PACT Paper: Transfer-Tuning
I was delighted to have our paper “Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation” accepted in the PACT 2022 conference in Chicago, where I was first author. You can view the paper on arXiv here, or from ACM.
I presented a 25 minute presentation on the paper in person, as well as a poster. We also submitted an artifact for review, the code for which you can find here on GitHub. Our paper received all 3 artifact evaluation stamps.
In short, transfer-tuning is an approach which allows us to achieve some of the speedups from auto-scheduling systems like Ansor, in a fraction of the search time.
For more details, please check out the full paper!