The CutMix Does not work ??

clovaai / CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

MIT License

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The CutMix Does not work ?? #24

Closed liygcheng closed 4 years ago

liygcheng commented 4 years ago

When I employ CutMix, the results get worse instead. What is important to keep in mind when I use CutMix?

hellbell commented 4 years ago

@liygcheng Could you provide more details? For example, tell me what kinds of datasets and networks you used.

liygcheng commented 4 years ago

dataset: CUB_200_2011 arch: ResNet50 loss: label smooth cross entropy

hellbell commented 4 years ago

@liygcheng We also have tried to train models with CutMix on CUB-200 dataset, but we observed that CutMix improved the performance well. Maybe you should tune other hyper-parameters, such as learning rate, etc., to get optimal performance.