if not os.path.exists("attack_arrays_0%"):
os.makedirs("attack_arrays_0%")
# load attack
from attack import Attack
sys.path.append("./attack-master")
adversary = Attack(model, eot_iter=args.eot,norm=args.norm, eps=args.epsilon, restarts = args.restarts, attacks_to_run=args.attacks_to_run)
l = [x for (x, y) in test_loader]
x_test = torch.cat(l, 0)
l = [y for (x, y) in test_loader]
y_test = torch.cat(l, 0)
# cheap version
if args.cheap:
adversary.cheap()
# plus version
if args.plus:
adversary.plus = True
if args.take_threshold_from_file:
THRESHOLD = '../threshold.txt'
log_file = open(THRESHOLD,'r')
mssg = int(log_file.read())
print("Taking the threshold value from the threshold file")
print("The threshold value is:",int(mssg)+1)
args.threshold = int(mssg)+1
with torch.no_grad():
if not args.individual:
