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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2023/01/12 01:17:55 UTC

[GitHub] [tvm] chunit-quic opened a new pull request, #13767: [Relay][Frontend] Span Filling ONNX

chunit-quic opened a new pull request, #13767:
URL: https://github.com/apache/tvm/pull/13767

   - Set node name as the source name of span during the conversion of ONNX model.
   - Assign node name to a node based on op type when it is empty.
   - To get the reference of renamed nodes. Add a function to export the ONNX model after conversion.
   - Add structural_equal comparisons with and without set_span to the existing test cases.
   - Add span test cases for frequent conversions.
   - Add span test case for exporting model parameter.


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[GitHub] [tvm] tvm-bot commented on pull request #13767: [Relay][Frontend] Span Filling ONNX

Posted by GitBox <gi...@apache.org>.
tvm-bot commented on PR #13767:
URL: https://github.com/apache/tvm/pull/13767#issuecomment-1379687063

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[GitHub] [tvm] chunit-quic commented on pull request #13767: [Relay][Frontend] Span Filling ONNX

Posted by GitBox <gi...@apache.org>.
chunit-quic commented on PR #13767:
URL: https://github.com/apache/tvm/pull/13767#issuecomment-1379687912

   Hi community,
   
   This is a part of the RFC, TVM Explorer Infrastructure. After this PR, the source node information of ONNX will be tagged to the converted relay. 
   Note that the node names might not exist in the some model. Therefore we did the following changes for span mapping:
   
   1. Assign new node names based on their op types when they are missing during the conversion.
   2. Add a parameter to from_ONNX to export the model after the conversion.
   
   Node names of the exported model can be a reference to the source_names of spans. Feel free to give us any comment. Thank you! :D
   
   For your reference, here is the related links.
   [PreRFC in forum](https://discuss.tvm.apache.org/t/pre-rfc-tvm-explorer-infrastructure/13457/24)
   [apache/tvm-rfcs#92](https://github.com/apache/tvm-rfcs/pull/92)
   [#13116](https://github.com/apache/tvm/issues/13116)
   [@haowhsu-quic](https://github.com/haowhsu-quic), [@zack-ch](https://github.com/zack-ch)


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[GitHub] [tvm] masahi merged pull request #13767: [Relay][Frontend] Span Filling ONNX

Posted by GitBox <gi...@apache.org>.
masahi merged PR #13767:
URL: https://github.com/apache/tvm/pull/13767


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