In this exercise we analyze the performance of heat equation solver with cProfile.
The file heat_main.py contains the (very inefficient)
implementation of the two dimensional heat equation. Use cProfile for
investigating where the time is spent in the program. Note that the execution
time can be between 40 - 60 s depending on your hardware. (You can see also
results of the simulation in the heat_nnn.png output files).