Comparing the time to do elementwise multiplication

main.py

import numpy as np
import time

from multiply import c_multiplication, python_multiplication

a = np.random.rand(2000,2000)
b = np.random.rand(2000,2000)

print("Timing python multiplication:\n")
start = time.time()
python_result = python_multiplication(a, b)
end = time.time()
print(end - start)

print("Timing C multiplication:\n")
c_result = c_multiplication(a, b)

print("Timing numpy multiplication:\n")
start = time.time()
python_result = a * b
end = time.time()
print(end - start)