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import tensorflow as tf
import numpy as np
# Toy problem: minimize x^2, for four different x's
all_x = np.array([-3.,-1,1,3])
all_m = np.zeros(4)
all_v = np.zeros(4)
with tf.Graph().as_default() as g: