This loop is the hot spot of the previous program.

During this assignment we converted our program structure to be more feasible for parallelization. We rewrote the program and changed the “for loop” from the previous program and we created a kernel which will execute the task on the device.

'''Program execution'''

The following table and chart compare the CPU runtime vs the GPU runtime.

'''Conclusion'''