In [11]:

    

import tensorflow as tf
a = tf.multiply(2, 2,)
b = tf.multiply(3, 3,)
c = tf.multiply(4, 4,)
d = tf.multiply(2,2,)
e = tf.multiply(d,3,)
f = tf.multiply(2,3,)
g = tf.multiply(f,4,)
h = tf.multiply(2,2,)
i = tf.multiply(h,4,)
j = tf.add(a,b,)
k = tf.add(j,c,)
l = tf.subtract(e,k,)
m = tf.subtract(l,g,)
n = tf.subtract(m,i,)



with tf.Session() as sess:
    writer = tf.summary.FileWriter("/tmp/tboard/output_h2", sess.graph)
    print(sess.run(n))
    writer.close()


    

    




-57

In [9]:

    

import tensorflow as tf
a = tf.multiply(4,4,)
b = tf.multiply(3, 3,)
c = tf.add(16, 9,)
d = tf.multiply(4, a,)
e = tf.multiply(d, b,)
b = tf.subtract(b, e,)

with tf.Session() as sess:
    writer = tf.summary.FileWriter("/tmp/tboard/output_h1", sess.graph)
    print(sess.run(b))
    writer.close()


    

    




-567

In [2]:

    

import tensorflow as tf
with tf.name_scope("Scope"):
    with tf.name_scope("Sqr_a"):
            a=2
            d=tf.pow(a,2)

    with tf.name_scope("Sqr_b"):
            b=4
            e=tf.pow(b,4)

    with tf.name_scope("Sqr_c"):
            c=4
            f=tf.pow(c,4)

    with tf.name_scope("multiply"):
        g=tf.multiply(a,b)

    with tf.name_scope("2ab"):
        h=tf.multiply(g,2)

    with tf.name_scope("multiply"):
        i=tf.multiply(b,c)

    with tf.name_scope("2bc"):
        j=tf.multiply(i,2)

    with tf.name_scope("multiply"):
        k=tf.multiply(a,c)

    with tf.name_scope("2ac"):
        l=tf.multiply(k,2)

    with tf.name_scope("solution"):
        with tf.name_scope("add1"):
            m=tf.add(d,e)
            with tf.name_scope("add2"):
                n=tf.add(m,f)
                with tf.name_scope("add3"):
                    o=tf.add(n,h)
                    with tf.name_scope("sub1"):
                        p=tf.subtract(o,j)
                        with tf.name_scope("sub2"):
                            q=tf.subtract(p,l)

with tf.Session() as sess:
    writer=tf.summary.FileWriter("/tmp/tboard/output2", sess.graph)
    print(sess.run(q))
    writer.close()


    

    




484

In [5]:

    

import tensorflow as tf
with tf.name_scope("MyOperationGroup"):
    with tf.name_scope("Scope_A"):
        a = tf.add(1, 2, name="Add_these_numbers")
        b = tf.multiply(a, 3)
    with tf.name_scope("Scope_B"):
        c = tf.add(4, 5, name="And_These_ones")
        d = tf.multiply(c, 6, name="Multiply_these_numbers")

with tf.name_scope("Scope_C"):
    e = tf.multiply(4, 5, name="B_add")
    f = tf.div(c, 6, name="B_mul")
g = tf.add(b, d)
h = tf.multiply(g, f)


with tf.Session() as sess:
    writer = tf.summary.FileWriter("/tmp/tboard/output3", sess.graph)
    print(sess.run(h))
    writer.close()


    

    




63

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