python-tensorflowHow can I execute a Python TensorFlow program?

To execute a Python TensorFlow program, you need to install the TensorFlow library and import it into your program.

import tensorflow as tf

Once imported, you can create a TensorFlow graph and define the operations that the graph will perform.

x = tf.constant(5)
y = tf.constant(6)
z = tf.add(x, y)

Then, you need to create a TensorFlow session and initialize the variables.

sess = tf.Session()
sess.run(tf.global_variables_initializer())

Finally, you can run the graph and get the output.

output = sess.run(z)
print(output)

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Code Parts Explanation

1. import tensorflow as tf: This imports the TensorFlow library.
2. x = tf.constant(5): This creates a constant tensor with the value 5.
3. y = tf.constant(6): This creates a constant tensor with the value 6.
4. z = tf.add(x, y): This adds the two tensors, x and y, together and assigns the result to the tensor z.
5. sess = tf.Session(): This creates a TensorFlow session.
6. sess.run(tf.global_variables_initializer()): This initializes the variables in the session.
7. output = sess.run(z): This runs the graph and assigns the output to the variable output.
8. print(output): This prints the output of the graph.

Relevant Links

• TensorFlow Documentation
• TensorFlow Tutorial

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