Releasing memory of huge numpy array in IPython
Are you looking at the value? IPython caches output variables as e.g. Out[8], so if you examine it, it will be kept in memory.
You can do %xdel testcube to delete the variable and remove it from IPython's cache. Alternatively, %reset out or %reset array will clear either all your output history, or only references to numpy arrays.