masahi commented on pull request #6327:
URL: https://github.com/apache/incubator-tvm/pull/6327#issuecomment-678901165


   > LGTM! Could you also share the compilation time impact of hummingbird by 
tuning this option? Thanks!
   
   It's hard to say. I've only tested on my laptop, but without this change 
(unbounded fuse depth) I cannot compile for even a tiny dataset of size (20, 
10) in 1 hour. Compiling for a real world dataset is infeasible.
   
   With configurable depth, the time it takes to run `relay.build` on the 
dataset of size (20, 10) is roughly:
   * max fuse depth = 15: 1 sec
   * max fuse depth = 50: 10 sec
   


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