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The result on ResNet18 is frustrating #42

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iamhankai opened this issue Apr 1, 2020 · 1 comment

iamhankai commented Apr 1, 2020 •

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Hi Ildoo, thank you for sharing great code.

I tried ResNet18 on ImageNet, but the result is not good. Have you ever experimented on ResNet18, or do you have any suggestions?

Hyperparameters: SGD with linear lr=0.4, batch=1024, weight decay=1e-4, epochs=120.

method	top1
baseline	70.68
fast aa	70.22

The learning curves:

Contributor

ildoonet commented Apr 11, 2020

There is a bug with learning rate scheduler with recent version of pytorch. I fixed it so you can try again.

Also I will look into this problem as soon as I can.

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