@merrymercy Do you think that this is a good time to also make schedules 
serializable/package them with autotvm style configs? In the past we have had 
issues where we did not want to merge in changes to schedules because they 
would break compatibility with tophub, and now it seems that the variety of 
schedules may also change quickly as auto-schedule is changed. Instead of 
forcing schedules to be schedule, we can maybe side-step this by packaging 
schedules together with autotvm configs.

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