@comaniac By the way, do you know the specific reason why ops like "scatter" 
choose to implement use TIR instead of TE? 

According to my quick statistic, there are at least 13 ops in relay uses TIR as 
their implementation:

1. argwhere
2. non_max_suppression
3. scanop
4. scatter
5. scatter_nd
6. scatter_add
7. sort
8. topk
9. sparse_reshape
10. sparse
11. unique
12. proposal
13. multibox





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