You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Hi. I find that free adversarial training in original paper choose multistep lr.
I trained 96/8 epochs for free adversarial training with multistep lr with 1 GPU. I just got 40.8% acc for PGD-20 (eps=8). Then I trained 205/8->26 epochs for free adversarial training and I just got 42.01% acc for PGD-20 (eps=8). My initial lr is 0.1 and lr decays at [1/2* lr_steps, 3/4*lr_steps]. The model is WRN34.
Could you please help me figure out what's wrong? I also find that cifar10_std = [0.2471, 0.2435, 0.2616] in your settings. Why not cifar10_std = [0.2023, 0.1994, 0.2010]?
The text was updated successfully, but these errors were encountered:
Hi. I find that free adversarial training in original paper choose multistep lr.
I trained 96/8 epochs for free adversarial training with multistep lr with 1 GPU. I just got 40.8% acc for PGD-20 (eps=8). Then I trained 205/8->26 epochs for free adversarial training and I just got 42.01% acc for PGD-20 (eps=8). My initial lr is 0.1 and lr decays at [1/2* lr_steps, 3/4*lr_steps]. The model is WRN34.
Could you please help me figure out what's wrong? I also find that cifar10_std = [0.2471, 0.2435, 0.2616] in your settings. Why not cifar10_std = [0.2023, 0.1994, 0.2010]?
The text was updated successfully, but these errors were encountered: