[Subtask]: Generalize TaskRuntime to support more task types that can be delegated to the optimizer. #3237
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Description
Right now TaskRuntime is only for optimizing running tasks.
To make plan, commit and evaluate tasks all delegated to optimizers, TaskRuntime need to be generalized.
Parent issue
#2596
Are you willing to submit PR?
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