Add tolerance args to CheckONNXModel.py #3024
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Signed-off-by: Alexandre Eichenberger <alexe@us.ibm.com>
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Jenkins Linux s390x Build #16062 [push] Add tolerance args to Ch... started at 19:55 |
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Jenkins Linux amd64 Build #16060 [push] Add tolerance args to Ch... started at 18:55 |
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Jenkins Linux ppc64le Build #15089 [push] Add tolerance args to Ch... started at 20:11 |
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Jenkins Linux amd64 Build #16060 [push] Add tolerance args to Ch... passed after 1 hr 21 min |
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Jenkins Linux s390x Build #16062 [push] Add tolerance args to Ch... passed after 1 hr 28 min |
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Jenkins Linux ppc64le Build #15089 [push] Add tolerance args to Ch... passed after 2 hr 34 min |
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Added
--rtol=xand--atol=yto CheckONNXModel.py.So for example, if you wanted to check the accuracy of a code running on CPU vs accelerator, you would launch the following command
where
-mis to give the model name,-ris the reference compile parameters,-ais the additional parameters to be tested for the test compilation (you can use the-tto give an entirely different compiler options), and the last 2 parameters are used to pass the absolute and relative tolerance used to verify the equivalence of the reference-compiled-run vs test-compiled-run.