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Comments (6)

cavalleria avatar cavalleria commented on August 18, 2024

your acc is normal

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John1231983 avatar John1231983 commented on August 18, 2024

Thanks @cavalleria but the log is unnormal.

Training Prec@1 44.824 (45.528) Training Prec@5 58.203 (57.886)

It should be 99%

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xsacha avatar xsacha commented on August 18, 2024

If training precision gets to 99%, you have overfitted the data.
It'll probably eventually hit 80-90% depending on depth if you leave it training much longer with lower learning rates, but it isn't necessary.
Your learning rate is still fairly high so I wouldn't expect high training accuracy.
If you have augmentation turned on, you can expect even lower training accuracy.

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John1231983 avatar John1231983 commented on August 18, 2024

@xsacha @cavalleria thanks your comments but I refer log from https://github.com/HuangYG123/CurricularFace
The log shows at the same epoch
Training Prec@1 99.8 (100.0) Training Prec@5 100 (100)

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xsacha avatar xsacha commented on August 18, 2024

Yeah that log looks wrong. You definitely should never get 100% training accuracy. Even close to it is bad. Your model will probably be bogus if you get 100% trained and you need to add more augmentation or training data.

The '1000' looks like a bug too.

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John1231983 avatar John1231983 commented on August 18, 2024

Sorry it is typo :)

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