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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/02/22 19:12:16 UTC

[GitHub] [tvm] trevor-m commented on pull request #7483: [TOPI] Fix cuda nms handling of additional per box features

trevor-m commented on pull request #7483:
URL: https://github.com/apache/tvm/pull/7483#issuecomment-783606347


   @masahi Thank you for reviewing! The performance seems to be the same with same random variance.
   
   | Frontend | #Boxes | Without this PR | With this PR |
   |---|---|---|---|
   | Pytorch | 64 | 0.05 ms | 0.04 ms |
   | Pytorch | 1024  | 1.10 ms | 1.09 ms |
   | Pytorch | 4500 | 44.73 ms | 44.59 ms |
   | TensorFlow | 64 | 0.05 ms | 0.05 ms |
   | TensorFlow | 1024 | 0.11 ms | 0.10 ms |
   | TensorFlow | 67500 | 4.91 ms | 4.95 ms |
   
   


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