Comment by kimixa

Often not in the same way - even if there are multiple queues (that can be given a priority), they're often limited in what they can schedule between.

Often there's shared resources that are statically allocated to shaders (register space, local memory etc.) that means you often can't "just" add a new task if those shared resources are already in use. But not using those resources to their full would cause performance issues.

And the internal state of a GPU is often very large, much larger than a CPU, so suspending the current tasks, saving out their state and replace it with a "higher priotity" one can be very expensive - so often an afterthought of support at best.