masahi edited a comment 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 Note that with this change, fusion is no longer a problem for compiling hummingbird models, no matter what the dataset size is. I can now compile for the dataset of size (500, 10), but (1000, 10) gives a segfault for a different reason not related to fusion. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected]
