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Posted to commits@tvm.apache.org by "MasterJH5574 (via GitHub)" <gi...@apache.org> on 2023/03/04 18:58:05 UTC

[GitHub] [tvm] MasterJH5574 opened a new pull request, #14194: Unity dev/2023 03 04 group norm

MasterJH5574 opened a new pull request, #14194:
URL: https://github.com/apache/tvm/pull/14194

   This PR introduces the group normalization high-level operator.
   
   Prior to this PR, the group normalization operations in frontend models are translated to a series of operations, which brings inconvenience when we want to optimize the group norm op as a whole.
   
   With the TOPI implementation of group norm being introduced by https://github.com/apache/tvm/pull/14193, we can now use it to legalize the high-level group norm op and optimize it using cross-thread reduction or rfactor via MetaSchedule.
   
   Full implementation credit goes to Bohan.
   
   Co-authored-by: Bohan Hou <sp...@gmail.com>


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[GitHub] [tvm] tvm-bot commented on pull request #14194: Unity dev/2023 03 04 group norm

Posted by "tvm-bot (via GitHub)" <gi...@apache.org>.
tvm-bot commented on PR #14194:
URL: https://github.com/apache/tvm/pull/14194#issuecomment-1454841728

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[GitHub] [tvm] tvm-bot commented on pull request #14194: Unity dev/2023 03 04 group norm

Posted by "tvm-bot (via GitHub)" <gi...@apache.org>.
tvm-bot commented on PR #14194:
URL: https://github.com/apache/tvm/pull/14194#issuecomment-1454841734

   <!---bot-comment-->
   
   Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from [Reviewers](https://github.com/apache/incubator-tvm/blob/master/CONTRIBUTORS.md#reviewers) by @-ing them in a comment.
   
   <!--bot-comment-ccs-start-->
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   <sub>Generated by [tvm-bot](https://github.com/apache/tvm/blob/main/ci/README.md#github-actions)</sub>


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[GitHub] [tvm] tqchen merged pull request #14194: [Unity][Op] Group normalization

Posted by "tqchen (via GitHub)" <gi...@apache.org>.
tqchen merged PR #14194:
URL: https://github.com/apache/tvm/pull/14194


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