Sadly few managers start with a blank sheet of paper that's why sackings within 14 weeks of a season is football stupidity and any pro / pro manager will say that.
In that same vein wouldn't it also be stupidity for a manager to walk out on a club after 5-6 weeks? Sometimes, one or both sides of a situation recognise that it's not going to work out no matter how long you give it.