Parameters used in GridSearchCV Slow Down in skLearn Tutorial
If you aren't sure whether the code works or not, you could turn on gridsearch output: 

grid = GridSearchCV(SVC(), param_grid=param_grid, cv=cv, verbose=2)


I just run the script in your link - it worked fine for me. Are you sure you didn't change something while working on the code?