Thanks @comaniac. 

It would be great if people can discuss a bit more in terms of API choices. I 
think we achieved the proposed goals. 

Specifically, here are some "complains" I have by quickly looking into the API:

- select.py was a bit confusing(it reminds me of select API of socket 
networking, but it is not?)
   - It is more like a annotation API that annotates the tasks, can we treat it 
as a pass over the set of tasks(if that is what we want 
- The depend field in the autotvm should be documented, and we need to think 
about a better name (Seems the current specified behavior is to stop tuning x) 
and make use of dependent data

I do not have time too think too deep into this. but perhaps others can do a 
review and discuss the possible candidates?


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