zhreshold commented on issue #9185: Gluon provided ResNet does not get desirable accuracy on CIFAR10 URL: https://github.com/apache/incubator-mxnet/issues/9185#issuecomment-357066788 @fedorzh I have switched to ImageRecordIter with cifar_train.rec just like https://github.com/tornadomeet/ResNet/blob/master/symbol_resnet.py you mentioned, with gluon model, I got ~95% validation acc. So it's not the problem with gluon model, but the way to apply data augmentation. With that confirmed, using Dataloader with proper transformation can also achieve good accuracy IMO.
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