labels = list(ld().target)
for il in list(zip(ld().images, ld().target)):
img = il[0]
label = il[1]
y = []
for p in list(img):
y += list(p)
x.append(y)
tt = [0] * 10
tt[label] = 1
t.append(tt)
c = 0
while c % 150000 != 0 or input() != "end":
y = random.sample(list(zip(x, t)), 50)
z = [n.Forward(xx[0]) for xx in y]
n.Back([tt[1] for tt in y], z)
if (c + 1) % 5000 == 0:
print(c)
y = []
for i in range(10):
j = random.randrange(10)
while ld().target[j] != i:
j = random.randrange(10)
a = n.Forward(x[j])[-1][i]
print(j, a > 0.7)
y.append(a > 0.7)
if False not in y:
print("OK")
test = [0] * 10
Sum = [0] * 10
for xx, tt in zip(x, labels):
