Improve the optimization example
The optimization example's Python module needs some improvement:
- Where did the initial search space come from? List where the points come from
- Explain the
reprioritize_queue
function better. E.g., what is the shape of thetask_queue
- Break the example into multiple distribution styles. Start with "batch" and then show an asyncrhonous implementation, then perhaps a "ML needs dedicated resources" example. Create them as a subdirectory.
Make it clear that the reprioritize_queue
function need not be used by all examples.
Let's see if the other implementations of example end up using it.