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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2022/11/08 13:58:09 UTC

[GitHub] [tvm] ibsidorenko opened a new pull request, #13323: [FQ2I] Disable rewrite of avg_pool2d op

ibsidorenko opened a new pull request, #13323:
URL: https://github.com/apache/tvm/pull/13323

   This commit fixes the following issue:
   For the sequence of ops qnn.dequantize -> avg_pool2d -> conv2d -> qnn.quantize FQ2I pass inserts qnn.requantize (or cast) to int32 unconditionally before avg_pool2d. As a result fake quantized qnn.conv2d gets input as int32 dtype, but it is forbidden for qnn.conv2d (supports only uint8/int8/int16).
   This commit disables such behavoir and support int8/uint8 as input dtype for avg_pool2d in compute function.
   
   Also this commit fixes bug[#12381](https://github.com/apache/tvm/issues/12381).


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[GitHub] [tvm] ibsidorenko closed pull request #13323: [FQ2I] Disable rewrite of avg_pool2d op

Posted by GitBox <gi...@apache.org>.

ibsidorenko closed pull request #13323: [FQ2I] Disable rewrite of avg_pool2d op
URL: https://github.com/apache/tvm/pull/13323


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[GitHub] [tvm] tvm-bot commented on pull request #13323: [FQ2I] Disable rewrite of avg_pool2d op

Posted by GitBox <gi...@apache.org>.

tvm-bot commented on PR #13323:
URL: https://github.com/apache/tvm/pull/13323#issuecomment-1307261700

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