Performance monitoring can be done in the lab using ChipScoPy. ChipScoPy is an open-source project from AMD that enables high-level control of Versal debug IP running in hardware. Using a simple Python API, you can control and communicate with ChipScope™ debug IP such as the Integrated Logic Analyzer (ILA), Virtual IO (VIO), device memory access, and more. For detail see the ChipScoPy project page.