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Comments (6)

yunxiaoshi avatar yunxiaoshi commented on August 20, 2024

As you say, the implementation is strictly mirrored from the paper, if you take a closer look you will see that the implementation is correct.

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VoVAllen avatar VoVAllen commented on August 20, 2024

Sorry for the mistake. I realized it's right. Thanks!
Another minor problem I found is Dropout. Due to pytorch features, you need to explicit call model.eval() in valuation and test period to turn the Dropout into right mode to get right forward result.

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yunxiaoshi avatar yunxiaoshi commented on August 20, 2024

Fixed the dropout issue
I didn't see any typo that you mentioned

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VoVAllen avatar VoVAllen commented on August 20, 2024

可能是我看错了……应该没有typo……

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VoVAllen avatar VoVAllen commented on August 20, 2024

Also I see you might also need to add model.eval() at valuation period

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luqiang360 avatar luqiang360 commented on August 20, 2024

https://github.com/kentsyx/Neural-IMage-Assessment/blob/9c50b3e384a88a8afdc00333d01656be5526bfed/model.py#L36

The EMD loss still seems to be wrong, my opinion is the sum operation should be inside of torch.abs

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