GPU Profile is the starting point for analyzing most time-consuming GPU Kernels, A GPU usage based on various pre-defined GPU H/W metrics. GPU Profile uses Radeon Open Compute(ROCm) to collect profiling data and generate raw files.
The AMD Rocprofiler library provides support to monitor GPU hardware performance events when GPU kernels are dispatched and executed. The derived performance metrics are computed and reported in the CSV format (CLI) and in GUI.