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csa's Issues

AttributeError: 'ResNet_fe' object has no attribute 'module'

Running python train.py --cfg ./config/cifar10/cifar10_imb01.yaml displays AttributeError: 'ResNet_fe' object has no attribute 'module' on python==3.9.18. And the traceback is :

Traceback (most recent call last):
  File "xxx/CSA/CSA/train.py", line 798, in <module>
    main()
  File "xxx/CSA/CSA/train.py", line 98, in main
    main_worker(config.gpu, ngpus_per_node, config, logger, model_dir)
  File "xxx/CSA/CSA/train.py", line 338, in main_worker
    train(train_loader, balance_loader, model, classifier1, classifier2, criterion, optimizer,
  File "xxx/CSA/CSA/train.py", line 442, in train
    mask, logit = get_background_mask(model, block, classifier1, input1, target1, config)
  File "xxx/CSA/CSA/train.py", line 571, in get_background_mask
    target_layer = model.module.last_layer
  File "/opt/homebrew/anaconda3/envs/py39-troch/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1207, in __getattr__
    raise AttributeError("'{}' object has no attribute '{}'".format(
AttributeError: 'ResNet_fe' object has no attribute 'module'

Could you show the requirements.txt? Thank you so much.

关于 CSA + mixup 的参数设置

作者您好，我对于您的这项工作非常感兴趣，在阅读了文章以后尝试对您的代码进行了复现，在这其中遇到了一些问题想向您请教。在CSA+mixup 的实验中，我按照您的说明在 config 里的文件将 mixup 改为了 True，但是始终没能达到您文章里的效果，可以麻烦您指导一下 CSA + mixup 的方法的参数需要怎么设置吗，感谢！

The Question About 'Balance ratio'

Hello, thank you for your great work.

What's meaning of the term ‘Balance Ratio’ in the paper's Figure 1.

Is $N_{tail\ classes}/N_{tail\ classes}$?

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