MichaelJKlaiber commented on PR #12087:
URL: https://github.com/apache/tvm/pull/12087#issuecomment-1203599874
Thanks to all the reviewers for the thorough reviews and the great
suggestions and comment that improved UMA!
@manupa-arm @areusch @sunggg @cbalint13 @kslavka @lhutton1
We integrated the vast majority of the requests in this review into the PR.
There were many **great suggestion** that we hadn't considered before, but
improved the overall quality of the UMA contribution, e.g.
- Tutorial as RST for gallery
- Adding a case test case where the TVM default pipeline and the UMA
pipeline are both used
- ...
This PR has been open for a quite long time now, it has improved steadily
and we feel that it is ready now. **Please let us know you thoughts.**
There are a couple of (small) things we left out for the is PR, and would
ask for you opinion to move it to (very near future) PRs:
- move OutlineCompilerFunctionsMutator out of UMA @areusch @manupa-arm
- replace AOTTestRunner by project API @manupa-arm
- annotations of UMALower._operator_strategies @lhutton1
(these steps will be moved to the tracking issue, for the case that the PR
is granted)
Further steps see current tracking issue
https://github.com/apache/tvm/issues/11260
CC: @SebastianBoblest @UlrikHjort
It is also great that WE as a community identified items where further
discussion is required, e.g.:
- UMA CLI / tvmc integration
- Demo use-cases, e.g. running BERT on Ethos-U with UMA
- ...
I'd move them to an updated version of the UMA RFC or the discussion forum
Thanks to everyone contributing to UMA, esp @cgerum @PaulPalomeroBernardo
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