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Is there any tricks for training #11

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leochli opened this issue Aug 21, 2017 · 1 comment
Open

Is there any tricks for training #11

leochli opened this issue Aug 21, 2017 · 1 comment

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@leochli
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leochli commented Aug 21, 2017

Hi @shicai ,
I followed Resnet policy for training Densenet-121 yet get 72% for top1, I'd be appreciated if there is any tricks to share to reach the paper acc.
Btw due to the GPU limit, I could only train with a batchsize 64.
Thx!

@shicai
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shicai commented Aug 21, 2017

It is not difficult to train DenseNet.
Just make sure your settings are exactly the same as those in the paper.
If training with a mini-batch of 64 images, you'd better change your initial lr from 0.1 to 0.025.

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