Accuracy on validation set

[aurooj]

Hi @rosinality, Great job! Is the accuracy you reported for training set?

I got 96.xx% accuracy on train data, and the avg. accuracy on validation set is 85.9%.

[rosinality]

Reported value is valid set accuracy. I remember that I haven't experienced severe overfitting...

[aurooj]

Thanks for your reply. Oh okay, I will train it again and will try early stopping.

[geyang]

@aurooj thanks for this helpful issue! did you have to do anything special to get the validation error up?

[zyong812]

I run the original code, and also only achieve ~85% acc on val set. Then I remove EMA trick, and the validation acc becomes ~93.5%, still much lower than the reported....