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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/12/23 04:58:52 UTC
[GitHub] [tvm] zxybazh opened a new pull request #9799: [M3c][MetaScheduler] Add ReplayFunc and EvolutionarySearch Strategy.
zxybazh opened a new pull request #9799:
URL: https://github.com/apache/tvm/pull/9799
This PR is part of the stage M3c of the meta schedule project (#8473).
The architecture is re-designed by Junru and Xiyou. In this PR we introduced two more variants of search strategy, replay func and evolutionary search. The ReplayFunc search strategy utilizes schedule functions to explore the search space while the evolutionary search strategy utilizes a cost model to effectively find candidates which are preferred to have high score, i.e., potentially very fast running time.
Unittests are also updated in this PR. Thanks to all co-authors for contributing!
Note: The PR currenlt includes PR #9789 and will rebase once it's merged.
Co-authored-by: Junru Shao <<j...@gmail.com>>
Co-authored-by: Bohan Hou <<3...@users.noreply.github.com>>
Co-authored-by: Ruihang Lai <<l...@qq.com>>
Co-authored-by: Hongyi Jin <<3...@qq.com>>
Co-authored-by: Wuwei Lin <<w...@apache.org>>
Co-authored-by: Siyuan Feng <<H...@sjtu.edu.cn>>
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[GitHub] [tvm] junrushao1994 commented on pull request #9799: [M3c][MetaScheduler] Add ReplayFunc and EvolutionarySearch Strategy.
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on pull request #9799:
URL: https://github.com/apache/tvm/pull/9799#issuecomment-1003492155
Please split this PR into two separate ones: ReplayFunc and EvolutionarySearch
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[GitHub] [tvm] zxybazh commented on pull request #9799: [M3c][MetaScheduler] Add ReplayFunc Search Strategy.
Posted by GitBox <gi...@apache.org>.
zxybazh commented on pull request #9799:
URL: https://github.com/apache/tvm/pull/9799#issuecomment-1005233202
Fixed as suggested, ready for review. Follow up PR later.
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[GitHub] [tvm] junrushao1994 commented on pull request #9799: [M3c][MetaScheduler] Add ReplayFunc and EvolutionarySearch Strategy.
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on pull request #9799:
URL: https://github.com/apache/tvm/pull/9799#issuecomment-1003647768
Let's rebase this PR on the latest HEAD given #9789 is merged. Then dedicate this PR to ReplayFunc only, and split evo search as another PR
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[GitHub] [tvm] junrushao1994 merged pull request #9799: [M3c][MetaScheduler] Add ReplayFunc Search Strategy.
Posted by GitBox <gi...@apache.org>.
junrushao1994 merged pull request #9799:
URL: https://github.com/apache/tvm/pull/9799
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