cchung100m opened a new pull request, #19626:
URL: https://github.com/apache/tvm/pull/19626

   Hi Committers,
   
   This PR is trying to fix issues #19542. Any suggestions would be appreciated 
if you are available.
   
   ### Root cause:
   FP to INT lowering can be implementation-defined or UB for NaN/Inf and 
extreme floats, producing backend-dependent results versus ONNX Runtime.
   
   ### Solution:
   Apply a minimal, deterministic frontend sanitization for float to integer 
Casts: map NaN and ±Inf to 0.0 before astype. This prevents NaN/Inf from 
reaching backend fptosi/fptoui lowers and yields stable behavior across targets.


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