maybe overfitting?

[ranjiewwen]

• thanks for you code. now i am run the code .
• but i fond maybe the model overfitting.

2019-05-21 16:26:02.627367 Iter 5040: Training Loss = 0.0148, Accuracy = 1.0000
2019-05-21 16:26:07.453140 Iter 5060: Training Loss = 0.0249, Accuracy = 1.0000
2019-05-21 16:26:12.326071 Iter 5080: Training Loss = 0.0172, Accuracy = 1.0000
2019-05-21 16:26:17.227455 Iter 5100: Training Loss = 0.0552, Accuracy = 0.9800
2019-05-21 16:26:27.450521 Iter 5120: Testing Accuracy = 0.4336

• there we can see , train loss is lower and train accuracy is near 1.0 ;while the test accuracy is 0.4336 .
• later i will make some change to make test accuracy more high. I don't know if my understanding is right 。

[joelthchao]

Yes, it's obviously overfitting according to your log. You can put some regularization to prevent it.