Thanks @areusch  for reply!

However, my maily question is that how do we express the op, like conv, in a 
subgraph. Still TE with python API or other C++ expression?

I mainly focus on the expression of the operators like conv, which programming 
in python by compute(some placeholder and lambda) and schedules. This might 
because the graph compiler is not AOT(which means not C/C++, in my mind) before 
and the operators in a graph can be expressed by python sufficiently.

Now we meet an AOT graph compiler. So is it necessary to program operators in a 
AOT way like C/C++?

I'm not sure if my understanding is wrong. Feel free to point it out. Thanks!





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