the VCK190 base platform ):

  1. Set up your platform by running the xilinx-versal-common-v2022.2/environment-setup-cortexa72-cortexa53-xilinx-linux script as provided in the platform download. This script sets up the SYSROOT and CXX variables. If the script is not present, you must run the xilinx-versal-common-v2022.2/sdk.sh.
  2. Set up your ROOTFS to point to the xilinx-versal-common-v2022.2/rootfs.ext4.
  3. Set up your IMAGE to point to xilinx-versal-common-v2022.2/Image.
  4. Set up your PLATFORM_REPO_PATHS environment variable based upon where you downloaded the platform.

Feature Tutorials

Tutorial Platform OS IDE Flow Libraries Used HLS Kernel x86 simulator aie simulator SW Emu HW Emu HW Event Trace in HW Profile in HW
AI Engine A-to-Z Flow for Linux Base / Custom Linux MM2S / S2MM Yes Yes Yes Yes Yes
A to Z Bare-metal Flow Custom Baremetal Yes MM2S / S2MM Yes Yes Yes
Using GMIO with AIE Base Linux Yes Yes Yes Yes
Runtime Parameter Reconfiguration Base Linux MM2S / S2MM Yes Yes Yes
Packet Switching Base Linux MM2S / S2MM Yes Yes Yes
AIE Versal Integration Base Linux MM2S / S2MM Yes Yes Yes Yes Yes
Versal System Design Clocking Base Linux MM2S / S2MM Yes Yes Yes
Using Floating-Point in the AIE Base Linux Yes
DSP Library Tutorial Base Linux DSPLib MM2S / S2MM Variant Yes
Debug Walkthrough Tutorial Base Linux Yes Yes Yes Yes Yes Yes Yes Yes
AIE DSPLib and Model Composer Base Linux Yes DSPLib MM2S / S2MM Yes Yes
Versal Emulation Waveform Analysis Base Linux Traffic Generators Yes
AXIS External Traffic Generator Base Linux DSPLib MM2S / S2MM Yes Yes
AIE Performance and Deadlock Analysis Base Linux Yes Yes Yes Yes
Implementing an IIR Filter on the AIE Base Linux Yes Yes Yes Yes
Post-Link Recompile of an AIE Application Base Linux MM2S / S2MM Yes Yes Yes
Python and C++ External Traffic Generators for AI Engine Simulation and Emulation Flows Base Linux MM2S / S2MM / PolarClip Yes Yes Yes Yes
Using RTL IP with AI Engines Custom Linux MM2S / S2MM Yes Yes
Using Verilog Traffic Generators in AIE Simulation Base Linux Yes Yes Yes

Design Tutorials

Tutorial Platform OS IDE Flow Libraries Used HLS Kernel x86 simulator aie simulator SW Emu HW Emu HW Event Trace in HW Profile in HW
Versal Custom Thin Platform Extensible System Custom Linux MM2S / S2MM / VADD Yes Yes
LeNet Tutorial Base Linux MM2S / S2MM Yes Yes Yes Yes
Super Sampling Rate FIR Filters Base Linux Yes
Beamforming Design Base Linux Yes Yes Yes Yes
2D-FFT Base Linux DSPLib PL Data Generator and Checker Yes Yes Yes Yes
FIR Filter Base Linux DSPLib PL Data Generator and Checker Yes Yes Yes Yes
N-Body Simulator Base Linux PL Datamover Yes Yes Yes
Versal GeMM Implementation Base Linux DSPLib Datamover Yes Yes Yes Yes

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