ROCm stack components (HIP, GPU programming models (HIP, Opencl, C++, Cuda, Python, ROCr, Multi-GPU systems, Test orchestration and reporting tools, AI tools in validation and testing, Linux-based development and debugging, Drivers, Catch2, compilers, CUDA runtime concepts, HIP runtime, Graph APIs