This commit is contained in:
Nataniel Ruiz
2019-12-23 17:07:48 -04:00
parent b741dc2827
commit 598606ffa1
+4 -2
View File
@@ -571,7 +571,9 @@ class Solver(object):
def test_attack(self):
"""Translate images using StarGAN trained on a single dataset."""
layer_dict = {0: 2, 1: 5, 2: 8, 3: 9, 4: 10, 5: 11, 6: 12, 7: 13, 8: 14, 9: 17, 10: 20}
for layer_num_orig in range(11):
# Load the trained generator.
self.restore_model(self.test_iters)
@@ -601,7 +603,7 @@ class Solver(object):
x_real = x_real.to(self.device)
c_trg_list = self.create_labels(c_org, self.c_dim, self.dataset, self.selected_attrs)
layer_num = (layer_num_orig + 1) * 3 - 1
layer_num = layer_dict[layer_num_orig]
pgd_attack = attacks.LinfPGDAttack(model=self.G, device=self.device, feat=layer_num)
# Translate images.