yeah, I also remember being annoyed by this int32 vs int64 issue.  I sent some 
PRs below but I don't have a good solution.

https://github.com/apache/incubator-tvm/pull/4573
https://github.com/apache/incubator-tvm/pull/4528

Fortunately now that we have PyTorch frontend, and I don't need to deal with 
other frameworks, I'm not using ONNX any more. I recommend switching to Torch 
frontend if that is also an option for you.





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