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fix(eval-sde-adv): classifier not switched to eval mode (+1 more) #31

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fix(eval-sde-adv): classifier not switched to eval mode (+1 more) #31

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4 changes: 2 additions & 2 deletions eval_sde_adv.py
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Original file line number Diff line number Diff line change
Expand Up @@ -112,7 +112,7 @@ def eval_autoattack(args, config, model, x_val, y_val, adv_batch_size, log_dir):

# ---------------- apply the attack to classifier ----------------
print(f'apply the attack to classifier [{args.lp_norm}]...')
classifier = get_image_classifier(args.classifier_name).to(config.device)
classifier = get_image_classifier(args.classifier_name).to(config.device).eval()
adversary_resnet = AutoAttack(classifier, norm=args.lp_norm, eps=args.adv_eps,
version=attack_version, attacks_to_run=attack_list,
log_path=f'{log_dir}/log_resnet.txt', device=config.device)
Expand Down Expand Up @@ -166,7 +166,7 @@ def eval_stadv(args, config, model, x_val, y_val, adv_batch_size, log_dir):

# apply the attack to resnet
print(f'apply the stadv attack to resnet...')
resnet = get_image_classifier(args.classifier_name).to(config.device)
resnet = get_image_classifier(args.classifier_name).to(config.device).eval()

start_time = time.time()
init_acc = get_accuracy(resnet, x_val, y_val, bs=adv_batch_size)
Expand Down