diff --git a/ganimation/solver.py b/ganimation/solver.py
index 37ab391..e079386 100644
--- a/ganimation/solver.py
+++ b/ganimation/solver.py
@@ -420,7 +420,7 @@ class Solver(Utils):
                         # img = regular_image_transform(Image.open(images_to_animate_path[idx])).unsqueeze(0).cuda()
 
                         # Wrong Class
-                        x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets[0, :].unsqueeze(0).cuda())
+                        # x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets[0, :].unsqueeze(0).cuda())
 
                         # Joint Class Conditional
                         # x_adv, perturb = pgd_attack.perturb_joint_class(image_to_animate, black, targets[:, :].cuda())
@@ -434,11 +434,11 @@ class Solver(Utils):
                     targets_au = targets[target_idx, :].unsqueeze(0).cuda()
 
                     # Normal Attack
-                    # x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets_au)
+                    x_adv, perturb = pgd_attack.perturb(image_to_animate, black, targets_au)
 
                     # x_adv, perturb = x_advs[target_idx]
 
-                    x_adv = image_to_animate + perturb
+                    # x_adv = image_to_animate + perturb
 
                     # No Attack
                     # x_adv = image_to_animate