[GitHub] [tvm] ibsidorenko opened a new pull request, #11210: [QNN] Enable constant folding for QNN operations

[GitBox <gi...@apache.org>]

ibsidorenko opened a new pull request, #11210:
URL: https://github.com/apache/tvm/pull/11210

   This PR is an attempt to revive [PR#9164](https://github.com/apache/tvm/pull/9164) . It enables folding of constants for QNN operations. Motivation to have this feature is BYOC use cases.
   
   One important thing: for the case when we call `FoldConstant` before `FakeQuantizationToInteger` pass, we can prevent FQ2I from converting some ops to qnn equivalent. To avoid this, callback argument was added in `FoldConstant` pass that allows to skip expressions from folding.
   
   Co-authored-by: Alexander Peskov <pe...@gmail.com>
   


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[GitHub] [tvm] ibsidorenko closed pull request #11210: [QNN] Enable constant folding for QNN operations

[GitBox <gi...@apache.org>]

ibsidorenko closed pull request #11210: [QNN] Enable constant folding for QNN operations
URL: https://github.com/apache/tvm/pull/11210


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