masahi commented on issue #12524:
URL: https://github.com/apache/tvm/issues/12524#issuecomment-1224757199

   hmm maybe argmax got fixed, but the raw outputs should still be different. 
   
   First, please run the test in 
https://github.com/apache/tvm/blob/f64a3bda253f4220d66eeb3348f93f486392cb8e/tests/python/frontend/pytorch/test_forward.py#L809-L814
 to make sure that the existing test passes
   
   Second, try to find an input that causes the numerical issue and use that in 
the new test case. The new implementation should pass the test for such input. 
If it doesn't, you need to figure out what is still off from the PT 
`log_sigmoid`.
   
   > how does onnx frontend handle it?
   I think PT's ONNX exporter decomposes `log_sigmoid(x)` into 
`log(sigmoid(x))`, so there is nothing we can do about it.


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