Futhark Addresses GPU Bottlenecks with New Attribute

Futhark developers introduced the #[cpu_function] attribute to manage memory placement between CPU and GPU backends. This allows complex, sequential algorithms, like distance-2 coloring, to run on the CPU while leveraging GPU parallelism elsewhere. The attribute forces CPU compilation and memory residency for specific functions.