cpu gpu integration 9
https://kilo-wiki.win/index.php/How_AI_Developer_Tools_Are_Reshaping_the_Machine_Learning_Workflow
Modern computing is blurring the line between CPUs and GPUs, with architectures like AMD's APU or Intel's integrated graphics combining both onto a single chip. This integration lets the CPU handle general tasks while the GPU accelerates parallel workloads like gaming or video editing, all without needing a separate graphics card. It's a space-saving, power-efficient approach that makes laptops and compact PCs more versatile, though high-end gaming or rendering still benefits from dedicated har…