I added a section on PassUpDomain's limitations, and made a pull request 
#[3040](https://github.com/dmlc/tvm/pull/3040).

@YuanLin, I didn't end up including the content on threads. I think it would be 
helpful to add more explanation of basic thread concepts, to help the reader 
understand why the relaxation decision is affected by storage scope and attach 
paths.





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