Thanks for the proposal! Looks quite interesting!

Out of curiosity, 

1) The concat example you've shown where the original stage is represented in 
three blocks that seems to be assigning to the same buffer. I'm curious to know 
what if we want to move the concat (using compute_at, if possible ?) to a 
consumer of the concat's output (to some loop of the consumer), how could it be 
done ? Will it create multiple blocks there as well ?

2) Since the proposed TensorIR enables scoping of scheduling transformations in 
terms of blocks, will there be a prospect of representing a full relay graph in 
TensorIR ?





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