amd rocm platform 2
https://mighty-wiki.win/index.php/Reducing_PUE:_Practical_Steps_for_Data_Center_Efficiency
AMD ROCm is an open-source software platform designed for GPU computing, letting developers tap into AMD Radeon and Instinct hardware for tasks like AI training and scientific simulations. It provides tools like HIP to port CUDA code, making it a practical choice for high-performance workloads without vendor lock-in.