Python Coding challenge - Day 338| What is the output of the following Python Code?

Explanation:

import tensorflow as tf

This imports the TensorFlow library, a popular open-source library for numerical computation and machine learning.

TensorFlow allows you to work with tensors (multi-dimensional arrays) and perform various mathematical operations.

a = tf.constant(5)

tf.constant(): Creates a constant tensor.

Here, a is a scalar tensor with a value of 5.

Tensor: Tensors are data structures that represent multi-dimensional arrays. A scalar tensor is essentially a single value.

b = tf.constant(3)

Similarly, b is another scalar tensor with a value of 3.

result = tf.add(a, b)

tf.add(a, b): Adds the values of the tensors a and b.

TensorFlow uses this operation to perform element-wise addition. Since a and b are scalar tensors, it computes the scalar sum 5 + 3 = 8.

The result is stored as a tensor.

print(result)

This prints the result, which is a TensorFlow tensor object.

The output includes:

shape=(): Indicates a scalar (no dimensions).

dtype=int32: Specifies the data type (32-bit integer).

numpy=8: Shows the actual value of the tensor when converted to a NumPy array.

Output:

A TensorFlow tensor containing 8.