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Distillation degrades the accuracy #20

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lippman1125 opened this issue May 29, 2022 · 1 comment

lippman1125 commented May 29, 2022

I add distillation when training resnet18. But the Top-1 Acc degrades from 68.150 % to 67.364%。
Hyperparameters as follow:

4gpu
epochs: 90
learning_rate: 0.01
momentum: 0.9
weight_decay: 0.0001
mode: step
step_size: 20
gamma: 0.1

loss = ce_loss + 300 * distill_loss

Kyrienn commented Oct 21, 2022

Do I need to download the Imagenet/CIFAR dataset first？

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