You can debug all designs targeting AI Engine-ML and AI Engine-ML v2 devices from within the Vitis IDE.
For more details on debugging the AI Engine-ML and AI Engine-ML v2 applications, refer to Profiling and Debugging the Application in the Data Center Acceleration using Vitis (UG1700).