Fixing Wide ResNet

Cover Image for Fixing Wide ResNet

Correct implementation of Wide ResNets (compared to other found on github).

Top1 Cifar10 for WRN 28x10 dropout=0.3


Augmentation strategy Top1 accuracy
padding 4 & crop, random horizontal flip 95.77%
+ Random Erase 96.84%
+ RE+RandAugment 97.27%
+ RE+RA+CutMix 97.28%