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Can not get repo reported accuracy for cifar10@40.5
See original GitHub issueI am following the repo instruction and keep the original code, and run command
python train.py --dataset cifar10 --num-labeled 40 --arch wideresnet --batch-size 64 --lr 0.03 --expand-labels --seed 5 --out results/cifar10@40.5
But I can not get the reported accuracy, from the acc curve, we can see the model reach 90.49% accuracy at 100th epoch, but I can only get around 76%.
Can you help me figure it out?
Issue Analytics
- State:
- Created 3 years ago
- Comments:5 (2 by maintainers)
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If you let it train for more epochs it will catch up with the reported (with maybe a slightly less best accuracy but still a lot better than the paper’s).
@Kyfafyd hello，do you reproduce the performance for cifar10@40.5？ I also get around 77% accuracy at 100th epoch.