Random Tensor Sum Calculation

This function takes two tensors as input, shuffles them, and then returns the sum of the elements.

Technology Stack : TensorFlow, NumPy

Code Type : Function

Code Difficulty : Intermediate

                
                    
import tensorflow as tf
import numpy as np
import random

def random_tensor_sum(arg1, arg2):
    """
    This function takes two tensors as input, shuffles them, and then returns the sum of the elements.
    """
    # Ensure the inputs are tensors
    tensor1 = tf.convert_to_tensor(arg1)
    tensor2 = tf.convert_to_tensor(arg2)

    # Check if the tensors have the same shape
    if tensor1.shape != tensor2.shape:
        raise ValueError("The tensors must have the same shape.")

    # Shuffle the tensors
    shuffled_tensor1 = tf.random.shuffle(tensor1)
    shuffled_tensor2 = tf.random.shuffle(tensor2)

    # Calculate the sum of the elements
    sum_of_elements = tf.reduce_sum(shuffled_tensor1 + shuffled_tensor2)

    return sum_of_elements