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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2019/12/30 21:50:36 UTC
[GitHub] [incubator-tvm] anijain2305 opened a new pull request #4600:
[Relay][Convert Layout] Handling batch norm layout change.
anijain2305 opened a new pull request #4600: [Relay][Convert Layout] Handling batch norm layout change.
URL: https://github.com/apache/incubator-tvm/pull/4600
@yzhliu @trevor-m
Convert Layout pass was earlier using SimplifyInference pass as a pre-requisite to expand batch norm to simpler ops. However, @trevor-m told that TRT offloading of Relay graph works better if we keep batch norm intact in Relay. This caused a problem with Convert Layout pass that inserts layout transforms with batch norm.
This PR propagates the new layout through batch norm, preventing the insertion of layout transforms.
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[GitHub] [incubator-tvm] yzhliu commented on issue #4600: [Relay][Convert
Layout] Handling batch norm layout change.
Posted by GitBox <gi...@apache.org>.
yzhliu commented on issue #4600: [Relay][Convert Layout] Handling batch norm layout change.
URL: https://github.com/apache/incubator-tvm/pull/4600#issuecomment-569827265
Thanks @anijain2305
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[GitHub] [incubator-tvm] yzhliu merged pull request #4600: [Relay][Convert
Layout] Handling batch norm layout change.
Posted by GitBox <gi...@apache.org>.
yzhliu merged pull request #4600: [Relay][Convert Layout] Handling batch norm layout change.
URL: https://github.com/apache/incubator-tvm/pull/4600
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