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RobertBiehl avatar RobertBiehl commented on August 16, 2024 3

Hi @ameyparanjape, this error doesn't seem too bad, as you can see the results are indeed almost equal.
You'd just need to increase the allowed error a bit in this line

https://github.com/RobertBiehl/CLIP-tf2/blob/main/converter/convert.py#L233

E.g. changing assert np.abs(torch_probs - tf_probs).sum() < 1e-3 to assert np.abs(torch_probs - tf_probs).sum() < 1e-2.
Small numerical differences are expected between PyTorch and TF.

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ameyparanjape avatar ameyparanjape commented on August 16, 2024 2

Thank you for replying @RobertBiehl , indeed I was able to get past that changing the threshold to 1e-2. Just wanted to check if there is anything else that I was missing.

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