amd gpu computing 4
https://foxtrot-wiki.win/index.php/What_ROCm_10_Software_Means_for_AMD_GPU_Users
For tasks like machine learning or scientific simulations, amd gpu computing accelerates workloads by running parallel calculations across thousands of cores, often using ROCm or HIP for coding, delivering solid performance without requiring Nvidia's CUDA ecosystem.