TensorFlow-based Element-wise Sum of Numpy Arrays

This function takes two numpy arrays as input, converts them to tensors using TensorFlow, performs element-wise addition, and returns the sum.

Technology Stack : Python, TensorFlow, NumPy

Code Type : Python Function

Code Difficulty : Intermediate

                
                    
import tensorflow as tf
import numpy as np

def random_tensor_sum(arg1, arg2):
    """
    This function takes two numpy arrays as input and returns their element-wise sum.
    It uses TensorFlow operations to perform the addition.
    """
    tensor1 = tf.convert_to_tensor(arg1, dtype=tf.float32)
    tensor2 = tf.convert_to_tensor(arg2, dtype=tf.float32)
    return tf.reduce_sum(tensor1 + tensor2)