@Jiali

For the problem of the slow compilation of LSTM, you can open another post for 
it.
I imagine that you are unfolding the LSTM cells so the relay program is very 
long.
Since relay supports control flow, you do not need to unfold all of them. You 
can open another post to ask how to do this. (cc @junrushao1994 @MarisaKirisame 
@jroesch).  

For the auto-scheduler error you get, we are aware of this. @comaniac is 
working to fix this problem (i.e. the number of valid initial population is 
zero).

I do not recommend you to use the auto-scheduler in this way.
You should build a relay program with control flow, and then use the relay 
integration of auto-scheduler (which will be upstreamed later).





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