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y = tf.multiply(a, b) # multiply the symbolic variables
can not be runed in my computer
maybe
y = tf.mul(a, b) # multiply the symbolic variables
is better

y = tf.multiply(a, b) # multiply the symbolic variables  
can not be runed in my computer
maybe 
y = tf.mul(a, b) # multiply the symbolic variables
is better
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