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which one make sense? #37

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KevinYuk opened this issue Mar 16, 2017 · 1 comment
Open

which one make sense? #37

KevinYuk opened this issue Mar 16, 2017 · 1 comment

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@KevinYuk
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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.
@raghakot
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raghakot commented Apr 1, 2017

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?

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@raghakot @KevinYuk