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chrysts / dsn_fewshot

MIT License
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Test on the miniimagenet dataset #4

Closed Wang01l closed 3 years ago

Wang01l commented 3 years ago

Hello, thanks for your great work first. When I run the test_subspace_discriminative in Conv4 on the miniimagenet dataset. The result is that:

{'data_path': '/media/ubuntu/460CFEF50CFEDEBD/wl/CovaMNet-master/dataset/mini-imagenet/For_FewShot/',
 'gpu': '0',
 'lamb': 5,
 'max_epoch': 600,
 'query': 15,
 'save_epoch': 100,
 'save_path': './save/subspace-5w5sdiscriminative/max-acc.pth',
 'shot': 1,
 'subspace_dim': 0,
 'test_way': 5,
 'train_way': 5}
using gpu: 0
 TEST loss=1.2516 acc=0.4917 maxacc=0.0000

I want to know if this result is correct, or what other parameters I need to add during the run. Thanks in advance for your help.

chrysts commented 3 years ago

Hi Wang01l,

Is that the test acc on the validation or test set?

There are two things that you can try:

  1. args.subspace_dim=2
  2. args.lamb = 0.01