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Published 20 hours ago • verified publisher icon raghakot

which one make sense?

Open KevinYuk opened this issue 7 years ago • 1 comments

Hi,

I port the resnet18 model from caffe to keras. Test is on CIFAR10. The convergence curve is below. The accuracy has also reached ~84%. But the curve is strange. Does it make sense? image

And I have already recreate the keras-resnet here by CIFAR18: image

Thanks a lot.

KevinYuk avatar Mar 16 '17 01:03 KevinYuk

For the first one, it looks like it might be overfitting after epoch 30 ish... I would try lowering learning rate.

The second one looks better imo. Did you drop the learning rate around 45th epoch?

raghakot avatar Apr 01 '17 04:04 raghakot