lay1 = Layer(init_vect, 3)
lay2 = Layer(lay1.out_vect, 20)
lay3 = Layer(lay2.out_vect, 1)
printmod = rounds / 1000
x = list(range(0, 1000))
y = [0] * 1000
for i in range(rounds):
#init_vect = np.array([[random.randint(0,1)], [random.randint(0,1)]])
#out_desired_bool = bool(init_vect[0]) == bool(init_vect[1])
#out_desired = np.array([[int(out_desired_bool)]])
#out_desired = init_vect
init_vect = np.array(random.uniform(0.2, 0.9))
out_desired = np.array(float(init_vect)**2)
lay1.set_in(init_vect)
lay2.set_in(lay1.out_vect)
lay3.set_in(lay2.out_vect)
out_val = lay3.out_vect
err = float(err_eval(out_desired, out_val))
#out_desired = bool(init_vect[0]) != bool(init_vect[1])
#out_desired = int(out_desired)
if i % printmod == 0:
y[int(i / printmod)] = err
print("%s pct done" % int(100 * i / rounds))
print(err)
del_3 = del_func_top(out_desired, out_val)
